US20180029597A1 - Device and method for adjusting vehicle fuel efficiency based on an altered vehicle surface area - Google Patents

Device and method for adjusting vehicle fuel efficiency based on an altered vehicle surface area Download PDF

Info

Publication number
US20180029597A1
US20180029597A1 US15/224,558 US201615224558A US2018029597A1 US 20180029597 A1 US20180029597 A1 US 20180029597A1 US 201615224558 A US201615224558 A US 201615224558A US 2018029597 A1 US2018029597 A1 US 2018029597A1
Authority
US
United States
Prior art keywords
vehicle
drag coefficient
powertrain
coefficient value
surface area
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
US15/224,558
Other versions
US9884627B1 (en
Inventor
Sergei I. Gage
Arata Sato
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Toyota Motor Corp
Original Assignee
Toyota Motor Engineering and Manufacturing North America Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Toyota Motor Engineering and Manufacturing North America Inc filed Critical Toyota Motor Engineering and Manufacturing North America Inc
Priority to US15/224,558 priority Critical patent/US9884627B1/en
Assigned to TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC. reassignment TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC. ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: GAGE, SERGEI I., SATO, ARATA
Publication of US20180029597A1 publication Critical patent/US20180029597A1/en
Application granted granted Critical
Publication of US9884627B1 publication Critical patent/US9884627B1/en
Assigned to TOYOTA JIDOSHA KABUSHIKI KAISHA reassignment TOYOTA JIDOSHA KABUSHIKI KAISHA ASSIGNMENT OF ASSIGNORS INTEREST (SEE DOCUMENT FOR DETAILS). Assignors: TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC.
Active legal-status Critical Current
Adjusted expiration legal-status Critical

Links

Images

Classifications

    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W30/00Purposes of road vehicle drive control systems not related to the control of a particular sub-unit, e.g. of systems using conjoint control of vehicle sub-units
    • B60W30/18Propelling the vehicle
    • B60W30/182Selecting between different operative modes, e.g. comfort and performance modes
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W10/00Conjoint control of vehicle sub-units of different type or different function
    • B60W10/04Conjoint control of vehicle sub-units of different type or different function including control of propulsion units
    • B60W10/06Conjoint control of vehicle sub-units of different type or different function including control of propulsion units including control of combustion engines
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W10/00Conjoint control of vehicle sub-units of different type or different function
    • B60W10/10Conjoint control of vehicle sub-units of different type or different function including control of change-speed gearings
    • B60W10/11Stepped gearings
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W40/00Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
    • B60W40/02Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to ambient conditions
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W40/00Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
    • B60W40/10Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to vehicle motion
    • B60W40/1005Driving resistance
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W40/00Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
    • B60W40/12Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to parameters of the vehicle itself, e.g. tyre models
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02DCONTROLLING COMBUSTION ENGINES
    • F02D13/00Controlling the engine output power by varying inlet or exhaust valve operating characteristics, e.g. timing
    • F02D13/02Controlling the engine output power by varying inlet or exhaust valve operating characteristics, e.g. timing during engine operation
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02DCONTROLLING COMBUSTION ENGINES
    • F02D29/00Controlling engines, such controlling being peculiar to the devices driven thereby, the devices being other than parts or accessories essential to engine operation, e.g. controlling of engines by signals external thereto
    • F02D29/02Controlling engines, such controlling being peculiar to the devices driven thereby, the devices being other than parts or accessories essential to engine operation, e.g. controlling of engines by signals external thereto peculiar to engines driving vehicles; peculiar to engines driving variable pitch propellers
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02DCONTROLLING COMBUSTION ENGINES
    • F02D41/00Electrical control of supply of combustible mixture or its constituents
    • F02D41/02Circuit arrangements for generating control signals
    • F02D41/021Introducing corrections for particular conditions exterior to the engine
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02DCONTROLLING COMBUSTION ENGINES
    • F02D9/00Controlling engines by throttling air or fuel-and-air induction conduits or exhaust conduits
    • F02D9/08Throttle valves specially adapted therefor; Arrangements of such valves in conduits
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2300/00Indexing codes relating to the type of vehicle
    • B60W2300/12Trucks; Load vehicles
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2400/00Indexing codes relating to detected, measured or calculated conditions or factors
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2422/00Indexing codes relating to the special location or mounting of sensors
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2530/00Input parameters relating to vehicle conditions or values, not covered by groups B60W2510/00 or B60W2520/00
    • B60W2530/16Driving resistance
    • B60W2550/12
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2555/00Input parameters relating to exterior conditions, not covered by groups B60W2552/00, B60W2554/00
    • B60W2555/20Ambient conditions, e.g. wind or rain
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2710/00Output or target parameters relating to a particular sub-units
    • B60W2710/06Combustion engines, Gas turbines
    • B60W2710/0605Throttle position
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B60VEHICLES IN GENERAL
    • B60WCONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W2710/00Output or target parameters relating to a particular sub-units
    • B60W2710/10Change speed gearings
    • B60W2710/1005Transmission ratio engaged
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02DCONTROLLING COMBUSTION ENGINES
    • F02D13/00Controlling the engine output power by varying inlet or exhaust valve operating characteristics, e.g. timing
    • F02D13/02Controlling the engine output power by varying inlet or exhaust valve operating characteristics, e.g. timing during engine operation
    • F02D13/0203Variable control of intake and exhaust valves
    • F02D13/0215Variable control of intake and exhaust valves changing the valve timing only
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02DCONTROLLING COMBUSTION ENGINES
    • F02D41/00Electrical control of supply of combustible mixture or its constituents
    • F02D41/02Circuit arrangements for generating control signals
    • F02D41/14Introducing closed-loop corrections
    • F02D41/1401Introducing closed-loop corrections characterised by the control or regulation method
    • F02D2041/1433Introducing closed-loop corrections characterised by the control or regulation method using a model or simulation of the system
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02DCONTROLLING COMBUSTION ENGINES
    • F02D2200/00Input parameters for engine control
    • F02D2200/02Input parameters for engine control the parameters being related to the engine
    • F02D2200/06Fuel or fuel supply system parameters
    • F02D2200/0625Fuel consumption, e.g. measured in fuel liters per 100 kms or miles per gallon
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02DCONTROLLING COMBUSTION ENGINES
    • F02D2200/00Input parameters for engine control
    • F02D2200/50Input parameters for engine control said parameters being related to the vehicle or its components
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02DCONTROLLING COMBUSTION ENGINES
    • F02D41/00Electrical control of supply of combustible mixture or its constituents
    • F02D41/0002Controlling intake air
    • FMECHANICAL ENGINEERING; LIGHTING; HEATING; WEAPONS; BLASTING
    • F02COMBUSTION ENGINES; HOT-GAS OR COMBUSTION-PRODUCT ENGINE PLANTS
    • F02DCONTROLLING COMBUSTION ENGINES
    • F02D41/00Electrical control of supply of combustible mixture or its constituents
    • F02D41/24Electrical control of supply of combustible mixture or its constituents characterised by the use of digital means
    • F02D41/2406Electrical control of supply of combustible mixture or its constituents characterised by the use of digital means using essentially read only memories
    • F02D41/2409Addressing techniques specially adapted therefor
    • F02D41/2422Selective use of one or more tables

Definitions

  • Fuel efficiency improvements for vehicles take several forms. On consideration is the activity included in the operation vehicle, including whether a driver operates a vehicle aggressively or conservatively, the rate of velocity, acceleration characteristics, and the like. Another aspect relate to the vehicle, including the vehicle weight and energy to move from a stopped position, to the resistance with which the wheels turn, the aerodynamics of the vehicle, the vehicle frontal area profile, etc. With respect to aerodynamics, the vehicle drag coefficient contributes to the power demand. Different surfaces and/or accessories affect a vehicle's baseline drag coefficient. Accordingly, though the vehicle fuel efficiency is optimized for a baseline operation, changes to the area may affect consumption by too much or too little fuel to operate the vehicle. It is desirable to adjust a vehicle fuel efficiency based on an altered vehicle surface area.
  • a device and method for adjusting vehicle fuel efficiency to responsive to an altered vehicle surface area are disclosed.
  • a method in a vehicle control unit for adjusting vehicle fuel efficiency to address on an altered vehicle surface area is disclosed.
  • the vehicle control unit receives vehicle surface data, which indicates a transition from a first vehicle drag coefficient value relating to a vehicle surface area to a second vehicle drag coefficient value relating to the altered vehicle surface area.
  • the method determines a second plurality of powertrain parameter values associated with the second vehicle drag coefficient value, transmits the second plurality of powertrain parameter values for the adjusting of the vehicle fuel efficiency.
  • a vehicle control unit for controlling vehicle fuel efficiency responsive to an altered vehicle surface area.
  • the vehicle control unit includes a wireless communication interface, a processor, and memory.
  • the wireless communication interface is operable to service communication with a vehicle network and with user equipment of a vehicle user.
  • the processor is coupled to the wireless communication interface for controlling operations of the vehicle control unit.
  • the memory is coupled to the processor.
  • the memory is for storing data and program instructions used by the processor, where the processor configured to execute instructions stored in the memory to receive, via the wireless communications interface, vehicle surface data indicating a transition from a first vehicle drag coefficient value to a second vehicle drag coefficient value.
  • the processor operates to determine a second plurality of powertrain parameter values associated with the second vehicle drag coefficient value, transmits the second plurality of powertrain parameter values for the adjusting of the vehicle fuel efficiency.
  • FIGS. 1A-1C is a block diagram of a vehicle illustrating a transition from a first vehicle drag coefficient to a second vehicle drag coefficient
  • FIG. 2 is an example of a block diagram of a fuel efficiency baseline table and a powertrain parameter lookup table for use by a vehicle control unit of FIG. 1 ;
  • FIG. 3 is an example of a block diagram of the vehicle control unit of FIG. 1 in the context of a network environment
  • FIG. 4 is an example of a block diagram for a vehicle control unit
  • FIG. 5 shows an example process for adjusting a vehicle fuel efficiency responsive to an altered vehicle surface area.
  • a device and method for providing a vehicle fuel efficiency target for each of multiple vehicle drag coefficients is described herein.
  • vehicle fuel consumption is based on the energy efficiency of a particular vehicle provided as a ratio of the distance traveled per unit of fuel consumed.
  • a vehicle's fuel efficiency may be expressed in miles per gallon (mpg) or kilometers per liter (km/L).
  • a vehicle's fuel consumption is the reciprocal of fuel efficiency, which may be expressed in liters per 100 kilometers (L/100 km) or gallons per mile.
  • the amount of fuel consumption may be based on several vehicle criteria relating to the vehicle powertrain (such as, an engine's efficiency to convert fuel to rotary motion, a setup of the engine, etc.), to the manner that the vehicle is operated (such as, acceleration, braking, velocity, etc.) and to environmental factors (such as, road pavement, slope, aerodynamics, etc.).
  • vehicle criteria relating to the vehicle powertrain (such as, an engine's efficiency to convert fuel to rotary motion, a setup of the engine, etc.), to the manner that the vehicle is operated (such as, acceleration, braking, velocity, etc.) and to environmental factors (such as, road pavement, slope, aerodynamics, etc.).
  • a vehicle's aerodynamics generally relates to, for example, the effect the vehicle's shape and/or profile has in the operating environment, such as resulting wind noise, an undesired lift force, and amount of drag. Aerodynamic drag relates to the resistance of the air to forward movement of a vehicle. Factors may include vehicle shape (such as frontal area, etc.), vehicle protrusions (for example, mirrors, bumpers, antennas, etc.), turbulence at the vehicle rear, friction with the vehicle exterior, etc.
  • a vehicle drag coefficient may relate to a measure of the nature of the air passing over the front of a vehicle, which may be determined under standardized conditions, such as a wind tunnel with a capability to mimic road conditions. In general, the lower a vehicle's drag coefficient, the more aerodynamic, or slippery, the vehicle.
  • fuel efficiency may be a factor because of vehicle operating expenses.
  • the lower the fuel efficiency the increase in operating expenses due to more frequent vehicle refueling.
  • a comparatively larger vehicle's drag coefficient corresponds to lesser fuel efficiency generally, and more so at speed, because the amount of drag force increases exponentially with a vehicle's speed.
  • a lower vehicle drag coefficient is improving vehicle speed and fuel efficiency, for example.
  • average passenger vehicles may have drag coefficients between 0.30 and 0.35.
  • Larger utility vehicles such as SUVs, light duty trucks, etc., having typically boxy shapes with blunt frontal areas, large extending mirrors, tailgates, etc., may have drag coefficients generally of about 0.35 to 0.45.
  • a high-performance vehicle such as a sports car
  • a high drag coefficient to compensate for a vehicle's uplift force (that is, the tires losing contact with the road) at speed.
  • an engine control unit configured control the vehicle powertrain performance based on a vehicle's baseline parameters, which include the vehicle's drag coefficient.
  • a vehicle's aerodynamics may change, such as with utility vehicles, when items are hauled or transported (such as campers, recreational boating equipment, construction materials, etc.).
  • the change in profile changes the vehicle's drag coefficient.
  • the drag coefficient changes, the vehicle powertrain performance also changes because an underlying baseline parameter changes. For example, a fuel/oxygen mixture may have excessive fuel, or not enough fuel. In turn, a resulting fuel efficiency does not approach the ideal or target, and overall, is diminished.
  • FIGS. 1A-1C is a block diagram of a vehicle 100 illustrating a transition from a first vehicle drag coefficient C D1 to a second vehicle drag coefficient C D2 .
  • first vehicle drag coefficient C D1 or the second vehicle drag coefficient C D2 may operate as a baseline drag coefficient C Dbase for the vehicle 100 , in that, as the term is used, to indicate a minimum or starting point for a vehicle's fuel efficiency.
  • FIG. 1A illustrates a vehicle 100 that includes a vehicle control unit 300 , a tonneau cover 112 a (in an opened and/or undeployed position), and a plurality of proximity sensor devices 114 a and 114 b .
  • the vehicle control unit 300 operates generally to receive sensor device input, and provide powertrain parameters based on the received sensor device input to the vehicle's powertrain, as is discussed later in detail herein with reference to FIGS. 2-5 .
  • the vehicle control unit 300 provides powertrain parameters based on the first vehicle drag coefficient C D1 to realize optimized and/or improved fuel efficiency by the vehicle 100 .
  • the vehicle 100 is a pickup truck, having a bed or luggage area as indicated by vehicle surface area 110 .
  • an accessory or optional equipment may be a soft or flexible tonneau cover that may be selectively deployed to protect and/or conceal contents of the bed area, such as from moisture, sun exposure, theft, etc.
  • Other such selectively deployed accessories may include rigid tonneau covers, paneled tonneau covers, tonneau covers having different materials and/or covering with different air friction characteristics.
  • the tailgate 116 may be operable in a first position (closed), and transition to a second position (opened) that results in an altered vehicle surface area, which also may affect a drag coefficient of the vehicle 100 .
  • vehicle 100 may have one or more alterable vehicle surface areas.
  • vehicle 100 provides an example of a vehicle in which a difference in drag coefficient may realize a detectable effect on the vehicle's fuel efficiency.
  • the tonneau cover 112 a is in an opened condition, as sensed by peripherally disposed proximity sensor devices 114 a .
  • Proximity sensor devices 114 a and 114 b may be provided as capacitive sensors, reflective sensors, etc., to detect the tonneau cover 112 a in a first position.
  • the vehicle 100 with the tonneau cover 112 a in an opened (or undeployed) position has a first vehicle drag coefficient C D1 .
  • the air passes the surfaces on the top and underneath the vehicle 100 .
  • the shape of these surfaces determine the coefficient drag C D of the vehicle.
  • the air With a blunt nose, the air becomes broadly separated as it travels over the top surface of the vehicle.
  • a low-pressure area develops as the airflow velocity begins to drop, and creates a high-pressure area after clearing the tailgate 116 .
  • the vehicle control unit 300 operates to provide powertrain parameters responsive to the first vehicle drag coefficient C D1 . Accordingly, when the vehicle is in motion (e.g., ⁇ 0 mph), the powertrain operates to achieve a fuel efficiency based on the first vehicle drag coefficient.
  • the term “powertrain” as used herein describes vehicle components that generate power and deliver the power to the road surface, water, or air.
  • the powertrain may include the engine, transmission, drive shafts, differentials, and the final drive communicating the power to motion (for example, drive wheels, continuous track as in military tanks or caterpillar tractors, propeller, etc.).
  • the tonneau cover 112 a may be selectively operated in a manual and/or remote fashion to cover the vehicle surface area 110 .
  • the opened tonneau cover 112 a provides a layer density that is detectable by the proximity sensor devices 114 a to indicate a stowed or undeployed state.
  • FIG. 1B illustrates the vehicle 100 that a tonneau cover 112 b (in a transitional position), and a plurality of proximity sensor devices 114 a and 114 b.
  • the tonneau cover 112 b may be transition 118 from proximity sensor device 114 a towards sensor device 114 b .
  • the transition 118 may be either in a manual and/or in an automated fashion, such as by a hydraulic or electric motor that may impart longitudinal motion x along the distance 120 of the vehicle surface area 110 (such as along a rail with edge catch, a worm-drive screw, a frame in a scissor arrangement, etc.).
  • the sensor devices 114 a and 114 b may sense a decrease in the proximity density resulting from the transition 118 of the tonneau cover 112 b.
  • a transitory vehicle drag coefficient C DT results at the displacement x between sensor devices 114 a and 114 b along the distance 120 .
  • the vehicle control unit 300 may operates to provide powertrain parameters responsive to the transitory vehicle drag coefficient C DT .
  • FIG. 1C illustrates the vehicle 100 that a tonneau cover 112 c (in a closed relation), and a plurality of proximity sensor devices 114 a and 114 b.
  • the tonneau cover 112 c is illustrated in a closed position, as sensed by tonneau sensor devices 114 b , and as may be confirmed by a density sensing by the proximity sensor devices 114 a .
  • the tonneau cover 112 c over the bed produces the altered vehicle surface area 118 (as contrasted with vehicle surface area 110 ).
  • the tendency is for a low-pressure area to develop adjacent the back of the cab.
  • the tonneau cover 112 c over the bed (the vehicle surface area 110 ), and providing an altered vehicle surface area 118 , the airstream deflects while traveling over the tonneau cover 112 c.
  • the vehicle 100 with the tonneau cover 112 c in a closed (or deployed) position produces a second vehicle drag coefficient C D2 , which is not equal or substantially similar to the first vehicle drag coefficient C D1 of FIG. 1A .
  • the vehicle control unit 300 operates to provide powertrain parameters responsive to the second vehicle drag coefficient C D2 . Accordingly, when the vehicle is in motion (e.g., ⁇ 0 mph), the powertrain operates to achieve a fuel efficiency based on the second vehicle drag coefficient C D2 .
  • power demand for a vehicle 100 may be determined as:
  • v is vehicle speed
  • a is acceleration
  • g acceleration due to gravity (9.8 m/s 2 )
  • mass factor accounting for the rotational masses
  • grade is the grade of the road
  • C R rolling resistance for the vehicle
  • is air density (kg/m 3 )
  • C D is aerodynamic drag coefficient for the vehicle
  • a F is the vehicle frontal area (m 2 )
  • m is the vehicle mass.
  • the component of power demand relating to a vehicle drag coefficient is 0.5 ⁇ C D A F v 3 , which indicates that as the drag coefficient increases, the power demand increases.
  • vehicle operation controls may be based upon powertrain optimization, and incorporating settings to achieve an optimal or improved fuel efficiency within the given parameters.
  • powertrain baselines controls are optimized with a baseline drag coefficient, changes in the drag coefficient may result in a less than optimum fuel efficiency because the underlying baseline drag coefficient may be no longer valid. Accordingly, a baseline powertrain configuration may provide either too much fuel to an engine, or too little, upon a different drag coefficient.
  • FIG. 2 is a block diagram of a fuel efficiency baseline table 220 and a powertrain parameter lookup table 200 .
  • the parameter lookup table 202 may be populated with target fuel efficiency data 240 generated by a fuel efficiency optimization based on the vehicle values/data 212 .
  • the fuel efficiency baseline table 200 includes fuel efficiency parameters 210 including powertrain components 213 and a powertrain target 214 .
  • the powertrain components 213 may include engine type 222 , vehicle class 224 , transmission 230 , axle ratio 226 , and drag coefficient 228 .
  • a light-duty truck may have an engine type 222 that includes a V-8, 4.6 L engine, a light duty truck class 224 , a transmission 230 that is an electronic 6-speed automatic with overdrive, further including electronic control technology intelligence (ECT-i) for low-friction gear transfer technology, a sequential shift mode and uphill/downhill shift logic, an axle ratio 226 of 3.91 in the rear differential (that is, the link from the engine to the vehicle drive shaft), and a drag coefficient 228 , which may be approximately 0.37.
  • ECT-i electronic control technology intelligence
  • the vehicle values 212 include data relating to the vehicle efficiency parameters 210 .
  • the drag coefficient 228 includes a tonneau opened value (C D1 ) 228 a , which represents the vehicle drag coefficient when the cover is opened or not deployed, as discussed earlier with regard to FIG. 1A , and a tonneau closed value (C D2 ) 228 b , which represents the vehicle drag coefficient when the cover is closed, or deployed, as discussed earlier with regard to FIG. 1C .
  • a target fuel efficiency data 240 may be generated for each of the tonneau opened value (C D1 ) 228 a , and tonneau closed value (C D2 ) 228 b.
  • the powertrain target 214 may include a fuel efficiency target standard, such as Federal Test Procedure (FTP75) for city driving cycles, which are a series of tests defined by the US Environmental Protection Agency (EPA) to measure tailpipe emissions and fuel economy of vehicles.
  • FTP75 Federal Test Procedure
  • EPA US Environmental Protection Agency
  • the powertrain target 214 includes a fuel efficiency target 232 a .
  • the example of the FTP75 provides targets for using as little fuel as possible of a defined drive cycle while maintaining a minimum performance threshold of ten seconds for a 0 to 100 kph acceleration time (the time it takes to reach 100 kph from a standing start).
  • a model-based design may be used to generate the target fuel efficiency data 240 .
  • Such a model design may include an engine model derived from engine mapping data (based on measured data, and statistical models to capture optimal spark advance, air-fuel ratio, intake cam phases, and exhaust phasing as a function of engine speed and load) for simulations of fuel consumption and torque production, the transmission including, for example, actuator, clutch, gear and shaft blocks, etc., and transmission controller data including fuel economy and performance shift schedules, the vehicle information (mass, drag coefficients C D1 and C D2 ), and a simulated autodriver.
  • Examples of modeling tools include MATLAB® and Simulink®.
  • in-vehicle testing may be used as well to develop the target fuel efficiency data 240 .
  • the target fuel efficiency data 240 populates the powertrain parameter lookup table 200 , which includes powertrain parameters 241 and vehicle surface data 260 .
  • the powertrain parameters 241 include, for example, transmission category parameters 250 , engine category parameters 252 , through category parameters n.
  • the transmission parameter category 250 includes, for example, a shift schedule field 242 , a shift timing field 244 , etc.
  • the engine parameter category 252 includes, for example, a throttle control field 246 , a variable valve timing field 248 , etc.
  • Values of the powertrain parameter lookup table 200 include accessing powertrain parameter fields based on vehicle surface data 260 .
  • the vehicle surface data 260 includes lookup indices based on multiple vehicle drag coefficients.
  • the vehicle surface data 260 includes a closed tonneau drag coefficient (C D1 ) 121 and an opened tonneau drag coefficient (C D2 ) 123 .
  • C D1 closed tonneau drag coefficient
  • C D2 opened tonneau drag coefficient
  • these values may be determined under wind tunnel testing, or other suitable testing techniques.
  • a vehicle 100 may have various drag coefficient values; however, priority may be for those vehicle surfaces having a comparatively measurable effect on vehicle fuel efficiency.
  • the vehicle surface data 260 of FIG. 2 indicates powertrain performance values for the closed tonneau drag coefficient (CD 1 ) 121 , having associated powertrain parameter values xxx_CD 1 _ 242 , 244 , 246 , 248 through xxx_CD 1 _ n , and powertrain performance values for the opened tonneau drag coefficient (CD 2 ) 123 , having associated powertrain parameter values xxx_CD 2 _ 242 , 244 , 246 , 248 through xxx_CD 2 _ n .
  • the respective powertrain parameter values provide optimization, or improved, fuel efficiency settings and/or control signals for operating the vehicle powertrain with a respective vehicle drag coefficient.
  • signal relates to a waveform (e.g., electrical, optical, magnetic, mechanical or electromagnetic), such as DC, AC, sinusoidal-wave, triangular-wave, square-wave, vibration, and the like, capable of traveling through at least some of the mediums described herein.
  • a waveform e.g., electrical, optical, magnetic, mechanical or electromagnetic
  • a vehicle drag coefficient may be dynamically determined based on sensor device data. That is, with various drag producing surfaces with the vehicle 100 , a learned fuel efficiency may be realized.
  • a controlled determination of a vehicle drag coefficient (such as wind tunnel testing) may depart in an actual environment at the onset, or over time.
  • tonneau covers though coming within a general category, may be different and behave differently.
  • tonneau covers may incorporate different materials with different native friction coefficients, have a different style (such as soft or hard, stackable or rollable), may deterioration from sun damage, lose rigidity over time, incur dirt and grime buildup, perform different in ice, rain, snow, etc.
  • the vehicle control unit 300 may learn to approximate or learn drag coefficient values for vehicle surface areas, and determine and apply powertrain parameters accordingly.
  • the vehicle control unit 300 may incorporate a deep learning system (such as a convolutional neural network (CNN), recurrent neural network (RNN), long short-term memory RNN, etc.) that includes (based on the example of tonneau covers) varying implementation data and likely resulting drag coefficient, and apply these to retrieval and/or generation of appropriate power train parameters.
  • CNN convolutional neural network
  • RNN recurrent neural network
  • long short-term memory RNN etc.
  • FIG. 3 is an example of a block diagram of the vehicle control unit 300 in the context of a network environment is provided. While the vehicle control unit 300 is depicted in abstract with other vehicular components, the vehicle control unit 300 may be combined with the system components of the vehicle 100 (see FIG. 1 ). Moreover, the vehicle 100 may also be an automobile or any other passenger or non-passenger vehicle such as, for example, a terrestrial, aquatic, and/or airborne vehicle.
  • a vehicle network 301 may include the vehicle control unit 300 , an audio/visual control unit 308 , a sensor control unit 314 , and a powertrain control unit 340 , that are communicatively coupled via a network 312 and communication paths 313 .
  • the vehicle control unit 300 may communicate with a head unit device 302 via a communication path 313 and network 312 , and may also communicate with the sensor control unit 314 to access sensor data 316 from sensor devices 102 , 352 , 354 , 356 and/or nnn.
  • the vehicle control unit 300 may also be wirelessly coupled with a network cloud 318 via the antenna 320 and wireless communication 326 , as well as via a wireless communication 338 to handheld user devices such as handheld mobile device 336 (for example, cell phone, a smart phone, a personal digital assistant (PDA) devices, tablet computer, e-readers, etc.).
  • handheld mobile device 336 for example, cell phone, a smart phone, a personal digital assistant (PDA) devices, tablet computer, e-readers, etc.
  • the vehicle control unit 300 operates to receive input data, such as sensor data 316 , and provide data, to the head unit device 302 via the audio/visual control unit 308 , to the sensor control unit 314 , and to other devices that may communicatively couple via the network 318 , such as computer 324 , mobile handheld device 322 (for example, cell phone, a smart phone, a personal digital assistant (PDA) devices, tablet computer, e-readers, etc.).
  • PDA personal digital assistant
  • the vehicle control module 200 and the audio/visual control unit 308 may be communicatively coupled to receive the sensor data 316 from the sensor control unit 314 , including data values relating to fuel consumption information.
  • the vehicle control unit 300 may receive data such as vehicle surface data 303 , which may indicate an altered vehicle surface area of the vehicle 100 .
  • vehicle surface data 303 may be provided by a moisture sensor activation data, which may be operable to remotely operate a tonneau cover to produce an altered vehicle surface having another vehicle drag coefficient.
  • the vehicle surface data 303 may also be in the form of a proximity sensor data, such as via proximity sensor device 114 a and/or 114 b , as received via the sensor control unit 314 as sensor data 316 , and provided to the vehicle control unit 300 .
  • the vehicle surface data 303 may be received from the head unit 302 , such via the user input data 311 through the audio/visual control unit 308 .
  • the vehicle surface data 303 may also be indicated by a remote user input operation by a vehicle user via the handheld mobile devices 322 and/or 336 , computer 324 , a combination of devices thereof, etc.
  • the vehicle control unit 300 operates to promote and/or improve fuel efficiency of the vehicle 100 through providing powertrain parameter values 262 based on vehicle surface data 303 indicating a transition of a vehicle drag coefficient from a first vehicle drag coefficient value, such as C D1 , which relates to a vehicle surface area 110 (see FIG. 1 ) to a second vehicle drag coefficient, such as C D2 , which relates to an altered vehicle surface area 118 (see FIG. 1 ).
  • the powertrain parameter values 262 may be based on promoting optimizing and/or improving fuel efficiency based upon different vehicle drag coefficients of the vehicle 100 , as is discussed in detail with reference to FIGS. 3-5 .
  • the visual indicators 305 may be provided via a conventional instrument cluster assembly of the vehicle 100 , such as an indicator light (LED, LCD, backlit, etc.), graphic icon, etc., as well as per the head unit 302 , handheld mobile devices 336 , 322 and/or computer 324 .
  • An example of such a visual indicator 305 is an “eco driving indicator light” that illuminates during eco-friendly operation.
  • the audio/visual control unit 308 operates to provide, for example, audio/visual data 309 for display to the touch screen 306 , as well as to receive user input data 311 via a graphic user interface.
  • the audio/visual data 309 and input data 311 may include audio data, hands-free phone data, voice control data, navigation data, USB connection data, DVD play function data, multifunction meter function data, illumination signal data for the display 306 (such as dimming control), driving status recognition data (such as vehicle speed, reverse, etc. via sensor data 316 ), composite image signal data (such as via LiDAR sensor devices, cameras, etc.).
  • the head unit device 306 may include tactile input 304 and a touch screen 306 .
  • the touch screen 306 operates to provide visual output or graphic user interfaces such as, for example, maps, navigation, entertainment, information, infotainment, and/or combinations thereof.
  • the touch screen 306 may include mediums capable of transmitting an optical and/or visual output such as, for example, a cathode ray tube, light emitting diodes, a liquid crystal display, a plasma display, or other two dimensional or three dimensional display that displays graphics, text or video in either monochrome or color in response to display data 309 .
  • an optical and/or visual output such as, for example, a cathode ray tube, light emitting diodes, a liquid crystal display, a plasma display, or other two dimensional or three dimensional display that displays graphics, text or video in either monochrome or color in response to display data 309 .
  • the touch screen 306 may, in addition to providing visual information, detect the presence and location of a tactile input upon a surface of or adjacent to the display. Additionally, it is noted that the touch screen 306 can include at least one or more processors and one or more memory modules to support the operations described herein.
  • the head unit device 302 may also include tactile input and/or control inputs such that the communication path 313 communicatively couples the tactile input to other control units and/or modules of the vehicle 100 ( FIG. 1 ).
  • the tactile input data may provided by devices capable of transforming mechanical, optical, or electrical signals into a data signal capable of being transmitted via the communication path 313 .
  • the tactile input 304 may include number of movable objects that each transform physical motion into a data signal that can be transmitted over the communication path 313 such as, for example, a button, a switch, a knob, a microphone, etc.
  • the touch screen 306 and the tactile input 304 may be combined as a single module, and may operate as an audio head unit or an infotainment system of the vehicle 100 .
  • the touch screen 306 and the tactile input 204 can be separate from one another and operate as a single module by exchanging signals via the communication path 313 via audio/visual data 309 and/or user input data 311 .
  • the head unit device 302 may be provide information regarding vehicle operation conditions based on display data 309 from the audio/visual control unit 308 .
  • the graphics-based instrument cluster display or may provide a such instrument cluster display to other monitor devices for the vehicle 100 , such as a heads-up display (not shown), or to an instrument cluster in the vehicle dash assembly behind the vehicle steering wheel.
  • the audio/visual control unit 308 operates to receive user input data 311 , and provides audio/visual data 309 .
  • the audio/visual data 309 may include operational information based on the sensor data 316 , which may be provided for display to the vehicle user and/or passenger.
  • the sensor control unit 314 provides access to sensor data 316 for status of a vehicle surface area (via proximity sensor devices 114 a , 114 b ), and status relating to powertrain operation for vehicle 100 .
  • the sensor devices may include a throttle position sensor device 352 , a manifold absolute pressure sensor device 354 , an oxygen sensor device 356 , a sensor device nnn, etc.
  • the throttle position sensor device 352 operates to monitor a throttle valve position of an engine to determine the amount of air to allow into an engine.
  • the throttle position sensor device 352 permits the powertrain control unit 340 to respond to changes in the amount of air, and to increasing or decreasing a fuel rate accordingly.
  • the manifold absolute pressure sensor device 354 operates to monitor air pressure in the intake manifold.
  • the air pressure indicates the air amount being drawn into an engine to indicate a quantity of power the engine produces (for example, the more air, the lower the manifold pressure).
  • the oxygen sensor device 356 operates to compare oxygen level inside an exhaust manifold and in the air outside the engine to control a desired air/fuel ration to operate efficiently (for example, a desired ratio for gasoline powered engines may generally be considered as 14.7 parts of air to one part of fuel). That is, the oxygen sensor device 356 provides feedback to the powertrain control unit 340 to determine how rich or lean the air/fuel mixture is and to adjustment accordingly.
  • the oxygen sensor device 356 provides a signal indicating this condition.
  • the emission gases indicate a “rich” mixture, and less than optimal combustion may be realized.
  • the emission gases indicate a “lean” mixture, and less than optimal combustion may be realized because there is more oxygen than fuel—that is, fuel is burned and extra oxygen leaves the cylinder and flows into the exhaust manifold.
  • the oxygen sensor device 356 may correspondingly indicate this output.
  • Fuel delivery to an engine may largely be via fuel injectors, which deliver a fine mist of fuel to an engine's intake valves and combustion chambers, and the powertrain control unit, with a view towards a desired air/fuel ratio provides fuel injector spray patterns to effect the fuel delivery system.
  • the vehicle surface data 303 may indicate a transition of the vehicle drag coefficient, as discussed in detail by the example provided herein.
  • transmission controls may be configured to the baseline drag coefficient; however, though the engine may attempt to compensate for the expected or foreseen changes in the vehicle operation (for example, wind, terrain, road condition, friction with the roadway, etc.), a vehicle transmission may continue to provide controls in view of the baseline drag coefficient.
  • a vehicle drag coefficient may transition to a more efficient vehicle drag coefficient, as with an altered vehicle surface area, because the vehicle powertrain control parameters may be tuned to a baseline drag coefficient, a desired fuel efficiency may not carry over to the different, improved (or worsened) vehicle drag coefficient.
  • the powertrain control unit 340 may communicate with a head unit device 302 via a communication path 313 and network 312 , and may also communicate with the sensor control unit 314 to access sensor data 316 from sensor devices 114 a , 114 b , 352 , 354 , 356 and/or nnn.
  • the powertrain control unit 340 may function to control internal combustion engine actuators to obtain a desired powertrain performance, and desired fuel efficiency.
  • the engine control unit 340 operates to receive powertrain parameter values 262 , which may be provided via the vehicle control unit 300 .
  • the powertrain control unit 340 receives the values 262 , and generates control data 243 to effect the powertrain parameter values 262 , which is provided to the vehicle powertrain.
  • the communication path 313 of the vehicle network 301 may be formed by a medium suitable for transmitting a signal such as, for example, conductive wires, conductive traces, optical waveguides, or the like.
  • the communication paths 313 can be formed from a combination of mediums capable of transmitting signals.
  • the communication path 313 may be provided by a vehicle bus, or combinations thereof, such as for example, a Body Electronic Area Network (BEAN), a Controller Area Network (CAN) bus configuration, an Audio Visual Communication-Local Area Network (AVC-LAN) configuration, a Local Interconnect Network (LIN) configuration, a Vehicle Area Network (VAN) bus, and/or other combinations of additional communication-system architectures to provide communications between devices and systems of the vehicle 100 .
  • BEAN Body Electronic Area Network
  • CAN Controller Area Network
  • AVC-LAN Audio Visual Communication-Local Area Network
  • LIN Local Interconnect Network
  • VAN Vehicle Area Network
  • the wireless communication 326 , 328 and/or 330 of the network cloud 318 may be based on one or many wireless communication system specifications.
  • wireless communication systems may operate in accordance with one or more standards specifications including, but not limited to, 3GPP (3rd Generation Partnership Project), 4GPP (4th Generation Partnership Project), 5GPP (5th Generation Partnership Project), LTE (long term evolution), LTE Advanced, RFID, IEEE 802.11, Bluetooth, AMPS (advanced mobile phone services), digital AMPS, GSM (global system for mobile communications), CDMA (code division multiple access), LMDS (local multi-point distribution systems), MMDS (multi-channel-multi-point distribution systems), IrDA, Wireless USB, Z-Wave, ZigBee, and/or variations thereof.
  • the vehicle control unit 300 may be communicatively coupled to a computer 324 via wireless communication 328 , a handheld mobile device 322 via wireless communication 330 , etc.
  • vehicle surface data 303 relating to transition of a vehicle surface area may be provided to the vehicle control unit 300 from various applications running and/or executing on wireless platforms of the computer 324 , the handheld mobile device 322 and 336 , as well as from the head unit device 302 via the network 312 .
  • the handheld mobile device 322 and/or computer 324 may be a device including hardware (for example, chipsets, processors, memory, etc.) for communicatively coupling with the network cloud 318 , and also include an antenna for communicating over one or more of the wireless computer networks described herein.
  • hardware for example, chipsets, processors, memory, etc.
  • FIG. 4 is a block diagram of a vehicle control unit 300 , which includes a communication interface 402 , a processor 404 , and memory 406 , that are communicatively coupled via a bus 408 .
  • the processor 404 in the control unit 300 can be a conventional central processing unit or any other type of device, or multiple devices, capable of manipulating or processing information. As may be appreciated, processor 404 may be a single processing device or a plurality of processing devices. Such a processing device may be a microprocessor, micro-controller, digital signal processor, microcomputer, central processing unit, field programmable gate array, programmable logic device, state machine, logic circuitry, analog circuitry, digital circuitry, and/or any device that manipulates signals (analog and/or digital) based on hard coding of the circuitry and/or operational instructions.
  • the memory and/or memory element 406 may be a single memory device, a plurality of memory devices, and/or embedded circuitry of the processing module 404 .
  • Such a memory device may be a read-only memory, random access memory, volatile memory, non-volatile memory, static memory, dynamic memory, flash memory, cache memory, and/or any device that stores digital information.
  • the memory 406 is capable of storing machine readable instructions such that the machine readable instructions can be accessed by the processor 404 .
  • the machine readable instructions can comprise logic or algorithm(s) written in programming languages, and generations thereof, (e.g., 1GL, 2GL, 3GL, 4GL, or 5GL) such as, for example, machine language that may be directly executed by the processor 304 , or assembly language, object-oriented programming (OOP), scripting languages, microcode, etc., that may be compiled or assembled into machine readable instructions and stored on the memory 406 .
  • the machine readable instructions may be written in a hardware description language (HDL), such as logic implemented via either a field-programmable gate array (FPGA) configuration or an application-specific integrated circuit (ASIC), or their equivalents. Accordingly, the methods and devices described herein may be implemented in any conventional computer programming language, as pre-programmed hardware elements, or as a combination of hardware and software components.
  • HDL hardware description language
  • FPGA field-programmable gate array
  • ASIC application-specific integrated circuit
  • the processing devices may be centrally located (e.g., directly coupled together via a wired and/or wireless bus structure) or may be distributed located (e.g., cloud computing via indirect coupling via a local area network and/or a wide area network).
  • the processor 404 implements one or more of its functions via a state machine, analog circuitry, digital circuitry, and/or logic circuitry
  • the memory and/or memory element storing the corresponding operational instructions may be embedded within, or external to, the circuitry comprising the state machine, analog circuitry, digital circuitry, and/or logic circuitry.
  • the memory element stores, and the processor 404 executes, hard coded and/or operational instructions corresponding to at least some of the steps and/or functions illustrated in FIGS. 1-5 to assess a nature of a vehicle acceleration and to provide near real-time feedback features and methods described herein.
  • the wireless communications interface 402 generally governs and manages the vehicle user input data via the vehicle network 312 over the communication path 313 and/or wireless communication 326 .
  • the communication interface 402 also manages controller unit output data such as display data and/or parking status data to the vehicle user.
  • the sensor data 316 includes capturing of intensity or reflectivity returns of the environment surrounding the vehicle, instantaneous vehicle speed data, and acceleration data for determining acceleration state for providing feedback to improve vehicle fuel efficiency.
  • data 316 captured by the sensors 114 a , 114 b , 352 , 354 , 356 , and/or nnn and provided to the vehicle network 301 via the communication path 313 (see FIG. 3 ) can be used by one or more of applications of the vehicle to assess operational state(s) of the vehicle 100 based on powertrain parameter values 262 .
  • the antenna 320 operates to provide wireless communications with the vehicle control unit 300 , including wireless communication 326 .
  • wireless communications range from national and/or international cellular telephone systems to the Internet to point-to-point in-home wireless networks to radio frequency identification (RFID) systems.
  • RFID radio frequency identification
  • Each type of communication system is constructed, and hence operates, in accordance with one or more communication standards.
  • wireless communication systems may operate in accordance with one or more standards including, but not limited to, 3GPP (3rd Generation Partnership Project), 4GPP (4th Generation Partnership Project), 5GPP (5th Generation Partnership Project), LTE (long term evolution), LTE Advanced, RFID, IEEE 802.11, Bluetooth, AMPS (advanced mobile phone services), digital AMPS, GSM (global system for mobile communications), CDMA (code division multiple access), LMDS (local multi-point distribution systems), MMDS (multi-channel-multi-point distribution systems), and/or variations thereof.
  • the structure of the vehicle control unit 300 may also be used as an acceptable architecture of the powertrain control unit 340 , the audio/visual control unit 308 , and/or the sensor control unit 314 (see FIG. 3 ).
  • the control units 308 , 314 and/or 340 may each include a communication interface or a wireless communication interface, a processor, and memory that may be communicatively coupled via a data bus.
  • other architectures may be implemented, with similar functional capabilities.
  • the processors for the control units control units 308 , 314 and 340 may be a conventional central processing unit or any other type of device, or multiple devices, capable of manipulating or processing information. As may be appreciated, the processor may be a single processing device or a plurality of processing devices. Such a processing device may be a microprocessor, micro-controller, digital signal processor, microcomputer, central processing unit, field programmable gate array, programmable logic device, state machine, logic circuitry, analog circuitry, digital circuitry, and/or any device that manipulates signals (analog and/or digital) based on hard coding of the circuitry and/or operational instructions.
  • the memory and/or memory element for the display control units control units 308 , 314 and 340 may be a single memory device, a plurality of memory devices, and/or embedded circuitry of the processor related to the control units control units 308 , 314 and 340 .
  • Such a memory device may be a read-only memory, random access memory, volatile memory, non-volatile memory, static memory, dynamic memory, flash memory, cache memory, and/or any device that stores digital information.
  • the processor for each of the control units control units 308 , 314 and 340 includes more than one processing device, the processing devices may be centrally located (e.g., directly coupled together via a wired and/or wireless bus structure) or may be distributed located (e.g., cloud computing via indirect coupling via a local area network and/or a wide area network).
  • the processor for each of the control units control units 308 , 314 and 340 may implement one or more of its functions via a state machine, analog circuitry, digital circuitry, and/or logic circuitry
  • the memory and/or memory element storing the corresponding operational instructions may be embedded within, or external to, the circuitry comprising the state machine, analog circuitry, digital circuitry, and/or logic circuitry.
  • the memory element stores, and the processor executes, hard coded and/or operational instructions corresponding to at least some of the steps and/or functions illustrated in FIGS. 1-5 to perform vehicle fuel efficiency operations responsive to an altered vehicle surface and methods described herein.
  • FIG. 5 is an example process 500 in a vehicle control unit 3200 for adjusting a vehicle fuel efficiency responsive to an altered vehicle surface area for a vehicle 100 .
  • the vehicle control unit 300 receives vehicle surface data.
  • vehicle surface data may relate to transition of a vehicle surface area (such as opening, transitional, and/or closing a tonneau cover 112 a / 112 b / 112 c , lowering/raising a tailgate 116 , vehicle windows, etc.).
  • the vehicle surface data may be provided to the vehicle control unit 300 from various applications running and/or executing on wireless platforms, such as the computer 324 , the handheld mobile device 322 and 336 , as well as from the head unit device 302 via the network 312 .
  • a console button may also be provided to allow remote operation, as well as deployment by hand, and sensed by proximity sensors, such as the example of the proximity sensor devices 114 a and 114 b of FIG. 1 .
  • the vehicle control unit 300 determines whether the vehicle surface data indicates a transition of a vehicle surface area.
  • the vehicle surface data may indicate that a control has been depressed to open and/or close a vehicle surface, such as a tonneau cover, a window, etc.
  • the vehicle surface data may further confirm a position of the device to produce an altered vehicle surface area, and a corresponding drag coefficient.
  • a period of time passes from an opened (or stowed) position of the tonneau cover, to one in which the proximity sensor devices 114 b sense the closure of the tonneau cover (and vice versa).
  • a transitional position for a vehicle surface may be recognized (such a tonneau cover), and further sensors may be deployed to determine a transitional position, and an associated vehicle drag coefficient.
  • the vehicle control unit 300 proceeds to retrieve a vehicle drag coefficient value from the vehicle surface area data at operation 508 .
  • a transition is not determined and/or confirmed (or may be ambiguous due to being in transition), such as sensed by proximity sensor devices 114 a and/or 114 b , or lack an associated drag coefficient data value), the vehicle control unit 300 continues to receive (or poll) vehicle surface data at operation 502 .
  • the drag coefficient value may operate as an index value into a powertrain parameter lookup table to retrieve a plurality of powertrain parameter values associated with the drag coefficient data.
  • the drag coefficient value may be an index for a hierarchical table, or further, may be a pointer used to generate a plurality of powertrain parameters by the vehicle control unit 300 . In this manner, a level of flexibility may be provided on a “best fit” level for providing vehicle performance parameters to a powertrain control unit.
  • a best fit may be based on a deep learning system (such as a convolutional neural network (CNN), recurrent neural network (RNN), long short-term memory RNN, etc.) that includes (based on the example of tonneau covers) varying implementation data and likely resulting drag coefficient, and apply these to retrieval and/or generation of appropriate power train parameters.
  • a deep learning system such as a convolutional neural network (CNN), recurrent neural network (RNN), long short-term memory RNN, etc.
  • CNN convolutional neural network
  • RNN recurrent neural network
  • long short-term memory RNN etc.
  • the vehicle control unit 300 may transmit the plurality of powertrain parameter values to adjust the vehicle fuel efficiency.
  • a powertrain control unit may receive the parameter values.
  • the power train parameter values may include transmission category parameters and engine category parameters, etc.
  • the transmission parameter may include, for example, a shift schedule field, a shift timing field, etc.
  • the engine parameter may include, for example, a throttle control field, a variable valve timing field, etc.
  • the vehicle control unit may adapt a vehicle fuel efficiency to the conditions of an altered vehicle surface.
  • the term “substantially” or “approximately,” as may be used herein, provides an industry-accepted tolerance to its corresponding term and/or relativity between items. Such an industry-accepted tolerance ranges from less than one percent to twenty percent and corresponds to, but is not limited to, component values, integrated circuit process variations, temperature variations, rise and fall times, and/or thermal noise. Such relativity between items range from a difference of a few percent to magnitude differences.
  • Coupled includes direct coupling and indirect coupling via another component, element, circuit, or module where, for indirect coupling, the intervening component, element, circuit, or module does not modify the information of a signal but may adjust its current level, voltage level, and/or power level.
  • inferred coupling (that is, where one element is coupled to another element by inference) includes direct and indirect coupling between two elements in the same manner as “coupled.”
  • the term “compares favorably,” as may be used herein, indicates that a comparison between two or more elements, items, signals, et cetera, provides a desired relationship. For example, when the desired relationship is that a first signal has a greater magnitude than a second signal, a favorable comparison may be achieved when the magnitude of the first signal is greater than that of the second signal, or when the magnitude of the second signal is less than that of the first signal.
  • a module includes a functional block that is implemented in hardware, software, and/or firmware that performs one or more functions such as the processing of an input signal to produce an output signal.
  • a module may contain submodules that themselves are modules.

Landscapes

  • Engineering & Computer Science (AREA)
  • Mechanical Engineering (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Transportation (AREA)
  • General Engineering & Computer Science (AREA)
  • Automation & Control Theory (AREA)
  • Physics & Mathematics (AREA)
  • Mathematical Physics (AREA)
  • Control Of Driving Devices And Active Controlling Of Vehicle (AREA)

Abstract

A device and method for adjusting vehicle fuel efficiency to responsive to an altered vehicle surface area are disclosed. An operation of the method receives vehicle surface data, which indicates a transition from a first vehicle drag coefficient value relating to a vehicle surface area to a second vehicle drag coefficient value relating to the altered vehicle surface area. A second plurality of powertrain parameter values associated with the second vehicle drag coefficient value are determined, and the method operates to transmit the second plurality of powertrain parameter values for adjusting of the vehicle fuel efficiency.

Description

    BACKGROUND
  • Fuel efficiency improvements for vehicles take several forms. On consideration is the activity included in the operation vehicle, including whether a driver operates a vehicle aggressively or conservatively, the rate of velocity, acceleration characteristics, and the like. Another aspect relate to the vehicle, including the vehicle weight and energy to move from a stopped position, to the resistance with which the wheels turn, the aerodynamics of the vehicle, the vehicle frontal area profile, etc. With respect to aerodynamics, the vehicle drag coefficient contributes to the power demand. Different surfaces and/or accessories affect a vehicle's baseline drag coefficient. Accordingly, though the vehicle fuel efficiency is optimized for a baseline operation, changes to the area may affect consumption by too much or too little fuel to operate the vehicle. It is desirable to adjust a vehicle fuel efficiency based on an altered vehicle surface area.
  • SUMMARY
  • A device and method for adjusting vehicle fuel efficiency to responsive to an altered vehicle surface area are disclosed.
  • In one implementation, a method in a vehicle control unit for adjusting vehicle fuel efficiency to address on an altered vehicle surface area is disclosed. In the method, the vehicle control unit receives vehicle surface data, which indicates a transition from a first vehicle drag coefficient value relating to a vehicle surface area to a second vehicle drag coefficient value relating to the altered vehicle surface area. The method determines a second plurality of powertrain parameter values associated with the second vehicle drag coefficient value, transmits the second plurality of powertrain parameter values for the adjusting of the vehicle fuel efficiency.
  • In another implementation, a vehicle control unit for controlling vehicle fuel efficiency responsive to an altered vehicle surface area is disclosed. The vehicle control unit includes a wireless communication interface, a processor, and memory. The wireless communication interface is operable to service communication with a vehicle network and with user equipment of a vehicle user. The processor is coupled to the wireless communication interface for controlling operations of the vehicle control unit. The memory is coupled to the processor. The memory is for storing data and program instructions used by the processor, where the processor configured to execute instructions stored in the memory to receive, via the wireless communications interface, vehicle surface data indicating a transition from a first vehicle drag coefficient value to a second vehicle drag coefficient value. The processor operates to determine a second plurality of powertrain parameter values associated with the second vehicle drag coefficient value, transmits the second plurality of powertrain parameter values for the adjusting of the vehicle fuel efficiency.
  • BRIEF DESCRIPTION OF THE DRAWINGS
  • The description makes reference to the accompanying drawings wherein like reference numerals refer to like parts throughout the several views, and wherein:
  • FIGS. 1A-1C is a block diagram of a vehicle illustrating a transition from a first vehicle drag coefficient to a second vehicle drag coefficient;
  • FIG. 2 is an example of a block diagram of a fuel efficiency baseline table and a powertrain parameter lookup table for use by a vehicle control unit of FIG. 1;
  • FIG. 3 is an example of a block diagram of the vehicle control unit of FIG. 1 in the context of a network environment;
  • FIG. 4 is an example of a block diagram for a vehicle control unit; and
  • FIG. 5 shows an example process for adjusting a vehicle fuel efficiency responsive to an altered vehicle surface area.
  • DETAILED DESCRIPTION
  • A device and method for providing a vehicle fuel efficiency target for each of multiple vehicle drag coefficients is described herein.
  • As may be appreciated, vehicle fuel consumption is based on the energy efficiency of a particular vehicle provided as a ratio of the distance traveled per unit of fuel consumed. A vehicle's fuel efficiency may be expressed in miles per gallon (mpg) or kilometers per liter (km/L). A vehicle's fuel consumption is the reciprocal of fuel efficiency, which may be expressed in liters per 100 kilometers (L/100 km) or gallons per mile.
  • The amount of fuel consumption may be based on several vehicle criteria relating to the vehicle powertrain (such as, an engine's efficiency to convert fuel to rotary motion, a setup of the engine, etc.), to the manner that the vehicle is operated (such as, acceleration, braking, velocity, etc.) and to environmental factors (such as, road pavement, slope, aerodynamics, etc.).
  • A vehicle's aerodynamics generally relates to, for example, the effect the vehicle's shape and/or profile has in the operating environment, such as resulting wind noise, an undesired lift force, and amount of drag. Aerodynamic drag relates to the resistance of the air to forward movement of a vehicle. Factors may include vehicle shape (such as frontal area, etc.), vehicle protrusions (for example, mirrors, bumpers, antennas, etc.), turbulence at the vehicle rear, friction with the vehicle exterior, etc.
  • A vehicle drag coefficient may relate to a measure of the nature of the air passing over the front of a vehicle, which may be determined under standardized conditions, such as a wind tunnel with a capability to mimic road conditions. In general, the lower a vehicle's drag coefficient, the more aerodynamic, or slippery, the vehicle.
  • In general passenger vehicles, fuel efficiency may be a factor because of vehicle operating expenses. For example, the lower the fuel efficiency, the increase in operating expenses due to more frequent vehicle refueling. A comparatively larger vehicle's drag coefficient corresponds to lesser fuel efficiency generally, and more so at speed, because the amount of drag force increases exponentially with a vehicle's speed. As may be appreciated, a lower vehicle drag coefficient is improving vehicle speed and fuel efficiency, for example.
  • For general comparison, average passenger vehicles may have drag coefficients between 0.30 and 0.35. Larger utility vehicles, such as SUVs, light duty trucks, etc., having typically boxy shapes with blunt frontal areas, large extending mirrors, tailgates, etc., may have drag coefficients generally of about 0.35 to 0.45.
  • As may be appreciated, however, higher-performance vehicles, and the associated consumers, may desire performance over economy. For example, a high-performance vehicle, such as a sports car, may have a high (to a very high) drag coefficient to compensate for a vehicle's uplift force (that is, the tires losing contact with the road) at speed.
  • Accordingly, the amount of fuel consumption and a vehicle drag coefficient are interrelated. To optimize and/or improved fuel efficiency, an engine control unit is configured control the vehicle powertrain performance based on a vehicle's baseline parameters, which include the vehicle's drag coefficient.
  • However, a vehicle's aerodynamics may change, such as with utility vehicles, when items are hauled or transported (such as campers, recreational boating equipment, construction materials, etc.). As a result, the change in profile changes the vehicle's drag coefficient. Because the drag coefficient changes, the vehicle powertrain performance also changes because an underlying baseline parameter changes. For example, a fuel/oxygen mixture may have excessive fuel, or not enough fuel. In turn, a resulting fuel efficiency does not approach the ideal or target, and overall, is diminished.
  • FIGS. 1A-1C is a block diagram of a vehicle 100 illustrating a transition from a first vehicle drag coefficient CD1 to a second vehicle drag coefficient CD2. As may be appreciated, either the first vehicle drag coefficient CD1 or the second vehicle drag coefficient CD2 may operate as a baseline drag coefficient CDbase for the vehicle 100, in that, as the term is used, to indicate a minimum or starting point for a vehicle's fuel efficiency.
  • FIG. 1A illustrates a vehicle 100 that includes a vehicle control unit 300, a tonneau cover 112 a (in an opened and/or undeployed position), and a plurality of proximity sensor devices 114 a and 114 b. The vehicle control unit 300 operates generally to receive sensor device input, and provide powertrain parameters based on the received sensor device input to the vehicle's powertrain, as is discussed later in detail herein with reference to FIGS. 2-5.
  • In the embodiment described, the vehicle control unit 300 provides powertrain parameters based on the first vehicle drag coefficient CD1 to realize optimized and/or improved fuel efficiency by the vehicle 100.
  • In the example of FIG. 1A, the vehicle 100 is a pickup truck, having a bed or luggage area as indicated by vehicle surface area 110. As may be appreciated, an accessory or optional equipment may be a soft or flexible tonneau cover that may be selectively deployed to protect and/or conceal contents of the bed area, such as from moisture, sun exposure, theft, etc. Other such selectively deployed accessories may include rigid tonneau covers, paneled tonneau covers, tonneau covers having different materials and/or covering with different air friction characteristics. Also, as may be appreciated, the tailgate 116 may be operable in a first position (closed), and transition to a second position (opened) that results in an altered vehicle surface area, which also may affect a drag coefficient of the vehicle 100.
  • For clarity, the tonneau cover 112 and the affect to the vehicle drag coefficient values is discussed with the understanding that vehicle 100 may have one or more alterable vehicle surface areas. Also, with regard to examples of passenger vehicles, the vehicle 100 provides an example of a vehicle in which a difference in drag coefficient may realize a detectable effect on the vehicle's fuel efficiency.
  • Referring to FIG. 1A, the tonneau cover 112 a is in an opened condition, as sensed by peripherally disposed proximity sensor devices 114 a. Proximity sensor devices 114 a and 114 b may be provided as capacitive sensors, reflective sensors, etc., to detect the tonneau cover 112 a in a first position. The vehicle 100, with the tonneau cover 112 a in an opened (or undeployed) position has a first vehicle drag coefficient CD1.
  • Generally, as the leading edge of the vehicle 100 penetrates the atmosphere, the air passes the surfaces on the top and underneath the vehicle 100. The shape of these surfaces determine the coefficient drag CD of the vehicle. With a blunt nose, the air becomes broadly separated as it travels over the top surface of the vehicle. Directly behind the cab, a low-pressure area develops as the airflow velocity begins to drop, and creates a high-pressure area after clearing the tailgate 116.
  • In operation, the vehicle control unit 300 operates to provide powertrain parameters responsive to the first vehicle drag coefficient CD1. Accordingly, when the vehicle is in motion (e.g., ν≠0 mph), the powertrain operates to achieve a fuel efficiency based on the first vehicle drag coefficient.
  • The term “powertrain” as used herein describes vehicle components that generate power and deliver the power to the road surface, water, or air. The powertrain may include the engine, transmission, drive shafts, differentials, and the final drive communicating the power to motion (for example, drive wheels, continuous track as in military tanks or caterpillar tractors, propeller, etc.).
  • The tonneau cover 112 a may be selectively operated in a manual and/or remote fashion to cover the vehicle surface area 110. The opened tonneau cover 112 a provides a layer density that is detectable by the proximity sensor devices 114 a to indicate a stowed or undeployed state.
  • FIG. 1B illustrates the vehicle 100 that a tonneau cover 112 b (in a transitional position), and a plurality of proximity sensor devices 114 a and 114 b.
  • To deploy and/or place the tonneau cover 112 b from an opened state as provided by the example of FIG. 1A, as illustrated by the tonneau cover 112 a, the tonneau cover 112 b may be transition 118 from proximity sensor device 114 a towards sensor device 114 b. The transition 118 may be either in a manual and/or in an automated fashion, such as by a hydraulic or electric motor that may impart longitudinal motion x along the distance 120 of the vehicle surface area 110 (such as along a rail with edge catch, a worm-drive screw, a frame in a scissor arrangement, etc.). When being deployed, the sensor devices 114 a and 114 b may sense a decrease in the proximity density resulting from the transition 118 of the tonneau cover 112 b.
  • As may be appreciated, as the tonneau cover 112 b undergoes the transition 118 from the position of sensor devices 114 a to the position of sensor devices 114 b, a transitory vehicle drag coefficient CDT results at the displacement x between sensor devices 114 a and 114 b along the distance 120. In operation, the vehicle control unit 300 may operates to provide powertrain parameters responsive to the transitory vehicle drag coefficient CDT.
  • However, other considerations may affect operation of the vehicle in the transitory state when in motion (e.g., ν≠0 mph). For example, turbulence and forces acting on the tonneau cover may have the unintended consequence of removing the cover from the vehicle 100 altogether. Nevertheless, the principles that provide adjustment of the powertrain based on different vehicle drag coefficients may similarly apply to transitory positioning of the tonneau cover 112 b along the distance 120 between sensor devices 114 a and 114 b.
  • FIG. 1C illustrates the vehicle 100 that a tonneau cover 112 c (in a closed relation), and a plurality of proximity sensor devices 114 a and 114 b.
  • In FIG. 1C, the tonneau cover 112 c is illustrated in a closed position, as sensed by tonneau sensor devices 114 b, and as may be confirmed by a density sensing by the proximity sensor devices 114 a. The tonneau cover 112 c over the bed produces the altered vehicle surface area 118 (as contrasted with vehicle surface area 110). As airflow passes over the vehicle cab, the tendency is for a low-pressure area to develop adjacent the back of the cab. With the tonneau cover 112 c over the bed (the vehicle surface area 110), and providing an altered vehicle surface area 118, the airstream deflects while traveling over the tonneau cover 112 c.
  • The vehicle 100, with the tonneau cover 112 c in a closed (or deployed) position produces a second vehicle drag coefficient CD2, which is not equal or substantially similar to the first vehicle drag coefficient CD1 of FIG. 1A.
  • In operation, the vehicle control unit 300 operates to provide powertrain parameters responsive to the second vehicle drag coefficient CD2. Accordingly, when the vehicle is in motion (e.g., ν≠0 mph), the powertrain operates to achieve a fuel efficiency based on the second vehicle drag coefficient CD2.
  • Some inquiry into the general effect of altering the vehicle surface area 118 of a truck bed indicates a decrease in the drag coefficient by about a factor of eight, drawing a conclusion that a tonneau cover 114 c would improve fuel efficiency of the vehicle. But fuel efficiency studies involving a tonneau cover indicate the vehicle fuel efficiency is adversely impacted, reducing a fuel efficiency by about four percent.
  • Generally, power demand for a vehicle 100 may be determined as:

  • vehicle power demand=mv[a(1+ε)+(g)(grade)+(g)(C R)]+0.5ρC D A F V 3
  • where, “v” is vehicle speed, “a” is acceleration, “g” is acceleration due to gravity (9.8 m/s2), “ε” is mass factor accounting for the rotational masses, grade is the grade of the road, “CR” is rolling resistance for the vehicle, “ρ” is air density (kg/m3), CD is aerodynamic drag coefficient for the vehicle, and AF is the vehicle frontal area (m2), and “m” is the vehicle mass.
  • The component of power demand relating to a vehicle drag coefficient is 0.5ρCDAFv3, which indicates that as the drag coefficient increases, the power demand increases. However, vehicle operation controls may be based upon powertrain optimization, and incorporating settings to achieve an optimal or improved fuel efficiency within the given parameters. When powertrain baselines controls are optimized with a baseline drag coefficient, changes in the drag coefficient may result in a less than optimum fuel efficiency because the underlying baseline drag coefficient may be no longer valid. Accordingly, a baseline powertrain configuration may provide either too much fuel to an engine, or too little, upon a different drag coefficient.
  • FIG. 2 is a block diagram of a fuel efficiency baseline table 220 and a powertrain parameter lookup table 200. The parameter lookup table 202 may be populated with target fuel efficiency data 240 generated by a fuel efficiency optimization based on the vehicle values/data 212.
  • The fuel efficiency baseline table 200 includes fuel efficiency parameters 210 including powertrain components 213 and a powertrain target 214. The powertrain components 213 may include engine type 222, vehicle class 224, transmission 230, axle ratio 226, and drag coefficient 228.
  • As an example, a light-duty truck may have an engine type 222 that includes a V-8, 4.6 L engine, a light duty truck class 224, a transmission 230 that is an electronic 6-speed automatic with overdrive, further including electronic control technology intelligence (ECT-i) for low-friction gear transfer technology, a sequential shift mode and uphill/downhill shift logic, an axle ratio 226 of 3.91 in the rear differential (that is, the link from the engine to the vehicle drive shaft), and a drag coefficient 228, which may be approximately 0.37.
  • As shown, the vehicle values 212 include data relating to the vehicle efficiency parameters 210. However, the drag coefficient 228 includes a tonneau opened value (CD1) 228 a, which represents the vehicle drag coefficient when the cover is opened or not deployed, as discussed earlier with regard to FIG. 1A, and a tonneau closed value (CD2) 228 b, which represents the vehicle drag coefficient when the cover is closed, or deployed, as discussed earlier with regard to FIG. 1C.
  • A target fuel efficiency data 240 may be generated for each of the tonneau opened value (CD1) 228 a, and tonneau closed value (CD2) 228 b.
  • The powertrain target 214 may include a fuel efficiency target standard, such as Federal Test Procedure (FTP75) for city driving cycles, which are a series of tests defined by the US Environmental Protection Agency (EPA) to measure tailpipe emissions and fuel economy of vehicles.
  • The powertrain target 214 includes a fuel efficiency target 232 a. In sum, the example of the FTP75 provides targets for using as little fuel as possible of a defined drive cycle while maintaining a minimum performance threshold of ten seconds for a 0 to 100 kph acceleration time (the time it takes to reach 100 kph from a standing start).
  • Using the powertrain target 214 and the powertrain components 213, a model-based design may be used to generate the target fuel efficiency data 240.
  • Such a model design may include an engine model derived from engine mapping data (based on measured data, and statistical models to capture optimal spark advance, air-fuel ratio, intake cam phases, and exhaust phasing as a function of engine speed and load) for simulations of fuel consumption and torque production, the transmission including, for example, actuator, clutch, gear and shaft blocks, etc., and transmission controller data including fuel economy and performance shift schedules, the vehicle information (mass, drag coefficients CD1 and CD2), and a simulated autodriver. Examples of modeling tools include MATLAB® and Simulink®. As may be appreciated, in-vehicle testing may be used as well to develop the target fuel efficiency data 240.
  • The target fuel efficiency data 240 populates the powertrain parameter lookup table 200, which includes powertrain parameters 241 and vehicle surface data 260. The powertrain parameters 241 include, for example, transmission category parameters 250, engine category parameters 252, through category parameters n. The transmission parameter category 250 includes, for example, a shift schedule field 242, a shift timing field 244, etc. The engine parameter category 252 includes, for example, a throttle control field 246, a variable valve timing field 248, etc.
  • Values of the powertrain parameter lookup table 200 include accessing powertrain parameter fields based on vehicle surface data 260. As may be appreciated, the vehicle surface data 260 includes lookup indices based on multiple vehicle drag coefficients.
  • In the example of FIG. 2, the vehicle surface data 260 includes a closed tonneau drag coefficient (CD1) 121 and an opened tonneau drag coefficient (CD2) 123. As discussed above, these values may be determined under wind tunnel testing, or other suitable testing techniques. Also, a vehicle 100 may have various drag coefficient values; however, priority may be for those vehicle surfaces having a comparatively measurable effect on vehicle fuel efficiency.
  • Accordingly, referring briefly to the example of FIG. 1, the vehicle surface data 260 of FIG. 2 indicates powertrain performance values for the closed tonneau drag coefficient (CD1) 121, having associated powertrain parameter values xxx_CD1_242, 244, 246, 248 through xxx_CD1_n, and powertrain performance values for the opened tonneau drag coefficient (CD2) 123, having associated powertrain parameter values xxx_CD2_242, 244, 246, 248 through xxx_CD2_n. The respective powertrain parameter values provide optimization, or improved, fuel efficiency settings and/or control signals for operating the vehicle powertrain with a respective vehicle drag coefficient.
  • The term “signal” relates to a waveform (e.g., electrical, optical, magnetic, mechanical or electromagnetic), such as DC, AC, sinusoidal-wave, triangular-wave, square-wave, vibration, and the like, capable of traveling through at least some of the mediums described herein.
  • As may be further appreciated, a vehicle drag coefficient may be dynamically determined based on sensor device data. That is, with various drag producing surfaces with the vehicle 100, a learned fuel efficiency may be realized. For further example, a controlled determination of a vehicle drag coefficient (such as wind tunnel testing) may depart in an actual environment at the onset, or over time. For example, tonneau covers though coming within a general category, may be different and behave differently. For example, tonneau covers may incorporate different materials with different native friction coefficients, have a different style (such as soft or hard, stackable or rollable), may deterioration from sun damage, lose rigidity over time, incur dirt and grime buildup, perform different in ice, rain, snow, etc.
  • Accordingly, the vehicle control unit 300 may learn to approximate or learn drag coefficient values for vehicle surface areas, and determine and apply powertrain parameters accordingly. In this manner, the vehicle control unit 300 may incorporate a deep learning system (such as a convolutional neural network (CNN), recurrent neural network (RNN), long short-term memory RNN, etc.) that includes (based on the example of tonneau covers) varying implementation data and likely resulting drag coefficient, and apply these to retrieval and/or generation of appropriate power train parameters.
  • Referring now to FIG. 3, is an example of a block diagram of the vehicle control unit 300 in the context of a network environment is provided. While the vehicle control unit 300 is depicted in abstract with other vehicular components, the vehicle control unit 300 may be combined with the system components of the vehicle 100 (see FIG. 1). Moreover, the vehicle 100 may also be an automobile or any other passenger or non-passenger vehicle such as, for example, a terrestrial, aquatic, and/or airborne vehicle.
  • As shown in FIG. 3, a vehicle network 301 may include the vehicle control unit 300, an audio/visual control unit 308, a sensor control unit 314, and a powertrain control unit 340, that are communicatively coupled via a network 312 and communication paths 313.
  • The vehicle control unit 300 may communicate with a head unit device 302 via a communication path 313 and network 312, and may also communicate with the sensor control unit 314 to access sensor data 316 from sensor devices 102, 352, 354, 356 and/or nnn. The vehicle control unit 300 may also be wirelessly coupled with a network cloud 318 via the antenna 320 and wireless communication 326, as well as via a wireless communication 338 to handheld user devices such as handheld mobile device 336 (for example, cell phone, a smart phone, a personal digital assistant (PDA) devices, tablet computer, e-readers, etc.).
  • In this manner, the vehicle control unit 300 operates to receive input data, such as sensor data 316, and provide data, to the head unit device 302 via the audio/visual control unit 308, to the sensor control unit 314, and to other devices that may communicatively couple via the network 318, such as computer 324, mobile handheld device 322 (for example, cell phone, a smart phone, a personal digital assistant (PDA) devices, tablet computer, e-readers, etc.).
  • The vehicle control module 200 and the audio/visual control unit 308 may be communicatively coupled to receive the sensor data 316 from the sensor control unit 314, including data values relating to fuel consumption information.
  • The vehicle control unit 300 may receive data such as vehicle surface data 303, which may indicate an altered vehicle surface area of the vehicle 100. In the present example, the vehicle surface data 303 may be provided by a moisture sensor activation data, which may be operable to remotely operate a tonneau cover to produce an altered vehicle surface having another vehicle drag coefficient. The vehicle surface data 303 may also be in the form of a proximity sensor data, such as via proximity sensor device 114 a and/or 114 b, as received via the sensor control unit 314 as sensor data 316, and provided to the vehicle control unit 300. The vehicle surface data 303 may be received from the head unit 302, such via the user input data 311 through the audio/visual control unit 308.
  • The vehicle surface data 303 may also be indicated by a remote user input operation by a vehicle user via the handheld mobile devices 322 and/or 336, computer 324, a combination of devices thereof, etc.
  • As discussed in detail herein, the vehicle control unit 300 operates to promote and/or improve fuel efficiency of the vehicle 100 through providing powertrain parameter values 262 based on vehicle surface data 303 indicating a transition of a vehicle drag coefficient from a first vehicle drag coefficient value, such as CD1, which relates to a vehicle surface area 110 (see FIG. 1) to a second vehicle drag coefficient, such as CD2, which relates to an altered vehicle surface area 118 (see FIG. 1).
  • The powertrain parameter values 262 may be based on promoting optimizing and/or improving fuel efficiency based upon different vehicle drag coefficients of the vehicle 100, as is discussed in detail with reference to FIGS. 3-5.
  • The visual indicators 305 may be provided via a conventional instrument cluster assembly of the vehicle 100, such as an indicator light (LED, LCD, backlit, etc.), graphic icon, etc., as well as per the head unit 302, handheld mobile devices 336, 322 and/or computer 324. An example of such a visual indicator 305 is an “eco driving indicator light” that illuminates during eco-friendly operation.
  • Still referring to FIG. 3, the audio/visual control unit 308 operates to provide, for example, audio/visual data 309 for display to the touch screen 306, as well as to receive user input data 311 via a graphic user interface. The audio/visual data 309 and input data 311 may include audio data, hands-free phone data, voice control data, navigation data, USB connection data, DVD play function data, multifunction meter function data, illumination signal data for the display 306 (such as dimming control), driving status recognition data (such as vehicle speed, reverse, etc. via sensor data 316), composite image signal data (such as via LiDAR sensor devices, cameras, etc.).
  • In FIG. 3, the head unit device 306 may include tactile input 304 and a touch screen 306. The touch screen 306 operates to provide visual output or graphic user interfaces such as, for example, maps, navigation, entertainment, information, infotainment, and/or combinations thereof.
  • The touch screen 306 may include mediums capable of transmitting an optical and/or visual output such as, for example, a cathode ray tube, light emitting diodes, a liquid crystal display, a plasma display, or other two dimensional or three dimensional display that displays graphics, text or video in either monochrome or color in response to display data 309.
  • Moreover, the touch screen 306 may, in addition to providing visual information, detect the presence and location of a tactile input upon a surface of or adjacent to the display. Additionally, it is noted that the touch screen 306 can include at least one or more processors and one or more memory modules to support the operations described herein.
  • The head unit device 302 may also include tactile input and/or control inputs such that the communication path 313 communicatively couples the tactile input to other control units and/or modules of the vehicle 100 (FIG. 1). The tactile input data may provided by devices capable of transforming mechanical, optical, or electrical signals into a data signal capable of being transmitted via the communication path 313.
  • The tactile input 304 may include number of movable objects that each transform physical motion into a data signal that can be transmitted over the communication path 313 such as, for example, a button, a switch, a knob, a microphone, etc.
  • The touch screen 306 and the tactile input 304 may be combined as a single module, and may operate as an audio head unit or an infotainment system of the vehicle 100. The touch screen 306 and the tactile input 204 can be separate from one another and operate as a single module by exchanging signals via the communication path 313 via audio/visual data 309 and/or user input data 311.
  • The head unit device 302 may be provide information regarding vehicle operation conditions based on display data 309 from the audio/visual control unit 308. Moreover, the graphics-based instrument cluster display, or may provide a such instrument cluster display to other monitor devices for the vehicle 100, such as a heads-up display (not shown), or to an instrument cluster in the vehicle dash assembly behind the vehicle steering wheel.
  • The audio/visual control unit 308 operates to receive user input data 311, and provides audio/visual data 309. The audio/visual data 309 may include operational information based on the sensor data 316, which may be provided for display to the vehicle user and/or passenger.
  • The sensor control unit 314 provides access to sensor data 316 for status of a vehicle surface area (via proximity sensor devices 114 a, 114 b), and status relating to powertrain operation for vehicle 100. The sensor devices may include a throttle position sensor device 352, a manifold absolute pressure sensor device 354, an oxygen sensor device 356, a sensor device nnn, etc.
  • The throttle position sensor device 352 operates to monitor a throttle valve position of an engine to determine the amount of air to allow into an engine. The throttle position sensor device 352 permits the powertrain control unit 340 to respond to changes in the amount of air, and to increasing or decreasing a fuel rate accordingly.
  • The manifold absolute pressure sensor device 354 operates to monitor air pressure in the intake manifold. The air pressure indicates the air amount being drawn into an engine to indicate a quantity of power the engine produces (for example, the more air, the lower the manifold pressure).
  • The oxygen sensor device 356 operates to compare oxygen level inside an exhaust manifold and in the air outside the engine to control a desired air/fuel ration to operate efficiently (for example, a desired ratio for gasoline powered engines may generally be considered as 14.7 parts of air to one part of fuel). That is, the oxygen sensor device 356 provides feedback to the powertrain control unit 340 to determine how rich or lean the air/fuel mixture is and to adjustment accordingly.
  • For example, regarding air/fuel ratios, when the mixture is “rich,” or the engine has more fuel than needed (or more fuel than available oxygen), all available oxygen is consumed in the cylinder, and emission gases leaving through the exhaust manifold may contain almost no oxygen and are rich. Accordingly, the oxygen sensor device 356 provides a signal indicating this condition.
  • When, for example, a baseline drag coefficient is changed to a lower drag coefficient value (for example, due to improved vehicle drag coefficient CD2), the emission gases indicate a “rich” mixture, and less than optimal combustion may be realized.
  • When, for example, a baseline coefficient is changed to a higher value (for example, due to larger vehicle drag coefficient), the emission gases indicate a “lean” mixture, and less than optimal combustion may be realized because there is more oxygen than fuel—that is, fuel is burned and extra oxygen leaves the cylinder and flows into the exhaust manifold. The oxygen sensor device 356 may correspondingly indicate this output.
  • Fuel delivery to an engine may largely be via fuel injectors, which deliver a fine mist of fuel to an engine's intake valves and combustion chambers, and the powertrain control unit, with a view towards a desired air/fuel ratio provides fuel injector spray patterns to effect the fuel delivery system.
  • For affecting fuel efficiency, the vehicle surface data 303 may indicate a transition of the vehicle drag coefficient, as discussed in detail by the example provided herein.
  • Further complicating operation of a vehicle powertrain, transmission controls (shifting, shift timing, etc.), may be configured to the baseline drag coefficient; however, though the engine may attempt to compensate for the expected or foreseen changes in the vehicle operation (for example, wind, terrain, road condition, friction with the roadway, etc.), a vehicle transmission may continue to provide controls in view of the baseline drag coefficient. As may be appreciated, though a vehicle drag coefficient may transition to a more efficient vehicle drag coefficient, as with an altered vehicle surface area, because the vehicle powertrain control parameters may be tuned to a baseline drag coefficient, a desired fuel efficiency may not carry over to the different, improved (or worsened) vehicle drag coefficient.
  • The powertrain control unit 340 may communicate with a head unit device 302 via a communication path 313 and network 312, and may also communicate with the sensor control unit 314 to access sensor data 316 from sensor devices 114 a, 114 b, 352, 354, 356 and/or nnn.
  • The powertrain control unit 340 may function to control internal combustion engine actuators to obtain a desired powertrain performance, and desired fuel efficiency. The engine control unit 340 operates to receive powertrain parameter values 262, which may be provided via the vehicle control unit 300. The powertrain control unit 340 receives the values 262, and generates control data 243 to effect the powertrain parameter values 262, which is provided to the vehicle powertrain.
  • As may be appreciated, the communication path 313 of the vehicle network 301 may be formed by a medium suitable for transmitting a signal such as, for example, conductive wires, conductive traces, optical waveguides, or the like. Moreover, the communication paths 313 can be formed from a combination of mediums capable of transmitting signals.
  • The communication path 313 may be provided by a vehicle bus, or combinations thereof, such as for example, a Body Electronic Area Network (BEAN), a Controller Area Network (CAN) bus configuration, an Audio Visual Communication-Local Area Network (AVC-LAN) configuration, a Local Interconnect Network (LIN) configuration, a Vehicle Area Network (VAN) bus, and/or other combinations of additional communication-system architectures to provide communications between devices and systems of the vehicle 100.
  • The wireless communication 326, 328 and/or 330 of the network cloud 318 may be based on one or many wireless communication system specifications. For example, wireless communication systems may operate in accordance with one or more standards specifications including, but not limited to, 3GPP (3rd Generation Partnership Project), 4GPP (4th Generation Partnership Project), 5GPP (5th Generation Partnership Project), LTE (long term evolution), LTE Advanced, RFID, IEEE 802.11, Bluetooth, AMPS (advanced mobile phone services), digital AMPS, GSM (global system for mobile communications), CDMA (code division multiple access), LMDS (local multi-point distribution systems), MMDS (multi-channel-multi-point distribution systems), IrDA, Wireless USB, Z-Wave, ZigBee, and/or variations thereof.
  • As is noted above, the vehicle control unit 300 may be communicatively coupled to a computer 324 via wireless communication 328, a handheld mobile device 322 via wireless communication 330, etc.
  • As described in detail herein, vehicle surface data 303 relating to transition of a vehicle surface area (such as opening, transitional, and/or closing a tonneau cover 112 a/112 b/112 c, lowering/raising a tailgate 116, vehicle windows, etc.), may be provided to the vehicle control unit 300 from various applications running and/or executing on wireless platforms of the computer 324, the handheld mobile device 322 and 336, as well as from the head unit device 302 via the network 312.
  • The handheld mobile device 322 and/or computer 324, by way of example, may be a device including hardware (for example, chipsets, processors, memory, etc.) for communicatively coupling with the network cloud 318, and also include an antenna for communicating over one or more of the wireless computer networks described herein.
  • FIG. 4 is a block diagram of a vehicle control unit 300, which includes a communication interface 402, a processor 404, and memory 406, that are communicatively coupled via a bus 408.
  • The processor 404 in the control unit 300 can be a conventional central processing unit or any other type of device, or multiple devices, capable of manipulating or processing information. As may be appreciated, processor 404 may be a single processing device or a plurality of processing devices. Such a processing device may be a microprocessor, micro-controller, digital signal processor, microcomputer, central processing unit, field programmable gate array, programmable logic device, state machine, logic circuitry, analog circuitry, digital circuitry, and/or any device that manipulates signals (analog and/or digital) based on hard coding of the circuitry and/or operational instructions.
  • The memory and/or memory element 406 may be a single memory device, a plurality of memory devices, and/or embedded circuitry of the processing module 404. Such a memory device may be a read-only memory, random access memory, volatile memory, non-volatile memory, static memory, dynamic memory, flash memory, cache memory, and/or any device that stores digital information. The memory 406 is capable of storing machine readable instructions such that the machine readable instructions can be accessed by the processor 404. The machine readable instructions can comprise logic or algorithm(s) written in programming languages, and generations thereof, (e.g., 1GL, 2GL, 3GL, 4GL, or 5GL) such as, for example, machine language that may be directly executed by the processor 304, or assembly language, object-oriented programming (OOP), scripting languages, microcode, etc., that may be compiled or assembled into machine readable instructions and stored on the memory 406. Alternatively, the machine readable instructions may be written in a hardware description language (HDL), such as logic implemented via either a field-programmable gate array (FPGA) configuration or an application-specific integrated circuit (ASIC), or their equivalents. Accordingly, the methods and devices described herein may be implemented in any conventional computer programming language, as pre-programmed hardware elements, or as a combination of hardware and software components.
  • Note that when the processor 404 includes more than one processing device, the processing devices may be centrally located (e.g., directly coupled together via a wired and/or wireless bus structure) or may be distributed located (e.g., cloud computing via indirect coupling via a local area network and/or a wide area network). Further note that when the processor 404 implements one or more of its functions via a state machine, analog circuitry, digital circuitry, and/or logic circuitry, the memory and/or memory element storing the corresponding operational instructions may be embedded within, or external to, the circuitry comprising the state machine, analog circuitry, digital circuitry, and/or logic circuitry. Still further note that, the memory element stores, and the processor 404 executes, hard coded and/or operational instructions corresponding to at least some of the steps and/or functions illustrated in FIGS. 1-5 to assess a nature of a vehicle acceleration and to provide near real-time feedback features and methods described herein.
  • The wireless communications interface 402 generally governs and manages the vehicle user input data via the vehicle network 312 over the communication path 313 and/or wireless communication 326. The communication interface 402 also manages controller unit output data such as display data and/or parking status data to the vehicle user. There is no restriction on the present disclosure operating on any particular hardware arrangement and therefore the basic features herein may be substituted, removed, added to, or otherwise modified for improved hardware and/or firmware arrangements as they may develop.
  • The sensor data 316 (see FIG. 3) includes capturing of intensity or reflectivity returns of the environment surrounding the vehicle, instantaneous vehicle speed data, and acceleration data for determining acceleration state for providing feedback to improve vehicle fuel efficiency. In general, data 316 captured by the sensors 114 a, 114 b, 352, 354, 356, and/or nnn and provided to the vehicle network 301 via the communication path 313 (see FIG. 3) can be used by one or more of applications of the vehicle to assess operational state(s) of the vehicle 100 based on powertrain parameter values 262.
  • The antenna 320, with the wireless communications interface 406, operates to provide wireless communications with the vehicle control unit 300, including wireless communication 326.
  • Such wireless communications range from national and/or international cellular telephone systems to the Internet to point-to-point in-home wireless networks to radio frequency identification (RFID) systems. Each type of communication system is constructed, and hence operates, in accordance with one or more communication standards. For instance, wireless communication systems may operate in accordance with one or more standards including, but not limited to, 3GPP (3rd Generation Partnership Project), 4GPP (4th Generation Partnership Project), 5GPP (5th Generation Partnership Project), LTE (long term evolution), LTE Advanced, RFID, IEEE 802.11, Bluetooth, AMPS (advanced mobile phone services), digital AMPS, GSM (global system for mobile communications), CDMA (code division multiple access), LMDS (local multi-point distribution systems), MMDS (multi-channel-multi-point distribution systems), and/or variations thereof.
  • The structure of the vehicle control unit 300 may also be used as an acceptable architecture of the powertrain control unit 340, the audio/visual control unit 308, and/or the sensor control unit 314 (see FIG. 3). The control units 308, 314 and/or 340 may each include a communication interface or a wireless communication interface, a processor, and memory that may be communicatively coupled via a data bus. As may be appreciated, other architectures may be implemented, with similar functional capabilities.
  • The processors for the control units control units 308, 314 and 340 may be a conventional central processing unit or any other type of device, or multiple devices, capable of manipulating or processing information. As may be appreciated, the processor may be a single processing device or a plurality of processing devices. Such a processing device may be a microprocessor, micro-controller, digital signal processor, microcomputer, central processing unit, field programmable gate array, programmable logic device, state machine, logic circuitry, analog circuitry, digital circuitry, and/or any device that manipulates signals (analog and/or digital) based on hard coding of the circuitry and/or operational instructions.
  • The memory and/or memory element for the display control units control units 308, 314 and 340 may be a single memory device, a plurality of memory devices, and/or embedded circuitry of the processor related to the control units control units 308, 314 and 340. Such a memory device may be a read-only memory, random access memory, volatile memory, non-volatile memory, static memory, dynamic memory, flash memory, cache memory, and/or any device that stores digital information.
  • Note that if the processor for each of the control units control units 308, 314 and 340 includes more than one processing device, the processing devices may be centrally located (e.g., directly coupled together via a wired and/or wireless bus structure) or may be distributed located (e.g., cloud computing via indirect coupling via a local area network and/or a wide area network). Further note that when the processor for each of the control units control units 308, 314 and 340 may implement one or more of its functions via a state machine, analog circuitry, digital circuitry, and/or logic circuitry, the memory and/or memory element storing the corresponding operational instructions may be embedded within, or external to, the circuitry comprising the state machine, analog circuitry, digital circuitry, and/or logic circuitry. Still further note that, the memory element stores, and the processor executes, hard coded and/or operational instructions corresponding to at least some of the steps and/or functions illustrated in FIGS. 1-5 to perform vehicle fuel efficiency operations responsive to an altered vehicle surface and methods described herein.
  • There is no restriction on the present disclosure operating on any particular hardware arrangement and therefore the basic features herein may be substituted, removed, added to, or otherwise modified for improved hardware and/or firmware arrangements as they may develop.
  • FIG. 5 is an example process 500 in a vehicle control unit 3200 for adjusting a vehicle fuel efficiency responsive to an altered vehicle surface area for a vehicle 100.
  • At operation 502, the vehicle control unit 300 receives vehicle surface data. Examples of the vehicle surface data may relate to transition of a vehicle surface area (such as opening, transitional, and/or closing a tonneau cover 112 a/112 b/112 c, lowering/raising a tailgate 116, vehicle windows, etc.). The vehicle surface data may be provided to the vehicle control unit 300 from various applications running and/or executing on wireless platforms, such as the computer 324, the handheld mobile device 322 and 336, as well as from the head unit device 302 via the network 312. Moreover, as may be appreciated, a console button may also be provided to allow remote operation, as well as deployment by hand, and sensed by proximity sensors, such as the example of the proximity sensor devices 114 a and 114 b of FIG. 1.
  • At operation 504, the vehicle control unit 300 determines whether the vehicle surface data indicates a transition of a vehicle surface area. For example, the vehicle surface data may indicate that a control has been depressed to open and/or close a vehicle surface, such as a tonneau cover, a window, etc. Also, the vehicle surface data may further confirm a position of the device to produce an altered vehicle surface area, and a corresponding drag coefficient.
  • In the example of a tonneau cover transition to either closed and/or opened, a period of time passes from an opened (or stowed) position of the tonneau cover, to one in which the proximity sensor devices 114 b sense the closure of the tonneau cover (and vice versa). As may be appreciated, a transitional position for a vehicle surface may be recognized (such a tonneau cover), and further sensors may be deployed to determine a transitional position, and an associated vehicle drag coefficient.
  • At operation 506, when a transition occurs in a vehicle surface area, to produce an altered vehicle surface, the vehicle control unit 300 proceeds to retrieve a vehicle drag coefficient value from the vehicle surface area data at operation 508. When a transition is not determined and/or confirmed (or may be ambiguous due to being in transition), such as sensed by proximity sensor devices 114 a and/or 114 b, or lack an associated drag coefficient data value), the vehicle control unit 300 continues to receive (or poll) vehicle surface data at operation 502.
  • At operation 510, the drag coefficient value may operate as an index value into a powertrain parameter lookup table to retrieve a plurality of powertrain parameter values associated with the drag coefficient data. As may be appreciated, the drag coefficient value may be an index for a hierarchical table, or further, may be a pointer used to generate a plurality of powertrain parameters by the vehicle control unit 300. In this manner, a level of flexibility may be provided on a “best fit” level for providing vehicle performance parameters to a powertrain control unit. For example, a best fit may be based on a deep learning system (such as a convolutional neural network (CNN), recurrent neural network (RNN), long short-term memory RNN, etc.) that includes (based on the example of tonneau covers) varying implementation data and likely resulting drag coefficient, and apply these to retrieval and/or generation of appropriate power train parameters.
  • At operation 512, the vehicle control unit 300 may transmit the plurality of powertrain parameter values to adjust the vehicle fuel efficiency. In this manner, a powertrain control unit may receive the parameter values. For example, the power train parameter values may include transmission category parameters and engine category parameters, etc. The transmission parameter may include, for example, a shift schedule field, a shift timing field, etc. The engine parameter may include, for example, a throttle control field, a variable valve timing field, etc. In this manner, the vehicle control unit may adapt a vehicle fuel efficiency to the conditions of an altered vehicle surface.
  • While particular combinations of various functions and features of the present invention have been expressly described herein, other combinations of these features and functions are possible that are not limited by the particular examples disclosed herein are expressly incorporated within the scope of the present invention.
  • As one of ordinary skill in the art may appreciate, the term “substantially” or “approximately,” as may be used herein, provides an industry-accepted tolerance to its corresponding term and/or relativity between items. Such an industry-accepted tolerance ranges from less than one percent to twenty percent and corresponds to, but is not limited to, component values, integrated circuit process variations, temperature variations, rise and fall times, and/or thermal noise. Such relativity between items range from a difference of a few percent to magnitude differences. As one of ordinary skill in the art may further appreciate, the term “coupled,” as may be used herein, includes direct coupling and indirect coupling via another component, element, circuit, or module where, for indirect coupling, the intervening component, element, circuit, or module does not modify the information of a signal but may adjust its current level, voltage level, and/or power level. As one of ordinary skill in the art will also appreciate, inferred coupling (that is, where one element is coupled to another element by inference) includes direct and indirect coupling between two elements in the same manner as “coupled.” As one of ordinary skill in the art will further appreciate, the term “compares favorably,” as may be used herein, indicates that a comparison between two or more elements, items, signals, et cetera, provides a desired relationship. For example, when the desired relationship is that a first signal has a greater magnitude than a second signal, a favorable comparison may be achieved when the magnitude of the first signal is greater than that of the second signal, or when the magnitude of the second signal is less than that of the first signal.
  • As the term “module” is used in the description of the drawings, a module includes a functional block that is implemented in hardware, software, and/or firmware that performs one or more functions such as the processing of an input signal to produce an output signal. As used herein, a module may contain submodules that themselves are modules.
  • Thus, there has been described herein an apparatus and method, as well as several embodiments including a preferred embodiment, for implementing changes to a vehicle fuel efficiency based on an altered vehicle surface and corresponding changes in a drag coefficient.
  • It will be apparent to those skilled in the art that the disclosed invention may be modified in numerous ways and may assume many embodiments other than the preferred forms specifically set out and described above. Accordingly, it is intended by the appended claims to cover all modifications of the invention that fall within the true spirit and scope of the invention.
  • The foregoing description relates to what are presently considered to be the most practical embodiments. It is to be understood, however, that the disclosure is not to be limited to these embodiments but, on the contrary, is intended to cover various modifications and equivalent arrangements included within the spirit and scope of the appended claims, which scope is to be accorded the broadest interpretations so as to encompass all such modifications and equivalent structures as is permitted under the law.

Claims (20)

What is claimed is:
1. A method in a vehicle control unit for adjusting vehicle fuel efficiency to address an altered vehicle surface area, the method comprising:
receiving vehicle surface data indicating a transition from a first vehicle drag coefficient value relating to a vehicle surface area to a second vehicle drag coefficient value relating to the altered vehicle surface area, wherein a first plurality of powertrain parameter values are associated with the first vehicle drag coefficient value;
determining a second plurality of powertrain parameter values associated with the second vehicle drag coefficient value; and
transmitting the second plurality of powertrain parameter values for the adjusting of the vehicle fuel efficiency.
2. The method of claim 1, wherein the first plurality of powertrain parameter values comprising at least two of:
an engine throttle control parameter value,
an engine variable valve timing (VVT) parameter value;
a transmission shift schedule parameter value; and
a transmission shift timing parameter value.
3. The method of claim 1, wherein the vehicle surface data comprising tonneau sensor data.
4. The method of claim 3, wherein the tonneau sensor data being provided by at least one of:
a moisture sensor activation data operable to remotely operate a tonneau cover;
proximity sensor data indicating a transition of the vehicle surface are;
a user input operation by a vehicle user to operate the tonneau cover; and
a remote user input operation by a vehicle user to operate the tonneau cover.
5. The method of claim 1, wherein:
the first vehicle drag coefficient value being associated with an opened tonneau drag coefficient; and
the second vehicle drag coefficient value being associated with a closed tonneau drag coefficient value.
6. The method of claim 1, wherein the determining the second plurality of powertrain parameter values associated with the second vehicle drag coefficient value comprising:
accessing a powertrain parameter lookup table, wherein the powertrain parameter lookup table indexed by the second vehicle drag coefficient value; and
retrieving the second plurality of powertrain parameter values associated with the second vehicle drag coefficient value.
7. The method of claim 6, wherein the second plurality of powertrain parameter values comprising at least two of:
an engine throttle control parameter value,
an engine variable valve timing (VVT) parameter value;
a transmission shift schedule parameter value; and
a transmission shift timing parameter value.
8. A method in a vehicle control unit for controlling vehicle fuel efficiency based on a plurality of vehicle surface area configurations, the method comprising:
receiving vehicle surface data including a vehicle drag coefficient value;
determining whether the vehicle surface data indicates a transition from a first vehicle surface area configuration to a second vehicle surface area configuration of the plurality of vehicle surface area configurations;
when the vehicle surface data indicating the transition:
retrieving the vehicle drag coefficient value from the vehicle surface data;
retrieve a plurality of powertrain parameter values associated with the vehicle drag coefficient value, wherein the plurality of powertrain parameters values are configured to optimize the vehicle fuel efficiency based at least in part on the vehicle drag coefficient value for the second vehicle surface area configuration; and
transmitting the plurality of powertrain parameter values for the controlling of the vehicle fuel efficiency.
9. The method of claim 8, further comprising:
receiving subsequent vehicle surface data including another vehicle drag coefficient value;
determining whether the subsequent vehicle surface data indicates another transition from the second vehicle surface area configuration of the plurality of vehicle surface area configurations to third vehicle surface area configuration of the plurality of vehicle surface area configurations;
when the another vehicle surface data indicates the transitioning:
retrieving the another vehicle drag coefficient value from the another vehicle surface data;
retrieve a subsequent plurality of powertrain parameter values associated with the another vehicle drag coefficient value, wherein the subsequent plurality of powertrain parameters values are configured to optimize the vehicle fuel efficiency based at least in part on the another vehicle drag coefficient value for the third vehicle surface area configuration; and
transmitting the subsequent plurality of powertrain parameter values for the controlling of the vehicle fuel efficiency.
10. The method of claim 8, wherein the plurality of powertrain parameter values comprising at least two of:
an engine throttle control parameter value,
an engine variable valve timing (VVT) parameter value;
a transmission shift schedule parameter value; and
a transmission shift timing parameter value.
11. The method of claim 8, wherein the vehicle surface data comprising proximity sensor data.
12. The method of claim 11, wherein the proximity sensor data being generated based on at least one of:
a moisture sensor activation data operable to remotely operate a tonneau cover;
proximity sensor data indicating a transition of the vehicle surface area configuration;
a user input operation by a vehicle user to operate the tonneau cover; and
a remote user input operation by a vehicle user to operate the tonneau cover.
13. The method of claim 9, wherein:
the first vehicle area configuration including an opened tonneau vehicle surface area configuration;
the second vehicle area configuration including a closed tonneau vehicle surface area configuration; and
the third vehicle area configuration including a transitional tonneau vehicle surface area configuration.
14. The method of claim 8, wherein the determining the plurality of powertrain parameter values associated with the vehicle drag coefficient value further comprising:
accessing a powertrain parameter lookup table, the powertrain parameter lookup table being indexed by the vehicle drag coefficient value; and
retrieving from the powertrain parameter lookup table the plurality of powertrain parameter values associated with the vehicle drag coefficient value.
15. A vehicle control unit for controlling vehicle fuel efficiency responsive to an altered vehicle surface area, the vehicle control unit comprising:
a wireless communication interface to service communication with a vehicle network and user equipment of a vehicle user;
a processor coupled to the wireless communication interface, the processor for controlling operations of the vehicle control unit; and
a memory coupled to the processor, the memory for storing data and program instructions used by the processor, the processor configured to execute instructions stored in the memory to:
receive, via the wireless communications interface, vehicle surface data indicating a transition from a first vehicle drag coefficient value to a second vehicle drag coefficient value, wherein a first plurality of powertrain parameter values being associated with the first vehicle drag coefficient value;
determine a second plurality of powertrain parameter values associated with the second vehicle drag coefficient value; and
transmit the second plurality of powertrain parameter values for the controlling the vehicle fuel efficiency.
16. The vehicle control unit of claim 15, wherein each of the first and the second plurality of powertrain parameter values comprising at least two of:
an engine throttle control parameter value,
an engine variable valve timing (VVT) parameter value;
a transmission shift schedule parameter value; and
a transmission shift timing parameter value.
17. The vehicle control unit of claim 15, wherein the vehicle surface data comprising tonneau sensor data.
18. The vehicle control unit of claim 17, wherein the tonneau sensor data being generated based on at least one of:
a moisture sensor activation data operable to remotely operate a tonneau cover;
proximity sensor data indicating a transition of the vehicle surface area;
a user input operation by a vehicle user to operate the tonneau cover; and
a remote user input operation by a vehicle user to operate the tonneau cover.
19. The vehicle control unit of claim 15, wherein:
the first vehicle drag coefficient value includes an opened tonneau vehicle drag coefficient value; and
the second vehicle drag coefficient value includes a closed vehicle tonneau drag coefficient value.
20. The vehicle control unit of claim 15, wherein the processor being further configured to execute further instructions stored in the memory to determine the second plurality of powertrain parameter values associated with the second vehicle drag coefficient value by:
accessing a powertrain parameter lookup table, wherein the powertrain parameter lookup table indexed by the second vehicle drag coefficient value; and
retrieving the second plurality of powertrain parameter values associated with the second vehicle drag coefficient value.
US15/224,558 2016-07-31 2016-07-31 Device and method for adjusting vehicle fuel efficiency based on an altered vehicle surface area Active 2036-08-04 US9884627B1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
US15/224,558 US9884627B1 (en) 2016-07-31 2016-07-31 Device and method for adjusting vehicle fuel efficiency based on an altered vehicle surface area

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US15/224,558 US9884627B1 (en) 2016-07-31 2016-07-31 Device and method for adjusting vehicle fuel efficiency based on an altered vehicle surface area

Publications (2)

Publication Number Publication Date
US20180029597A1 true US20180029597A1 (en) 2018-02-01
US9884627B1 US9884627B1 (en) 2018-02-06

Family

ID=61012074

Family Applications (1)

Application Number Title Priority Date Filing Date
US15/224,558 Active 2036-08-04 US9884627B1 (en) 2016-07-31 2016-07-31 Device and method for adjusting vehicle fuel efficiency based on an altered vehicle surface area

Country Status (1)

Country Link
US (1) US9884627B1 (en)

Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10391842B2 (en) * 2016-10-12 2019-08-27 Toyota Motor Engineering & Manufacturing North America, Inc. Automatically deployable vehicle shade system
US10909738B2 (en) * 2018-01-05 2021-02-02 Nvidia Corporation Real-time hardware-assisted GPU tuning using machine learning
CN113815518A (en) * 2020-06-18 2021-12-21 瑞维安知识产权控股有限责任公司 Deployable bed cover for a vehicle and associated deployment method
US11242098B2 (en) * 2019-07-26 2022-02-08 Waymo Llc Efficient autonomous trucks
US20220237952A1 (en) * 2021-01-27 2022-07-28 Ford Global Technologies, Llc Systems and methods for modeling electric vehicle towing
US20230219528A1 (en) * 2022-01-10 2023-07-13 Toyota Motor Engineering & Manufacturing North America, Inc. Integrated alarm systems for truck bed covers
US11858524B1 (en) * 2020-04-30 2024-01-02 Zoox, Inc. Vehicle sensor degradation testing

Families Citing this family (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10899207B2 (en) 2019-06-26 2021-01-26 Toyota Motor Engineering & Manufacturing North America, Inc. Tonneau cover structured to redirect airflow around vehicle
CN114901497A (en) * 2019-11-21 2022-08-12 特斯拉公司 Integrated trunk cover for vehicle
US11024139B1 (en) 2020-01-09 2021-06-01 Ford Global Technologies, Llc Capacitive sensor system for cargo bed cap tampering detection

Family Cites Families (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6721644B2 (en) * 2000-08-02 2004-04-13 Alfred B. Levine Vehicle drive override subsystem
US20040031639A1 (en) * 2002-08-14 2004-02-19 Deere & Company Multi-function utiltiy vehicle
US20060006701A1 (en) * 2004-07-06 2006-01-12 Jason Wells System and method for rain detection and automatic operation of power roof and power windows
US7963583B2 (en) * 2005-01-31 2011-06-21 Edscha Cabrio-Dachsysteme Gmbh Top for a convertible vehicle
US7831369B2 (en) * 2005-11-16 2010-11-09 Gm Global Technology Operations, Inc. Method and apparatus for vehicle and engine operation
US7342373B2 (en) 2006-01-04 2008-03-11 Nartron Corporation Vehicle panel control system
US20080088151A1 (en) 2006-10-13 2008-04-17 Armen Shagbazyan Automatic truck bed cover assembly
DE102008018541A1 (en) * 2008-04-12 2009-10-15 Deere & Company, Moline Combination of an agricultural implement and a carrier or towing vehicle with a sensor for detecting the opening state of a cover and an automatic shutdown of the PTO shaft
DE102011106958A1 (en) * 2011-07-08 2013-01-10 Gm Global Technology Operations, Llc Method for operating a vehicle and vehicle
KR102073999B1 (en) * 2011-07-17 2020-02-05 에스이에스 솔루션스 게엠베하 a roof boxes, roof box fitted car and roof boxes built-in car
US10632941B2 (en) 2014-06-02 2020-04-28 Vnomics Corporation Systems and methods for measuring and reducing vehicle fuel waste
US9707968B2 (en) 2014-08-11 2017-07-18 Cummins Inc. Powertrain controls including transient torque management with dynamic release compensation
US20160357262A1 (en) * 2015-06-05 2016-12-08 Arafat M.A. ANSARI Smart vehicle

Cited By (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10391842B2 (en) * 2016-10-12 2019-08-27 Toyota Motor Engineering & Manufacturing North America, Inc. Automatically deployable vehicle shade system
US11481950B2 (en) * 2018-01-05 2022-10-25 Nvidia Corporation Real-time hardware-assisted GPU tuning using machine learning
US10909738B2 (en) * 2018-01-05 2021-02-02 Nvidia Corporation Real-time hardware-assisted GPU tuning using machine learning
US12045924B2 (en) * 2018-01-05 2024-07-23 Nvidia Corporation Real-time hardware-assisted GPU tuning using machine learning
US20230007920A1 (en) * 2018-01-05 2023-01-12 Nvidia Corporation Real-time hardware-assisted gpu tuning using machine learning
US11242098B2 (en) * 2019-07-26 2022-02-08 Waymo Llc Efficient autonomous trucks
US11772719B2 (en) 2019-07-26 2023-10-03 Waymo Llc Efficient autonomous trucks
US11407455B2 (en) 2019-07-26 2022-08-09 Waymo Llc Efficient autonomous trucks
US12084119B2 (en) 2019-07-26 2024-09-10 Waymo Llc Efficient autonomous trucks
US11801905B2 (en) 2019-07-26 2023-10-31 Waymo Llc Efficient autonomous trucks
US11858524B1 (en) * 2020-04-30 2024-01-02 Zoox, Inc. Vehicle sensor degradation testing
US20210394596A1 (en) * 2020-06-18 2021-12-23 Rivian Ip Holdings, Llc Deployable bed cover for a vehicle and associated deployment method
US11766922B2 (en) 2020-06-18 2023-09-26 Rivian Ip Holdings, Llc Deployable bed cover for a vehicle and associated deployment method
CN113815518A (en) * 2020-06-18 2021-12-21 瑞维安知识产权控股有限责任公司 Deployable bed cover for a vehicle and associated deployment method
US11267321B2 (en) * 2020-06-18 2022-03-08 Rivian Ip Holdings, Llc Deployable bed cover for a vehicle and associated deployment method
US20220237952A1 (en) * 2021-01-27 2022-07-28 Ford Global Technologies, Llc Systems and methods for modeling electric vehicle towing
US11983969B2 (en) * 2021-01-27 2024-05-14 Ford Global Technologies, Llc Systems and methods for modeling electric vehicle towing
US11724668B1 (en) * 2022-01-10 2023-08-15 Toyota Motor Engineering & Manufacturing North America, Inc. Integrated alarm systems for truck bed covers
US20230219528A1 (en) * 2022-01-10 2023-07-13 Toyota Motor Engineering & Manufacturing North America, Inc. Integrated alarm systems for truck bed covers

Also Published As

Publication number Publication date
US9884627B1 (en) 2018-02-06

Similar Documents

Publication Publication Date Title
US9884627B1 (en) Device and method for adjusting vehicle fuel efficiency based on an altered vehicle surface area
US10124802B2 (en) Controlled vehicle deceleration based on a selected vehicle driving mode
US9969320B2 (en) Lamp and autonomous vehicle
EP3333018B1 (en) Around view monitoring apparatus for vehicle, driving control apparatus, and vehicle
Zacharof et al. Review of in use factors affecting the fuel consumption and CO2 emissions of passenger cars
CN107826100B (en) A kind of intelligent accelerator control method based on car weight
EP3372437B1 (en) User interface apparatus for vehicle, method of manufacturing user interface apparatus, and vehicle
US9476369B2 (en) Variable power output and maximum speed in drive mode
CN103029705B (en) Improve mileage and the technology of driving stability of vehicle
US20220105934A1 (en) Trailing vehicle positioning system based on detected pressure zones
US20110276216A1 (en) Automotive cruise controls, circuits, systems and processes
CN101811482B (en) Intelligent reminding device of economic gear and economic vehicle speed section of diesel-oil whole vehicle
US11279232B2 (en) Vehicle control device mounted on vehicle and method for controlling the vehicle
CN111196322A (en) Active air dam diagnosis method
CN111806231A (en) Method and system for limiting vehicle speed
CN113200094B (en) Control system for active aerodynamic devices
US20210055120A1 (en) System and method for vehicle route selection
US20150217684A1 (en) Variable light indicator
US9707909B2 (en) Determination of deviation of vehicle range or fuel economy
US9195236B1 (en) Road flare detection
US11620830B2 (en) Context dependent transfer learning adaptation to achieve fast performance in inference and update
Ulrich Top 10 tech cars: slenderized
KR20170121554A (en) Apparatus and method for controlling display of cluster in vehicle
GB2550681A (en) Rear trunk button localization for end user
Kruger et al. New challenges for microsystems-technology in automotive applications

Legal Events

Date Code Title Description
AS Assignment

Owner name: TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AME

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNORS:GAGE, SERGEI I.;SATO, ARATA;REEL/FRAME:039430/0939

Effective date: 20160729

STCF Information on status: patent grant

Free format text: PATENTED CASE

AS Assignment

Owner name: TOYOTA JIDOSHA KABUSHIKI KAISHA, JAPAN

Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC.;REEL/FRAME:044839/0868

Effective date: 20180206

CC Certificate of correction
MAFP Maintenance fee payment

Free format text: PAYMENT OF MAINTENANCE FEE, 4TH YEAR, LARGE ENTITY (ORIGINAL EVENT CODE: M1551); ENTITY STATUS OF PATENT OWNER: LARGE ENTITY

Year of fee payment: 4