WO2020190279A1 - Method and apparatus for automated energy management of marine vessel - Google Patents

Method and apparatus for automated energy management of marine vessel Download PDF

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Publication number
WO2020190279A1
WO2020190279A1 PCT/US2019/022871 US2019022871W WO2020190279A1 WO 2020190279 A1 WO2020190279 A1 WO 2020190279A1 US 2019022871 W US2019022871 W US 2019022871W WO 2020190279 A1 WO2020190279 A1 WO 2020190279A1
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WO
WIPO (PCT)
Prior art keywords
information
route
marine vessel
energy
energy management
Prior art date
Application number
PCT/US2019/022871
Other languages
French (fr)
Inventor
Iain Huntly-Playle
Andreas LAUTMANN
Eberhard MAASS
Russell Miles
Erik Styhr PETERSEN
Mads Friis SORENSEN
Original Assignee
Wärtsilä SAM Electronics GmbH
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 Wärtsilä SAM Electronics GmbH filed Critical Wärtsilä SAM Electronics GmbH
Priority to PCT/US2019/022871 priority Critical patent/WO2020190279A1/en
Publication of WO2020190279A1 publication Critical patent/WO2020190279A1/en

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Classifications

    • BPERFORMING OPERATIONS; TRANSPORTING
    • B63SHIPS OR OTHER WATERBORNE VESSELS; RELATED EQUIPMENT
    • B63BSHIPS OR OTHER WATERBORNE VESSELS; EQUIPMENT FOR SHIPPING 
    • B63B79/00Monitoring properties or operating parameters of vessels in operation
    • B63B79/40Monitoring properties or operating parameters of vessels in operation for controlling the operation of vessels, e.g. monitoring their speed, routing or maintenance schedules
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B63SHIPS OR OTHER WATERBORNE VESSELS; RELATED EQUIPMENT
    • B63BSHIPS OR OTHER WATERBORNE VESSELS; EQUIPMENT FOR SHIPPING 
    • B63B79/00Monitoring properties or operating parameters of vessels in operation
    • B63B79/10Monitoring properties or operating parameters of vessels in operation using sensors, e.g. pressure sensors, strain gauges or accelerometers
    • B63B79/15Monitoring properties or operating parameters of vessels in operation using sensors, e.g. pressure sensors, strain gauges or accelerometers for monitoring environmental variables, e.g. wave height or weather data
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B63SHIPS OR OTHER WATERBORNE VESSELS; RELATED EQUIPMENT
    • B63BSHIPS OR OTHER WATERBORNE VESSELS; EQUIPMENT FOR SHIPPING 
    • B63B79/00Monitoring properties or operating parameters of vessels in operation
    • B63B79/20Monitoring properties or operating parameters of vessels in operation using models or simulation, e.g. statistical models or stochastic models
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02TCLIMATE CHANGE MITIGATION TECHNOLOGIES RELATED TO TRANSPORTATION
    • Y02T70/00Maritime or waterways transport
    • Y02T70/10Measures concerning design or construction of watercraft hulls

Definitions

  • the present application generally relates to automated energy management method and apparatus.
  • the present invention relates to automated energy management system.
  • the present invention also relates to automation, power management and navigation systems.
  • a computer-implemented method for automated energy management of a marine vessel for a dedicated route comprising:
  • determining route plan information of the marine vessel for the dedicated route determining energy consumption information associated to the dedicated route using the route plan information
  • the route plan information comprises at least one of the following:
  • the navigation information comprises at least one of the following:
  • the environmental information comprises at least one of the following:
  • the operating characteristic of the marine vessel comprises at least one of the following:
  • the energy consumption information represents predicted energy consumption of at least one of the following: hotel load of the marine vessel, at least one propulsion device of the marine vessel, and automation system of the marine vessel.
  • the hotel load represents load relating to at least one of lighting, heating, ventilation and fresh water generation.
  • the method further comprises controlling an automation element of the marine vessel based on the determined task.
  • the automation element is configured to control at least one of the following:
  • the automation element is configured to control power management system of the marine vessel for at least one of the following:
  • schedule for changing operating mode of a combustion engine or other power source schedule for activating exhaust gas cleaning system
  • the power source is configured to be selected from at least following:
  • the method further comprises receiving operator acknowledgement for the determined task; and controlling an automation element of the marine vessel based on the determined task in response to the received operator acknowledgement.
  • the method further comprises updating the dynamic energy management model in real-time based on the route plan information, the energy consumption information and the characteristic information.
  • the method further comprises receiving confirmation of the task being performed from the automation element being controlled by the task; and updating the dynamic energy management model based on the route plan information, the energy consumption information and the characteristic information in response to the received confirmation.
  • the method further comprises determining a task relating the route plan information automatically based on the dynamic energy management model.
  • the method further comprises dynamically adjusting the route plan information based on the determined task relating the route plan information.
  • the method further comprises dynamically adjusting navigation information of the route plan information.
  • the method further comprises dynamically adjusting navigation information for the dedicated route.
  • the method further comprises dynamically adjusting waypoint information for the dedicated route.
  • the method further comprises dynamically adjusting destination information or remaining travel time of the dedicated route.
  • the method further comprises scheduling of energy consumption or energy generation using the determined task relating the route plan information automatically based on the dynamic energy management model.
  • the scheduling is based on the dynamic energy management model generated using at least one of the following:
  • a marine vessel control apparatus comprising:
  • At least one memory including computer program code
  • the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to:
  • the apparatus further comprises at least one sensor, wherein the at least one sensor is configured to provide marine vessel related data or environment related data.
  • a computer program embodied on a computer readable medium comprising computer executable program code, which code, when executed by at least one processor of an apparatus, causes the apparatus to:
  • FIG. 1 shows a schematic picture of a marine vessel and a system according to an example embodiment of the invention
  • FIG. 2 presents an example block diagram of a control apparatus in which various embodiments of the invention may be applied;
  • Fig. 3 shows a schematic picture of a dynamic energy management model (DEMM) and related information flows according to an example embodiment
  • Fig. 4 shows a schematic picture of a system according to an example embodiment
  • FIG. 5 presents an example block diagram of a server apparatus in which various embodiments of the invention may be applied;
  • FIG. 6 presents an example block diagram of a computer apparatus in which various embodiments of the invention may be applied.
  • FIG. 7 shows a flow diagram showing operations in accordance with an example embodiment of the invention.
  • Embodiments of the invention relate to automated energy management system of a marine vessel for a voyage between ports or waypoints, for example.
  • fuel such as oil or natural gas
  • fuel tankers for example.
  • Hybrid solutions exist that provide battery-based backup or auxiliary energy source for the marine vessel as well.
  • Power production and propulsion system have been targets for continuous adjustment, control and monitoring to achieve optimal efficiency with respect to the vessel performance.
  • Power control is a fundamental part of the control system of a vessel.
  • the propulsion system is controlled to produce the required power by using the available electric and/or primary energy. In practice, however, the sufficiency of energy has not been as critical as the efficiency of the devices and their control systems.
  • a computer software implemented simulation is a computer program that is configured to simulate an abstract model of a system. Optimization of ship energy performance, like energy consumption, has been performed by creating such computer-implemented simulation models that describe relationships and dependencies between operational variable factors of the ship and parameters presenting input variables that these factors depend on. The models enable prediction of the behavior of the system from a set of parameters and initial conditions.
  • Modeling the dependencies between the performance variable and the affecting input variables are complicated and based on empirical methods. Trustworthy model requires deep understanding on both energy production and consumption. Prior art methods require human effort and manual setting of parameters as well as manual system control based on the model output.
  • the object of this invention is to develop simulation models that give more detailed and reliable information about different factors affecting the ship energy performance and control vessel automation in accurate and efficient way.
  • automation, power management and energy management systems are configured to be operated together so that a support tool and scheduler is developed that can either assist the chief engineer in optimizing the use of the on-board systems and schedule the activities for each system or control the board system automatically to support better autonomous marine vessels, for example.
  • Different operating schedules may be defined, such as basic operation mode, electronic operation mode and automated operation mode, for example.
  • schedule information can be provided in printed form or electronically to the engine crew and use for scheduling the use of equipment based on energy consumption and generation.
  • the schedule information can be provided as embedded into the main systems providing the schedule in electronic format along with a notification prior to every new task to be performed and a request for acknowledge.
  • the schedule information can be provided embedded into the main systems scheduling and further executing the use of equipment and energy generation with a mere notification to the engine crew or remote-control station.
  • Disclosed embodiments are configured to automate the interaction between the navigational route planning and the energy route planning. Such operation may include scheduling of energy consumption (use of equipment) and energy generation along with when to use different types of fuel/propulsion/exhaust gas cleaning system (e.g. scrubber) to comply with local environmental requirements, for example.
  • fuel/propulsion/exhaust gas cleaning system e.g. scrubber
  • FIG. 1 shows a schematic picture of a marine vessel 105 and a marine vessel system 1 10 according to an example embodiment.
  • the marine vessel system 1 10 comprises a control apparatus 120 configured to provide and operate a dynamic energy management model (DEMM) 121 .
  • DEMM dynamic energy management model
  • route plan information is determined.
  • the dynamic energy management model (DEMM) 121 is maintained and operated by the control apparatus 120 and receives route plan information for a dedicated route.
  • the route plan information may be generated by the control apparatus 120 or received by the control apparatus 120.
  • the route plan information is generated using information from navigation system 130 that is configured to provide route plan related information based on weather conditions, time schedule, safety aspects and fuel consumption (e.g. based on estimated fuel consumption and weather forecast), for example.
  • fuel consumption information associated to the dedicated route may be determined using the route plan information.
  • characteristic information representing at least one operating characteristic of the marine vessel may be received and the dynamic energy management model (DEMM) 121 is generated using the route plan information, the energy consumption information and the characteristic information.
  • a task may be determined relating to at least one of energy production, energy consumption and energy storage within the marine vessel automatically.
  • the determined task may relate to vessel activities (maintenance of sub-systems, fresh water production, etc.) based on the route plan and weather forecasts (when is power required from the bridge while underway).
  • vessel activities maintenance of sub-systems, fresh water production, etc.
  • weather forecasts when is power required from the bridge while underway.
  • DEMM 121 for communicating between systems 120-190 it is possible for the on-board systems to negotiate the optimal solution for the voyage.
  • Top priority for optimization may be defined to be safety, and second and third priority can be set by the ship operator (fuel consumption, speed/time, etc.), for example.
  • the DEMM 121 operates as a virtual energy pilot for the voyage.
  • the fuel system 160 may be configured to select from at least one of the following energy sources: diesel, liquified natural gas (LNG), liquified petroleum gas (LPG), methanol, low sulfur heavy fuel oil (HFO), marine gas oil (MGO), and hydrogen, for example.
  • LNG liquified natural gas
  • LPG liquified petroleum gas
  • HFO low sulfur heavy fuel oil
  • MGO marine gas oil
  • hydrogen for example.
  • Propulsion system 150 may utilize power source to be selected from at least one of the following: combustion-engine based power source; hybrid power source; and full electric power source.
  • DEMM 121 will allow different levels of automation within vessels.
  • DEMM 121 may be configured to provide an energy voyage plan, which the engineers can use for scheduling their activities.
  • DEMM 121 may be configured to provide an embedded solution, wherein the sub-systems can notify the operator based on the energy voyage plan, when to perform certain tasks or be switched on or set to standby. This notification is repeated on the main display in the engine control room or remote-control station.
  • DEMM 121 may be configured to provide a solution to be fully automated and automatically executing the energy voyage plan of the DEMM 121 with merely notification provided to the operator or remote-control station when performing different automated tasks.
  • Fig. 2 presents an example block diagram of a control apparatus 120 in which various embodiments of the invention may be applied.
  • the control apparatus 120 is configured to maintain and/or operate the dynamic energy management module (DEMM).
  • DEMM dynamic energy management module
  • the general structure of the control apparatus 120 comprises a user interface 240, a communication interface 250, a processor 210, and a memory 220 coupled to the processor 210.
  • the control apparatus 120 further comprises software 230 stored in the memory 220 and operable to be loaded into and executed in the processor 210.
  • the software 230 may comprise one or more software modules and can be in the form of a computer program product, such as the DEMM 121 of Fig. 1 .
  • the control apparatus 120 may further comprise a user interface controller 260.
  • the processor 210 may be, e.g., a central processing unit (CPU), a microprocessor, a digital signal processor (DSP), a graphics processing unit, or the like.
  • Fig. 2 shows one processor 210, but the apparatus 120 may comprise a plurality of processors.
  • the memory 220 may be for example a non-volatile or a volatile memory, such as a read-only memory (ROM), a programmable read-only memory (PROM), erasable programmable read-only memory (EPROM), a random-access memory (RAM), a flash memory, a data disk, an optical storage, a magnetic storage, a smart card, or the like.
  • the apparatus 120 may comprise a plurality of memories.
  • the memory 220 may be constructed as a part of the apparatus 120 or it may be inserted into a slot, port, or the like of the apparatus 120 by a user.
  • the memory 220 may serve the sole purpose of storing data, or it may be constructed as a part of an apparatus serving other purposes, such as processing data.
  • a proprietary application such as computer program code for DEMM 121 , voyage related data, vessel related data, sensor data or environmental data may be stored to the memory 220.
  • the apparatus 120 is configured to perform a computer- implemented method for automated energy management of a marine vessel for a dedicated route, the method comprising: determining route plan information of the marine vessel for the dedicated route; determining energy consumption information associated to the dedicated route using the route plan information; receiving characteristic information representing at least one operating characteristic of the marine vessel; generating dynamic energy management model using the route plan information, the energy consumption information and the characteristic information; and determining a task relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model.
  • An automation element of the marine vessel may be controlled automatically based on the task.
  • the user interface controller 260 or the user interface 240 may comprise circuitry for receiving input from a user of the control apparatus 120 (an operator), e.g., via a keyboard, graphical user interface shown on the display of the user interfaces 240 of the control apparatus 120, speech recognition circuitry, or an accessory device, such as a headset, and for providing output to the user via, e.g., a graphical user interface or a loudspeaker.
  • the communication interface module 250 implements at least part of data transmission.
  • the communication interface module 250 may comprise, e.g., a wireless or a wired interface module.
  • the wireless interface may comprise such as a WLAN, Bluetooth, infrared (IR), radio frequency identification (RF ID), GSM/GPRS, CDMA, WCDMA, LTE (Long Term Evolution) or 5G radio module.
  • the wired interface may comprise such as universal serial bus (USB) or National Marine Electronics Association (NMEA) 0183/2000 standard for example.
  • the communication interface module 250 may be integrated into the control apparatus 120, or into an adapter, card or the like that may be inserted into a suitable slot or port of the control apparatus 120.
  • the communication interface module 250 may support one radio interface technology or a plurality of technologies.
  • the control apparatus 120 may comprise a plurality of communication interface modules 250.
  • control apparatus 120 may comprise other elements, such as microphones, extra displays, as well as additional circuitry such as input/output (I/O) circuitry, memory chips, application-specific integrated circuits (ASIC), processing circuitry for specific purposes such as source coding/decoding circuitry, channel coding/decoding circuitry, ciphering/deciphering circuitry, and the like. Additionally, the control apparatus 120 may comprise a disposable or rechargeable battery (not shown) for powering when external power if external power supply is not available.
  • I/O input/output
  • ASIC application-specific integrated circuits
  • processing circuitry for specific purposes such as source coding/decoding circuitry, channel coding/decoding circuitry, ciphering/deciphering circuitry, and the like.
  • control apparatus 120 may comprise a disposable or rechargeable battery (not shown) for powering when external power if external power supply is not available.
  • control apparatus 120 comprises speech recognition means. Using these means, a pre-defined phrase may be recognized from the speech and translated into control information for the apparatus 120, for example.
  • External devices or sub-systems may be connected to the control apparatus 120 using communication interface 250 of the apparatus 120 or using a direct connection to the internal bus of the apparatus 120.
  • Fig. 3 shows a schematic picture of a dynamic energy management model (DEMM) 121 and related information flows according to an example embodiment.
  • DEMM dynamic energy management model
  • Elements 320-380 may have alternative ways to connect with each other and Fig. 3 only shows one example embodiment. Furthermore, only connections that relate somehow to dynamic energy management model (DEMM) 121 are illustrated. For example, environmental information 340 is also used for route planning and thus for the route plan information 320 but direct connection between blocks 320 and 340 is not shown for simplifying the Fig. 3.
  • DEMM dynamic energy management model
  • the dynamic energy management model (DEMM) 121 can be configured to operate as a stand-alone solution or as an integrated part of the energy management system/power management system of the marine vessel.
  • the dynamic energy management model (DEMM) 121 enables automation of the energy production and consumption, and further enables a higher degree of autonomous operation on board conventional marine vessels and paves the way for energy management for autonomous marine vessels.
  • the dynamic energy management model (DEMM) 121 is interfaced with the navigation system, automation system, power management system and sub-systems like engines and generators, as shown in Fig. 1 , for example.
  • the dynamic energy management model (DEMM) 121 may further be configured to receive and manage information about the health status of sub-systems directly or through the power management and automation systems.
  • the dynamic energy management model (DEMM) 121 can generate tasks and/or instructions for the automation and power management systems based on route plan information, energy consumption information and characteristic information of the marine vessel.
  • the dynamic energy management model (DEMM) 121 is arranged to receive route plan information 320 including information like weather forecasts, navigation information for the dedicated route, waypoint information for the dedicated route, emission restricted areas, environmental restrictions and other relevant information.
  • the route plan information 320 may be received from the navigation system of the marine vessel system or the route plan information 320 may be generated by the control apparatus 120.
  • the route plan information 320 may comprise at least one of the following: navigation information; and environmental information.
  • the navigation information may comprise at least one of the following: destination information of the dedicated route; remaining travel time of the dedicated route; remaining distance of the dedicated route; navigation information for the dedicated route; waypoint information for the dedicated route; emission restricted area information of the dedicated route; and environmental restriction information of the dedicated route.
  • Energy consumption information 360 associated to the dedicated route may be determined using the route plan information 320.
  • the energy consumption information 360 relates to predicted energy consumption of at least one of the following: hotel load of the marine vessel, at least one propulsion device of the marine vessel, and automation system of the marine vessel.
  • the hotel load may represent load relating to at least one of lighting, heating, ventilation and fresh water generation during the dedicated voyage.
  • hotel load may relate to any electrical load caused by all systems on a vehicle (especially a marine vessel) other than propulsion.
  • Energy consumption information 360 may comprise planned energy consumption in relation to different tasks and health status information and availability of the vessel systems during the voyage and used as an input for the dynamic energy management model (DEMM) 121 .
  • DEMM dynamic energy management model
  • the dynamic energy management model (DEMM) 121 will generate dynamic change proposals to the route plan information 320 made by the navigation system, for example.
  • the energy consumption information 360 is received by the dynamic energy management model (DEMM) 121 .
  • the dynamic energy management model (DEMM) 121 may be configured to automate interaction between navigational route planning and energy route planning. Such operation may include scheduling of energy consumption (use of equipment) and energy generation.
  • the control apparatus 120 may be configured to determine a task relating to the route plan information 320 automatically based on the dynamic energy management model (DEMM) 121 .
  • the route plan information 320 that is determined for a dedicated route may be dynamically adjusted automatically using the dynamic energy management model (DEMM) 121.
  • the control apparatus 120 may be configured to dynamically adjust navigation information of the route plan information.
  • the control apparatus 120 may be configured to dynamically adjust navigation information for the dedicated route, and, for example, dynamically adjusting waypoint information for the dedicated route.
  • control apparatus 120 may be configured to dynamically adjust destination information or remaining travel time of the dedicated route.
  • the energy consumption information 360 may be configured to be defined using also other input information than only the route plan information 320.
  • characteristics information 330, environmental information 340 or operator input 380 may be used together with the route plan information 320.
  • the dynamic energy management model (DEMM) 121 is further arranged to receive characteristic information 330 representing at least one operating characteristic of the marine vessel.
  • the operating characteristic information 330 of the marine vessel may comprise at least one of the following: information on currently active propulsion system; status information of energy generation sub-system; and status information of energy storage sub-system, such as a battery system.
  • the dynamic energy management model (DEMM) 121 may further be arranged to receive environmental information 340 separate or in addition to possible environmental information included in the route plan information 320.
  • the environmental information 340 may represent at least one current environmental characteristic of the marine vessel, such as weather information; wind information; air pressure information; ice information; wave height, frequency or direction information; tidal data; current information; water temperature information; water saline level information; and roll or pitch information.
  • control apparatus 120 is configured to schedule energy consumption or energy generation using a determined task relating the route plan information automatically based on the dynamic energy management model (DEMM) 121 .
  • the scheduling may be based on the dynamic energy management model (DEMM) 121 generated using at least one of the following: emission restricted area information of the dedicated route; and environmental restriction information of the dedicated route.
  • the dynamic energy management model (DEMM) 121 may generate at least one task for controlling an automation element of the automation system 350 for energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model 121 and control the associated automation element of the marine vessel automation system 350 based on the determined task.
  • the automation element of the marine vessel automation system 350 is configured to control at least one of the following: power management system of the marine vessel and navigation system of the marine vessel.
  • the automation element may be configured to control, for example, power management system of the marine vessel for at least one of the following: schedule for changing propulsion power source; schedule for changing used fuel; schedule for activating exhaust gas cleaning system (e.g. scrubber and/or SCR); and schedule for operating HVAC (Heating, Ventilation and Air Conditioning).
  • the automation element may also be configured to control, for example, power management system of the marine vessel for schedule for changing operating modes of combustion engine(s) or other power sources (in so far these operating modes influence efficiency of the power generation, for example).
  • a control apparatus 120 processing the dynamic energy management model (DEMM) 121 is configured to receive confirmation of the task being performed from an automation element 350 being controlled by the task, and to update the dynamic energy management model 121 based on the route plan information, the energy consumption information and the characteristic information in response to the received confirmation.
  • DEMM dynamic energy management model
  • the dynamic energy management model (DEMM) 121 will generate energy voyage plan (EVP) 370 and utilize the energy voyage plan (EVP) 370 for determining control tasks relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model.
  • EMP energy voyage plan
  • the dynamic energy management model (DEMM) 121 While cruising and performing transit during the voyage, the dynamic energy management model (DEMM) 121 maintains a dynamic and up-to-date situational awareness in relation to the executed route (navigation) and energy route plan and the continued health status from all energy consumers and producers. If the situation changes and a system changes health status, the dynamic energy management model (DEMM) 121 may be configured to update the energy voyage plan 370 including tasks and automatically notifying the navigation system to allow the navigation system to modify the route plan information accordingly.
  • the dynamic energy management model (DEMM) 121 has access to information about optimal operation conditions of the sub-systems, the model can help to avoid stressing engines, generators and other subsystems, as the safety limit parameters are known to the dynamic energy management model (DEMM) 121 .
  • An operating mode may be used wherein only confirmed request from the operator is needed, and the dynamic energy management model (DEMM) 121 may allow running sub-systems outside the optimal operation conditions.
  • the energy voyage plan 370 information can be provided in a first mode as a schedule made available to the engineers to follow.
  • the engineers may perform the scheduled tasks for the automation system 350 based on the energy voyage plan 370.
  • the energy voyage plan 370 may be embedded in the main display of the engine control room and the power management system, for example.
  • the automation system may be further configured to provide an integrated guidance tool to prompt the operator when a task should take place and by acknowledgement from the operator enable and perform the task and end the task when performed.
  • a third mode allows a fully automated solution, where the operator may only be informed about the energy voyage plan 370 or the tasks determined by the dynamic energy management model (DEMM) 121 .
  • DEMM dynamic energy management model
  • the dynamic energy management model (DEMM) 121 is configured to control automation elements automatically.
  • the energy voyage plan 370 may be optional.
  • the dynamic energy management model (DEMM) 121 can operate autonomously together with the navigation system and all the sub-systems.
  • the dynamic energy management model (DEMM) 121 may log (e.g. using the energy voyage plan 370) the activities and events and will only request assistance from the mission controller or a human operator in case the dynamic energy management model (DEMM) 121 is facing a situation it cannot handle or it is not available for operation.
  • the energy voyage plan 370 may also comprise automatic information being sent to port authority system for approaching arrival.
  • the information being sent may relate to, for example, estimate of power and/or energy required while staying at berth. By doing that the harbor authorities can make a better estimate how much electricity they need to buy on the spot market for the vessel about to be docked.
  • the port information system may have a dynamic energy management model of its own that receives inputs from all vessels arriving to the port.
  • the dynamic energy management model (DEMM) 121 is configured to control sub-systems and fuel selection via the automation and power management systems and the DEMM model 121 can e.g. automatically negotiate the planned route with the navigation system based on the availability of energy producers and their health status (able to operate 0-100%) and the planned energy consumption in relation to ship operation, time and ship position, for example.
  • the dynamic energy management model (DEMM) 121 is configured to receive input from an operator (USR) 380 either on-board the vessel or remote at other vessel or ground station, for example. In certain pre-defined operating modes or tasks, it may be required that operator acknowledgement is received from the operator (USR) 380 for the determined task the dynamic energy management model (DEMM) 121 before controlling an automation element of the marine vessel based on the determined task in response to the received operator acknowledgement.
  • the dynamic energy management model (DEMM) 121 may be updated in real-time based on the route plan information 320, the energy consumption information 360 and the characteristic information 330.
  • the dynamic energy management model 121 when receiving confirmation from the operator 380 of the task being performed, the dynamic energy management model 121 is updated based on the route plan information 320, the energy consumption information 360 and the characteristic information 330 in response to the received confirmation.
  • automatic route planning may be executed to provide the route plan information 320 for a safe and optimized route taking into account planned destination and ETA, up to date chart data from the ECDIS, draft of the vessel, predicted environmental conditions (ocean current, wind and sea state) as well as status information's from the power and propulsion plant. Furthermore, a contingency plan to stop the vessel safely in case of emergency is generated along the route for every leg or even leg segment, for example.
  • the approval mechanisms of the route plan 320 may vary depending on autonomy level in use, authority rule sets and customer specifications.
  • the control system is permanently monitoring and adapting the route execution with regards to track- and schedule keeping) if necessary.
  • Reasons for adaptation can be, for example: new destination and/or new ETA, differences between predicted and real environmental conditions, collision avoidance maneuvers, and unexpected changes in the propulsion / power plant (i.e. unforeseen equipment failure).
  • FIG. 4 shows a schematic picture of a system 400 according to an example embodiment.
  • a marine vessel system 1 10 comprises a control apparatus 120 for controlling automated energy management of the marine vessel for a dedicated route.
  • the control apparatus 120 is capable of downloading and locally executing software program code.
  • the software program code may be a client application of a service whose possible server application is running on a server apparatus 430, 431 of the system 400.
  • the control apparatus 120 may comprise a capturing device, such a sensor device, for providing vessel related signals and data.
  • the sensor device may comprise an accelerometer, an inclinometer, a gyroscope, a wind sensor, a positioning sensor, a temperature sensor, a pressure sensor, or a camera, for example.
  • the camera may also be used to provide video data and a microphone may be used for providing audio data, for example.
  • the sensor device may also provide environmental signals and data.
  • the marine vessel control apparatus 120 is configured to receive route plan information of the marine vessel for the dedicated route; determine energy consumption information associated to the dedicated route using the route plan information; receive characteristic information representing at least one operating characteristic of the marine vessel; generate dynamic energy management model using the route plan information, the energy consumption information and the characteristic information; and determine a task relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model.
  • the marine vessel is able to follow routes using an autonomous, semi-autonomous, remote controlled or manual maneuvering control. Furthermore, different DEMM operating modes may be automatically selected depending on the voyage progress.
  • control apparatus 120 is configured to generate dynamic energy management model (DEMM) using the route plan information, the energy consumption information and the characteristic information according to different embodiments and to determine a task relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model.
  • DEMM dynamic energy management model
  • control apparatus 120 may be operated in an autonomous mode, wherein the control apparatus 120 operates the DEMM model to autonomously control the marine vessel system 1 10 to follow and execute precise energy plan on the voyage between ports.
  • the transit operation between ports and the automated energy management operation may be performed using separate control modes. Alternatively, they may be combined as a single mode.
  • marine vessel any kinds of waterborne vessels, typically marine vessels. Most typically the marine vessel is a ferry, a cargo ship or large cruise vessel, but the present disclosure is also applicable for yachts, for example.
  • the control apparatus 120 is configured to be connectable to a public network 450, such as Internet, directly via local connection or via a wireless communication network 440 over a wireless connection 422.
  • the wireless connection 422 may comprise a mobile cellular network, a satellite network or a wireless local area network (WLAN), for example.
  • the wireless communication network 440 may be connected to a public data communication network 450, for example the Internet, over a data connection 441 .
  • the apparatus 120 may be configured to be connectable to the public data communication network 450, for example the Internet, directly over a data connection that may comprise a fixed or wireless mobile broadband access.
  • the wireless communication network 440 may be connected to a server apparatus
  • control apparatus 120 may set up local connections within the marine vessel system 1 10 with at least one capturing device and at least one automation device.
  • the capturing device such as a sensor, may be integrated to the apparatus 120, attached to the hull of the vessel and connected to the vessel control system or arranged as separate sensor device and connectable to the network 450 over separate connection.
  • the apparatus 120 and its client application may be configured to log into a vessel data service run on a server 430, for example.
  • the server apparatus 430 may be configured to log into a vessel data service run on a server 430, for example.
  • the server apparatus 430 may be configured to log into a vessel data service run on a server 430, for example.
  • real-time interaction may be provided between the apparatus 120 and the server 430 to collaborate for dynamic energy management model related data over a network 450.
  • Real-time interaction may also be provided between the apparatus 120 and the remote user device 460 to collaborate for any DEMM related data over a network 450, 461 .
  • the apparatus 120 may be connected to a plurality of different capturing devices and instruments and the apparatus 120 may be configured to select which sensor devices is actively collaborated with.
  • a user/operator of the apparatus 120 or the remote user device 460 may need to be logged in with user credentials to a chosen service of the network server 130.
  • the system 100 comprises a sensor device configured to be comprised by or connectable to the apparatus 120 over a local connection.
  • the local connection may comprise a wired connection or a wireless connection.
  • the wired interface may comprise such as universal serial bus (USB), National Marine Electronics Association (NMEA) 0183/2000 standard, or ethernet based protocols for example NMEA IEC61 162-450 standard for example.
  • the wireless connection may comprise acoustic connection, BluetoothTM, Radio Frequency Identification (RF-ID) or wireless local area network (WLAN), for example.
  • RFID Radio Frequency Identification
  • WLAN wireless local area network
  • NFC Near field communication
  • the system 100 may comprise a server apparatus 430, which comprises a storage device 431 for storing service data, service metrics and subscriber information, over data connection 451 .
  • the service data may comprise dynamic energy management model (DEMM) related data, voyage related data, waypoint properties related data, vessel related data, environmental data, navigation information, configuration data, energy consumption related data, energy production related data, characteristics information for the marine vessel, task information for the automation system, sensor data, user input data, real-time collaboration data, predefined settings, and attribute data, for example.
  • a proprietary application in the apparatus 120 may be a client application of a service whose server application is running on the server apparatus 430 of the system 400.
  • the proprietary application of the apparatus 120 may receive sensor input data and/or system data from a sub-system and provide the output data.
  • the input data may comprise data captured by the capturing device, such as a sensor device or a camera.
  • the output data may comprise task information for automation system(s) or energy voyage plan information, for example.
  • configuration information or application download information for any apparatus may be automatically downloaded and configured by the server 430.
  • the system server 430 may also take care of account creation process for the service, such sensor devices, apparatuses and users.
  • Timing of the download may also be configured to be automatic and optimized in view of the vessel travel plan. For example, download may be automatically taking place when the vessel is docked at harbor.
  • the association of the devices can be one-time or stored persistently on any of the devices or the server 430.
  • authentication of a sensor device or apparatus 120 on a system server 430 may utilize hardware or SIM credentials, such as International Mobile Equipment Identity (IMEI) or International Mobile Subscriber Identity (IMSI).
  • IMEI International Mobile Equipment Identity
  • IMSI International Mobile Subscriber Identity
  • the sensor device or apparatus 120 may transmit authentication information comprising IMEI and/or IMSI, for example, to the system server 430.
  • the system server 430 authenticates the device by comparing the received authentication information to authentication information of registered users / devices / vessels / apparatuses stored at the system server database 431 , for example. Such authentication information may be used for pairing the devices and/or apparatuses to generate association between them for a vessel data connection.
  • a service web application may be used for configuration of a system.
  • the service web application may be run on any user device, admin device, or a remote-control device 460, such as a personal computer connected to a public data network, such as Internet 450, for example.
  • the control apparatus 460 may also be connected locally to the apparatus 120 over a local connection 423 and may utilize the network connections of the apparatus 120 for configuration purposes.
  • the service web application of the control apparatus may provide searching/adding instruments, determining attributes, device setup and configuration, for example.
  • the service web application of the control apparatus 460 may be a general configuration tool for tasks being too complex to be performed on the user interface of the apparatus 120, for example.
  • a remote-control apparatus 460 may be authenticated and configuration data sent from the control apparatus 460 to the system server 430, 431 , wherein configuration settings may be modified based on the received data.
  • the modified settings may then be sent to the apparatus 120 over the network 450 and the local connection or the wireless operator.
  • the modified settings may also be sent to external devices correspondingly, through the apparatus 120 or directly over the network 450, for example.
  • the sensor device may be wireless or wired.
  • the system 400 may also comprise a plurality of satellites 410 in orbit about the Earth.
  • the orbit of each satellite 410 is not necessarily synchronous with the orbits of other satellites and, in fact, is likely asynchronous.
  • a global positioning system receiver apparatus such as the ones described in connection with preferred embodiments of the present invention is shown receiving spread spectrum Global Navigation Satellite System global positioning system (GNSS) satellite signals 412 from the various satellites 410.
  • GNSS Global Navigation Satellite System global positioning system
  • the remote-control apparatus 460 may be configured to be operated by a remote operator of the marine vessel system 1 10.
  • the remote-control apparatus 460 may be arranged on a ground station, on the vessel or on another vessel, for example.
  • precondition for an automatic route planning is the availability and the meaningful incorporation of all relevant data for an intended voyage. At least the following items must be considered: 1 ) the condition and state of the vessel, its stability, any operational limitations; its permissible draught at sea in fairways and in ports; its maneuvering data, including any restrictions; 2) up-to-date ECDIS charts to be used for the intended voyage, as well as any relevant permanent or temporary notices to mariners and existing radio navigational warnings; 3) climatological, hydrographical, and oceanographic data as well as other appropriate meteorological information; 4) existing ships' routing and reporting systems, vessel traffic services, and marine environmental protection measures; 5) status of power respectively propulsion plant, in particular the maximum available propulsion power over the time of executing the voyage; and 6) volume of traffic likely to be encountered throughout the voyage.
  • the input for an automatic route plan may come from a Remote Control Centre (RCC), the Remote Operation Centre (ROC) or the Fleet Operation Centre (FOC), depending on the level of autonomy.
  • a mission manager process may receive the order and provide it to the route planning and execution process of the apparatus 120.
  • the mission order contains at least destination port and planned arrival time. Additional parameters i.e. driven by cargo (avoiding of areas with predicted sea state above a certain level) can be part of it.
  • the voyage plan (e.g. information 320 in Fig. 3) finally consists of the following information: waypoint sequence incl. planned radius from berth to berth; route corridor around the route; additional information for harbor and docking maneuvering with regards to pivot points, max. speed per leg (speed limits) as well as planned trajectory of planned RPM (rotational speed), planned schedule (arrival) at every waypoint, contingency plan for each leg (save "parking" position or area in case of situations which cannot be handled by the system anymore) that is an input for the lizard brain, and required reporting points which have to trigger a system performing automatic reporting.
  • the voyage plan may be made public for the fleet as well as for public use, e.g. a maritime cloud.
  • FIG. 5 presents an example block diagram of a server apparatus 130 in which various embodiments of the invention may be applied.
  • the general structure of the server apparatus 130 comprises a processor 510, and a memory 520 coupled to the processor 510.
  • the server apparatus 130 further comprises software 530 stored in the memory 520 and operable to be loaded into and executed in the processor 510.
  • the software 530 may comprise one or more software modules and can be in the form of a computer program product.
  • the processor 510 may be, e.g., a central processing unit (CPU), a microprocessor, a digital signal processor (DSP), a graphics processing unit, or the like.
  • Fig. 5 shows one processor 510, but the server apparatus 130 may comprise a plurality of processors.
  • the memory 520 may be for example a non-volatile or a volatile memory, such as a read-only memory (ROM), a programmable read-only memory (PROM), erasable programmable read-only memory (EPROM), a random-access memory (RAM), a flash memory, a data disk, an optical storage, a magnetic storage, a smart card, or the like.
  • the server apparatus 130 may comprise a plurality of memories.
  • the memory 520 may be constructed as a part of the server apparatus 130 or it may be inserted into a slot, port, or the like of the server apparatus 130 by a user.
  • the memory 520 may serve the sole purpose of storing data, or it may be constructed as a part of an apparatus serving other purposes, such as processing data.
  • the communication interface module 550 implements at least part of radio transmission.
  • the communication interface module 550 may comprise, e.g., a wireless or a wired interface module.
  • the wireless interface may comprise such as a WLAN, Bluetooth, infrared (IR), radio frequency identification (RF ID), GSM/GPRS, CDMA, WCDMA, LTE (Long Term Evolution) or 5G radio module.
  • the wired interface may comprise such as universal serial bus (USB) or National Marine Electronics Association (NMEA) 0183/2000 standard for example.
  • the communication interface module 550 may be integrated into the server apparatus 130, or into an adapter, card or the like that may be inserted into a suitable slot or port of the server apparatus 130.
  • the communication interface module 550 may support one radio interface technology or a plurality of technologies. Captured or generated energy management model related data, voyage data, vessel characteristics data or environmental data, for example, may be received by the server apparatus 130 using the communication interface 550. Data may be stored for backup or processed and provided to a control apparatus 120. The data may be utilized for dynamic energy management model (DEMM) of another marine vessel, for example.
  • DEMM dynamic energy management model
  • the e-mail server process 560 which receives e-mail messages sent from control apparatuses 120 and computer apparatuses 160 via the network 450.
  • the server 560 may comprise a content analyzer module 561 , which checks if the content of the received message meets the criteria that are set for new activity data item of the service.
  • the content analyzer module 561 may for example check whether the e- mail message contains a valid vessel activity data item to be used for dynamic energy management model (DEMM) processing, for example.
  • DEMM dynamic energy management model
  • the valid data item received by the e-mail server is then sent to an application server 540, which provides application services e.g. relating to the user accounts stored in a user database 570 and content of the content management service.
  • the server apparatus 130 may comprise other elements, such as microphones, displays, as well as additional circuitry such as input/output (I/O) circuitry, memory chips, application-specific integrated circuits (ASIC), processing circuitry for specific purposes such as source coding/decoding circuitry, channel coding/decoding circuitry, ciphering/deciphering circuitry, and the like.
  • I/O input/output
  • ASIC application-specific integrated circuits
  • Fig. 6 presents an example block diagram of a computer apparatus 460 in which various embodiments of the invention may be applied.
  • the computer apparatus 460 may be a user equipment (UE), user device or apparatus, such as a mobile terminal, a smart phone, a laptop computer, a desktop computer or other communication device.
  • UE user equipment
  • user device or apparatus such as a mobile terminal, a smart phone, a laptop computer, a desktop computer or other communication device.
  • the general structure of the computer apparatus 460 comprises a user interface 640, a communication interface 650, a processor 610, and a memory 620 coupled to the processor 610.
  • the computer apparatus 460 further comprises software 630 stored in the memory 620 and operable to be loaded into and executed in the processor 610.
  • the software 630 may comprise one or more software modules and can be in the form of a computer program product.
  • the computer apparatus 160 may further comprise a user interface controller 660.
  • the processor 610 may be, e.g., a central processing unit (CPU), a microprocessor, a digital signal processor (DSP), a graphics processing unit, or the like.
  • Fig. 6 shows one processor 610, but the computer apparatus 460 may comprise a plurality of processors. Corresponding elements of the apparatus 460 is discussed in relation to control apparatus 120.
  • Fig. 7 shows a flow diagram showing operations in accordance with an example embodiment of the invention.
  • step 700 a computer-implemented method for automated energy management of a marine vessel for a dedicated route is started.
  • step 710 route plan information of the marine vessel for the dedicated route is determined.
  • step 720 energy consumption information associated to the dedicated route is determined using the route plan information.
  • characteristic information representing at least one operating characteristic of the marine vessel is received.
  • step 740 dynamic energy management model is generated using the route plan information, the energy consumption information and the characteristic information.
  • step 750 an automation task is determined relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model. The method is ended in step 760.
  • a technical effect of one or more of the example embodiments disclosed herein is improved method and apparatus for automated marine vessel energy management.
  • Another technical effect of one or more of the example embodiments disclosed herein is improved method and apparatus for autonomous marine vessel control.
  • Another technical effect of one or more of the example embodiments disclosed herein is that it enables performing the marine vessel energy production/consumption or energy storage related tasks automatically in the safest and most efficient way possible.
  • the operator may have oversight, the DEMM model based automation may be principally handled by software in autonomous mode.
  • Another technical effect of one or more of the example embodiments disclosed herein is that safety is improved since there is less likelihood of human error, less wear and tear since the energy management related devices and systems are efficiently utilized, and greater efficiency that allows reduced operating costs.

Abstract

Apparatus and computer-implemented method for automated energy management of a marine vessel for a dedicated route, the method comprising: determining route plan information of the marine vessel for the dedicated route; determining energy consumption information associated to the dedicated route using the route plan information; receiving characteristic information representing at least one operating characteristic of the marine vessel; generating dynamic energy management model using the route plan information, the energy consumption information and the characteristic information; and determining a task relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model.

Description

METHOD AND APPARATUS FOR AUTOMATED ENERGY MANAGEMENT OF MARINE VESSEL
TECHNICAL FIELD
[0001] The present application generally relates to automated energy management method and apparatus.
BACKGROUND
[0002] This section illustrates useful background information without admission of any technique described herein representative of the state of the art.
[0003] The present invention relates to automated energy management system. The present invention also relates to automation, power management and navigation systems.
[0004] In today’s marine vessels, energy management systems and power management systems are known, as well as navigation systems. Operation and management of the systems together still requires a more manual approach of the systems.
[0005] However, when planning a voyage or dedicated route there are vast number of parameters and factors that affect the overall energy management system of the marine vessel due to complexity of the energy production, energy consumption, environmental conditions and restrictions as well as navigational matters. That makes the manual operation and control of the energy management system for an optimal voyage extremely difficult and challenging.
[0006] Thus, a solution is needed to enable accurate, efficient, and reliable method for automated energy management system of a marine vessel for a dedicated route.
SUMMARY
[0007] Various aspects of examples of the invention are set out in the claims. [0008] According to a first example aspect of the present invention, there is provided a computer-implemented method for automated energy management of a marine vessel for a dedicated route, the method comprising:
determining route plan information of the marine vessel for the dedicated route; determining energy consumption information associated to the dedicated route using the route plan information;
receiving characteristic information representing at least one operating characteristic of the marine vessel;
generating dynamic energy management model using the route plan information, the energy consumption information and the characteristic information; and
determining a task relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model.
[0009] In an embodiment, the route plan information comprises at least one of the following:
navigation information; and
environmental information.
[0010] In an embodiment, the navigation information comprises at least one of the following:
destination information of the dedicated route;
remaining travel time of the dedicated route;
remaining distance of the dedicated route;
navigation information for the dedicated route;
waypoint information for the dedicated route;
emission restricted area information of the dedicated route; and
environmental restriction information of the dedicated route.
[0011] In an embodiment, the environmental information comprises at least one of the following:
weather information;
wind information; air pressure information;
ice information;
wave height, frequency or direction information;
tidal data;
current information;
water temperature information;
water saline level information; and
roll or pitch information.
[0012] In an embodiment, the operating characteristic of the marine vessel comprises at least one of the following:
information on currently active propulsion system;
status information of energy generation sub-system; and
status information of energy storage sub-system.
[0013] In an embodiment, the energy consumption information represents predicted energy consumption of at least one of the following: hotel load of the marine vessel, at least one propulsion device of the marine vessel, and automation system of the marine vessel.
[0014] In an embodiment, the hotel load represents load relating to at least one of lighting, heating, ventilation and fresh water generation.
[0015] In an embodiment, the method further comprises controlling an automation element of the marine vessel based on the determined task.
[0016] In an embodiment, the automation element is configured to control at least one of the following:
power management system of the marine vessel; and
navigation system of the marine vessel.
[0017] In an embodiment, the automation element is configured to control power management system of the marine vessel for at least one of the following:
schedule for changing power source;
schedule for changing used fuel;
schedule for changing operating mode of a combustion engine or other power source; schedule for activating exhaust gas cleaning system; and
schedule for operating HVAC (Heating, Ventilation and Air Conditioning).
[0018] In an embodiment, the power source is configured to be selected from at least following:
combustion-engine based power source;
hybrid power source; and
full electric power source.
[0019] In an embodiment, the method further comprises receiving operator acknowledgement for the determined task; and controlling an automation element of the marine vessel based on the determined task in response to the received operator acknowledgement.
[0020] In an embodiment, the method further comprises updating the dynamic energy management model in real-time based on the route plan information, the energy consumption information and the characteristic information.
[0021] In an embodiment, the method further comprises receiving confirmation of the task being performed from the automation element being controlled by the task; and updating the dynamic energy management model based on the route plan information, the energy consumption information and the characteristic information in response to the received confirmation.
[0022] In an embodiment, the method further comprises determining a task relating the route plan information automatically based on the dynamic energy management model.
[0023] In an embodiment, the method further comprises dynamically adjusting the route plan information based on the determined task relating the route plan information.
[0024] In an embodiment, the method further comprises dynamically adjusting navigation information of the route plan information.
[0025] In an embodiment, the method further comprises dynamically adjusting navigation information for the dedicated route.
[0026] In an embodiment, the method further comprises dynamically adjusting waypoint information for the dedicated route. [0027] In an embodiment, the method further comprises dynamically adjusting destination information or remaining travel time of the dedicated route.
[0028] In an embodiment, the method further comprises scheduling of energy consumption or energy generation using the determined task relating the route plan information automatically based on the dynamic energy management model.
[0029] In an embodiment, the scheduling is based on the dynamic energy management model generated using at least one of the following:
emission restricted area information of the dedicated route; and
environmental restriction information of the dedicated route.
[0030] According to a second example aspect of the present invention, there is provided a marine vessel control apparatus, comprising:
a communication interface for transceiving data;
at least one processor; and
at least one memory including computer program code;
the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to:
determine route plan information of the marine vessel for the dedicated route;
determine energy consumption information associated to the dedicated route using the route plan information;
receive characteristic information representing at least one operating characteristic of the marine vessel;
generate dynamic energy management model using the route plan information, the energy consumption information and the characteristic information; and
determine a task relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model.
[0031] In an embodiment, the apparatus further comprises at least one sensor, wherein the at least one sensor is configured to provide marine vessel related data or environment related data. [0032] According to a third example aspect of the present invention, there is provided a computer program embodied on a computer readable medium comprising computer executable program code, which code, when executed by at least one processor of an apparatus, causes the apparatus to:
receive route plan information of the marine vessel for the dedicated route;
determine energy consumption information associated to the dedicated route using the route plan information;
receive characteristic information representing at least one operating characteristic of the marine vessel;
generate dynamic energy management model using the route plan information, the energy consumption information and the characteristic information; and
determine a task relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model.
[0033] Different non-binding example aspects and embodiments of the present invention have been illustrated in the foregoing. The embodiments in the foregoing are used merely to explain selected aspects or steps that may be utilized in implementations of the present invention. Some embodiments may be presented only with reference to certain example aspects of the invention. It should be appreciated that corresponding embodiments may apply to other example aspects as well.
BRIEF DESCRIPTION OF THE DRAWINGS
[0034] For a more complete understanding of example embodiments of the present invention, reference is now made to the following descriptions taken in connection with the accompanying drawings in which:
[0035] Fig. 1 shows a schematic picture of a marine vessel and a system according to an example embodiment of the invention;
[0036] Fig. 2 presents an example block diagram of a control apparatus in which various embodiments of the invention may be applied;
[0037] Fig. 3 shows a schematic picture of a dynamic energy management model (DEMM) and related information flows according to an example embodiment; [0038] Fig. 4 shows a schematic picture of a system according to an example embodiment;
[0039] Fig. 5 presents an example block diagram of a server apparatus in which various embodiments of the invention may be applied;
[0040] Fig. 6 presents an example block diagram of a computer apparatus in which various embodiments of the invention may be applied; and
[0041] Fig. 7 shows a flow diagram showing operations in accordance with an example embodiment of the invention.
DETAILED DESCRIPTION OF THE DRAWINGS
[0042] In the following description, like numbers denote like elements.
[0043] Embodiments of the invention relate to automated energy management system of a marine vessel for a voyage between ports or waypoints, for example.
[0044] In a marine vessel or a ship, fuel, such as oil or natural gas, may be used as an energy source for one or more combustion engines that operate generators or the main propellers of the marine vessel. The fuel may be delivered to the marine vessel in the harbors or during the voyage by fuel tankers, for example. Hybrid solutions exist that provide battery-based backup or auxiliary energy source for the marine vessel as well.
[0045] Power production and propulsion system have been targets for continuous adjustment, control and monitoring to achieve optimal efficiency with respect to the vessel performance. Power control is a fundamental part of the control system of a vessel. Likewise, the propulsion system is controlled to produce the required power by using the available electric and/or primary energy. In practice, however, the sufficiency of energy has not been as critical as the efficiency of the devices and their control systems.
[0046] By controlling the power of the separate devices on board, energy can be consumed efficiently and economically. This applies e.g. for individual propulsion units, pumps, automation, lighting and heating equipment, as well as other auxiliary devices. [0047] Many other factors affect the overall energy efficiency of the marine vessel and should be considered in the ship performance including optimization and configuration of the power plant of the ship, choice of fuel type, the trim and list of the ship and the planned route.
[0048] A computer software implemented simulation, or a computer software implemented model, is a computer program that is configured to simulate an abstract model of a system. Optimization of ship energy performance, like energy consumption, has been performed by creating such computer-implemented simulation models that describe relationships and dependencies between operational variable factors of the ship and parameters presenting input variables that these factors depend on. The models enable prediction of the behavior of the system from a set of parameters and initial conditions.
[0049] The reliability and the trust that can be put in such computer simulations depend on the validity of the simulation model.
[0050] Modeling the dependencies between the performance variable and the affecting input variables are complicated and based on empirical methods. Trustworthy model requires deep understanding on both energy production and consumption. Prior art methods require human effort and manual setting of parameters as well as manual system control based on the model output.
[0051] The object of this invention is to develop simulation models that give more detailed and reliable information about different factors affecting the ship energy performance and control vessel automation in accurate and efficient way.
[0052] In an embodiment, automation, power management and energy management systems are configured to be operated together so that a support tool and scheduler is developed that can either assist the chief engineer in optimizing the use of the on-board systems and schedule the activities for each system or control the board system automatically to support better autonomous marine vessels, for example.
[0053] Different operating schedules may be defined, such as basic operation mode, electronic operation mode and automated operation mode, for example. Within the basic operation mode, schedule information can be provided in printed form or electronically to the engine crew and use for scheduling the use of equipment based on energy consumption and generation. Within the electronic operation mode, the schedule information can be provided as embedded into the main systems providing the schedule in electronic format along with a notification prior to every new task to be performed and a request for acknowledge. Within the automated operation mode, the schedule information can be provided embedded into the main systems scheduling and further executing the use of equipment and energy generation with a mere notification to the engine crew or remote-control station.
[0054] Currently it is still common that energy management systems and power management systems are operated separate from navigation systems, which requires a manual approach to the operation and management of the systems. Disclosed embodiments are configured to automate the interaction between the navigational route planning and the energy route planning. Such operation may include scheduling of energy consumption (use of equipment) and energy generation along with when to use different types of fuel/propulsion/exhaust gas cleaning system (e.g. scrubber) to comply with local environmental requirements, for example.
[0055] By allowing an extended exchange of data between more systems, it makes it possible to create a better optimization and utilization of the on-board systems and it makes the work of the chief engineer easier to plan and perform.
[0056] Fig. 1 shows a schematic picture of a marine vessel 105 and a marine vessel system 1 10 according to an example embodiment.
[0057] The marine vessel system 1 10 comprises a control apparatus 120 configured to provide and operate a dynamic energy management model (DEMM) 121 .
[0058] When planning a voyage between ports or waypoints, for example, route plan information is determined. The dynamic energy management model (DEMM) 121 is maintained and operated by the control apparatus 120 and receives route plan information for a dedicated route. The route plan information may be generated by the control apparatus 120 or received by the control apparatus 120. The route plan information is generated using information from navigation system 130 that is configured to provide route plan related information based on weather conditions, time schedule, safety aspects and fuel consumption (e.g. based on estimated fuel consumption and weather forecast), for example. As part of the planning steps an estimate of the resources available and possible constraints to the voyage plan are needed as well. Energy consumption information associated to the dedicated route may be determined using the route plan information. Furthermore, characteristic information representing at least one operating characteristic of the marine vessel may be received and the dynamic energy management model (DEMM) 121 is generated using the route plan information, the energy consumption information and the characteristic information. Based on the dynamic energy management model (DEMM) 121 , a task may be determined relating to at least one of energy production, energy consumption and energy storage within the marine vessel automatically.
[0059] In an embodiment, the determined task may relate to vessel activities (maintenance of sub-systems, fresh water production, etc.) based on the route plan and weather forecasts (when is power required from the bridge while underway). By establishing an extended interface between the DEMM model 121 and other systems like the navigation system 130, automation system 190, power generation system 140, propulsion system 150, fuel system 160, energy load system 170 and sensor system 180, for example, it is possible to automate the activities related to planning the energy production and consumption for the voyage and provide an energy voyage plan determining when certain tasks are to be performed and when systems should be ready on standby or switched on/off. The energy voyage plan of the DEMM 121 can include schedules for changing from diesel oil to LNG, change of propulsion (electrical vs. combustion in hybrid ships), change of propulsion energy source (e.g. electric motor powering the propulsion wherein the energy source for the energy motor is changed), or for activating the exhaust gas cleaning system (e.g. scrubber and/or SCR), for example. By establishing a DEMM 121 for communicating between systems 120-190 it is possible for the on-board systems to negotiate the optimal solution for the voyage. Top priority for optimization may be defined to be safety, and second and third priority can be set by the ship operator (fuel consumption, speed/time, etc.), for example. The DEMM 121 operates as a virtual energy pilot for the voyage. The fuel system 160 may be configured to select from at least one of the following energy sources: diesel, liquified natural gas (LNG), liquified petroleum gas (LPG), methanol, low sulfur heavy fuel oil (HFO), marine gas oil (MGO), and hydrogen, for example.
[0060] Propulsion system 150 may utilize power source to be selected from at least one of the following: combustion-engine based power source; hybrid power source; and full electric power source.
[0061] The DEMM 121 solution will allow different levels of automation within vessels. In first operation mode, DEMM 121 may be configured to provide an energy voyage plan, which the engineers can use for scheduling their activities. In second operation mode, DEMM 121 may be configured to provide an embedded solution, wherein the sub-systems can notify the operator based on the energy voyage plan, when to perform certain tasks or be switched on or set to standby. This notification is repeated on the main display in the engine control room or remote-control station. In third operation mode, DEMM 121 may be configured to provide a solution to be fully automated and automatically executing the energy voyage plan of the DEMM 121 with merely notification provided to the operator or remote-control station when performing different automated tasks.
[0062] Fig. 2 presents an example block diagram of a control apparatus 120 in which various embodiments of the invention may be applied. The control apparatus 120 is configured to maintain and/or operate the dynamic energy management module (DEMM).
[0063] The general structure of the control apparatus 120 comprises a user interface 240, a communication interface 250, a processor 210, and a memory 220 coupled to the processor 210. The control apparatus 120 further comprises software 230 stored in the memory 220 and operable to be loaded into and executed in the processor 210. The software 230 may comprise one or more software modules and can be in the form of a computer program product, such as the DEMM 121 of Fig. 1 . The control apparatus 120 may further comprise a user interface controller 260.
[0064] The processor 210 may be, e.g., a central processing unit (CPU), a microprocessor, a digital signal processor (DSP), a graphics processing unit, or the like. Fig. 2 shows one processor 210, but the apparatus 120 may comprise a plurality of processors.
[0065] The memory 220 may be for example a non-volatile or a volatile memory, such as a read-only memory (ROM), a programmable read-only memory (PROM), erasable programmable read-only memory (EPROM), a random-access memory (RAM), a flash memory, a data disk, an optical storage, a magnetic storage, a smart card, or the like. The apparatus 120 may comprise a plurality of memories. The memory 220 may be constructed as a part of the apparatus 120 or it may be inserted into a slot, port, or the like of the apparatus 120 by a user. The memory 220 may serve the sole purpose of storing data, or it may be constructed as a part of an apparatus serving other purposes, such as processing data. A proprietary application, such as computer program code for DEMM 121 , voyage related data, vessel related data, sensor data or environmental data may be stored to the memory 220.
[0066] In an embodiment, the apparatus 120 is configured to perform a computer- implemented method for automated energy management of a marine vessel for a dedicated route, the method comprising: determining route plan information of the marine vessel for the dedicated route; determining energy consumption information associated to the dedicated route using the route plan information; receiving characteristic information representing at least one operating characteristic of the marine vessel; generating dynamic energy management model using the route plan information, the energy consumption information and the characteristic information; and determining a task relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model. An automation element of the marine vessel may be controlled automatically based on the task.
[0067] The user interface controller 260 or the user interface 240 may comprise circuitry for receiving input from a user of the control apparatus 120 (an operator), e.g., via a keyboard, graphical user interface shown on the display of the user interfaces 240 of the control apparatus 120, speech recognition circuitry, or an accessory device, such as a headset, and for providing output to the user via, e.g., a graphical user interface or a loudspeaker. [0068] The communication interface module 250 implements at least part of data transmission. The communication interface module 250 may comprise, e.g., a wireless or a wired interface module. The wireless interface may comprise such as a WLAN, Bluetooth, infrared (IR), radio frequency identification (RF ID), GSM/GPRS, CDMA, WCDMA, LTE (Long Term Evolution) or 5G radio module. The wired interface may comprise such as universal serial bus (USB) or National Marine Electronics Association (NMEA) 0183/2000 standard for example. The communication interface module 250 may be integrated into the control apparatus 120, or into an adapter, card or the like that may be inserted into a suitable slot or port of the control apparatus 120. The communication interface module 250 may support one radio interface technology or a plurality of technologies. The control apparatus 120 may comprise a plurality of communication interface modules 250.
[0069] A skilled person appreciates that in addition to the elements shown in Fig. 2, the control apparatus 120 may comprise other elements, such as microphones, extra displays, as well as additional circuitry such as input/output (I/O) circuitry, memory chips, application-specific integrated circuits (ASIC), processing circuitry for specific purposes such as source coding/decoding circuitry, channel coding/decoding circuitry, ciphering/deciphering circuitry, and the like. Additionally, the control apparatus 120 may comprise a disposable or rechargeable battery (not shown) for powering when external power if external power supply is not available.
[0070] In an embodiment, the control apparatus 120 comprises speech recognition means. Using these means, a pre-defined phrase may be recognized from the speech and translated into control information for the apparatus 120, for example.
[0071] External devices or sub-systems (e.g. elements 130-190 of Fig. 1 ) may be connected to the control apparatus 120 using communication interface 250 of the apparatus 120 or using a direct connection to the internal bus of the apparatus 120.
[0072] Fig. 3 shows a schematic picture of a dynamic energy management model (DEMM) 121 and related information flows according to an example embodiment.
[0073] Elements 320-380 may have alternative ways to connect with each other and Fig. 3 only shows one example embodiment. Furthermore, only connections that relate somehow to dynamic energy management model (DEMM) 121 are illustrated. For example, environmental information 340 is also used for route planning and thus for the route plan information 320 but direct connection between blocks 320 and 340 is not shown for simplifying the Fig. 3.
[0074] The dynamic energy management model (DEMM) 121 can be configured to operate as a stand-alone solution or as an integrated part of the energy management system/power management system of the marine vessel. The dynamic energy management model (DEMM) 121 enables automation of the energy production and consumption, and further enables a higher degree of autonomous operation on board conventional marine vessels and paves the way for energy management for autonomous marine vessels.
[0075] In an embodiment, the dynamic energy management model (DEMM) 121 is interfaced with the navigation system, automation system, power management system and sub-systems like engines and generators, as shown in Fig. 1 , for example. The dynamic energy management model (DEMM) 121 may further be configured to receive and manage information about the health status of sub-systems directly or through the power management and automation systems. The dynamic energy management model (DEMM) 121 can generate tasks and/or instructions for the automation and power management systems based on route plan information, energy consumption information and characteristic information of the marine vessel.
[0076] The dynamic energy management model (DEMM) 121 is arranged to receive route plan information 320 including information like weather forecasts, navigation information for the dedicated route, waypoint information for the dedicated route, emission restricted areas, environmental restrictions and other relevant information. The route plan information 320 may be received from the navigation system of the marine vessel system or the route plan information 320 may be generated by the control apparatus 120. The route plan information 320 may comprise at least one of the following: navigation information; and environmental information. The navigation information may comprise at least one of the following: destination information of the dedicated route; remaining travel time of the dedicated route; remaining distance of the dedicated route; navigation information for the dedicated route; waypoint information for the dedicated route; emission restricted area information of the dedicated route; and environmental restriction information of the dedicated route.
[0077] Energy consumption information 360 associated to the dedicated route may be determined using the route plan information 320. The energy consumption information 360 relates to predicted energy consumption of at least one of the following: hotel load of the marine vessel, at least one propulsion device of the marine vessel, and automation system of the marine vessel. The hotel load may represent load relating to at least one of lighting, heating, ventilation and fresh water generation during the dedicated voyage. Thus, hotel load may relate to any electrical load caused by all systems on a vehicle (especially a marine vessel) other than propulsion. Energy consumption information 360 may comprise planned energy consumption in relation to different tasks and health status information and availability of the vessel systems during the voyage and used as an input for the dynamic energy management model (DEMM) 121 .
[0078] In case there are constraints in the access to power or a mismatch between production and consumption of energy (consumption exceeds the possible production), the dynamic energy management model (DEMM) 121 will generate dynamic change proposals to the route plan information 320 made by the navigation system, for example. The energy consumption information 360 is received by the dynamic energy management model (DEMM) 121 .
[0079] In an embodiment, the dynamic energy management model (DEMM) 121 may be configured to automate interaction between navigational route planning and energy route planning. Such operation may include scheduling of energy consumption (use of equipment) and energy generation.
[0080] In an embodiment, the control apparatus 120 may be configured to determine a task relating to the route plan information 320 automatically based on the dynamic energy management model (DEMM) 121 . Thus, the route plan information 320 that is determined for a dedicated route, may be dynamically adjusted automatically using the dynamic energy management model (DEMM) 121. [0081] In an embodiment, the control apparatus 120 may be configured to dynamically adjust navigation information of the route plan information. Furthermore, the control apparatus 120 may be configured to dynamically adjust navigation information for the dedicated route, and, for example, dynamically adjusting waypoint information for the dedicated route.
[0082] In an embodiment, the control apparatus 120 may be configured to dynamically adjust destination information or remaining travel time of the dedicated route.
[0083] The energy consumption information 360 may be configured to be defined using also other input information than only the route plan information 320. For example, characteristics information 330, environmental information 340 or operator input 380 may be used together with the route plan information 320.
[0084] The dynamic energy management model (DEMM) 121 is further arranged to receive characteristic information 330 representing at least one operating characteristic of the marine vessel. The operating characteristic information 330 of the marine vessel may comprise at least one of the following: information on currently active propulsion system; status information of energy generation sub-system; and status information of energy storage sub-system, such as a battery system.
[0085] The dynamic energy management model (DEMM) 121 may further be arranged to receive environmental information 340 separate or in addition to possible environmental information included in the route plan information 320. The environmental information 340 may represent at least one current environmental characteristic of the marine vessel, such as weather information; wind information; air pressure information; ice information; wave height, frequency or direction information; tidal data; current information; water temperature information; water saline level information; and roll or pitch information.
[0086] In an embodiment, the control apparatus 120 is configured to schedule energy consumption or energy generation using a determined task relating the route plan information automatically based on the dynamic energy management model (DEMM) 121 . The scheduling may be based on the dynamic energy management model (DEMM) 121 generated using at least one of the following: emission restricted area information of the dedicated route; and environmental restriction information of the dedicated route.
[0087] In an embodiment, if there has not been identified any violations of possible constraints, the dynamic energy management model (DEMM) 121 may generate at least one task for controlling an automation element of the automation system 350 for energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model 121 and control the associated automation element of the marine vessel automation system 350 based on the determined task.
[0088] In an embodiment, the automation element of the marine vessel automation system 350 is configured to control at least one of the following: power management system of the marine vessel and navigation system of the marine vessel. The automation element may be configured to control, for example, power management system of the marine vessel for at least one of the following: schedule for changing propulsion power source; schedule for changing used fuel; schedule for activating exhaust gas cleaning system (e.g. scrubber and/or SCR); and schedule for operating HVAC (Heating, Ventilation and Air Conditioning). The automation element may also be configured to control, for example, power management system of the marine vessel for schedule for changing operating modes of combustion engine(s) or other power sources (in so far these operating modes influence efficiency of the power generation, for example).
[0089] In an embodiment, a control apparatus 120 processing the dynamic energy management model (DEMM) 121 is configured to receive confirmation of the task being performed from an automation element 350 being controlled by the task, and to update the dynamic energy management model 121 based on the route plan information, the energy consumption information and the characteristic information in response to the received confirmation.
[0090] In an embodiment, if there has not been identified any violations of possible constraints, the dynamic energy management model (DEMM) 121 will generate energy voyage plan (EVP) 370 and utilize the energy voyage plan (EVP) 370 for determining control tasks relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model.
[0091] While cruising and performing transit during the voyage, the dynamic energy management model (DEMM) 121 maintains a dynamic and up-to-date situational awareness in relation to the executed route (navigation) and energy route plan and the continued health status from all energy consumers and producers. If the situation changes and a system changes health status, the dynamic energy management model (DEMM) 121 may be configured to update the energy voyage plan 370 including tasks and automatically notifying the navigation system to allow the navigation system to modify the route plan information accordingly.
[0092] Because the dynamic energy management model (DEMM) 121 has access to information about optimal operation conditions of the sub-systems, the model can help to avoid stressing engines, generators and other subsystems, as the safety limit parameters are known to the dynamic energy management model (DEMM) 121 . An operating mode may be used wherein only confirmed request from the operator is needed, and the dynamic energy management model (DEMM) 121 may allow running sub-systems outside the optimal operation conditions.
[0093] The energy voyage plan 370 information can be provided in a first mode as a schedule made available to the engineers to follow. The engineers may perform the scheduled tasks for the automation system 350 based on the energy voyage plan 370. In a second mode, the energy voyage plan 370 may be embedded in the main display of the engine control room and the power management system, for example. The automation system may be further configured to provide an integrated guidance tool to prompt the operator when a task should take place and by acknowledgement from the operator enable and perform the task and end the task when performed. A third mode allows a fully automated solution, where the operator may only be informed about the energy voyage plan 370 or the tasks determined by the dynamic energy management model (DEMM) 121 . Optionally, current status of the model and next steps may be informed to the operator but the dynamic energy management model (DEMM) 121 is configured to control automation elements automatically. In such embodiment the energy voyage plan 370 may be optional. [0094] It is possible to override the dynamic energy management model (DEMM) 121 by changing it to standby mode and allowing a manual operation of the power management and automation systems and the sub-systems. At the third mode, the dynamic energy management model (DEMM) 121 can operate autonomously together with the navigation system and all the sub-systems. Instead of notifying the operator, the dynamic energy management model (DEMM) 121 may log (e.g. using the energy voyage plan 370) the activities and events and will only request assistance from the mission controller or a human operator in case the dynamic energy management model (DEMM) 121 is facing a situation it cannot handle or it is not available for operation.
[0095] In an embodiment, the energy voyage plan 370 may also comprise automatic information being sent to port authority system for approaching arrival. The information being sent may relate to, for example, estimate of power and/or energy required while staying at berth. By doing that the harbor authorities can make a better estimate how much electricity they need to buy on the spot market for the vessel about to be docked. The port information system may have a dynamic energy management model of its own that receives inputs from all vessels arriving to the port.
[0096] The dynamic energy management model (DEMM) 121 is configured to control sub-systems and fuel selection via the automation and power management systems and the DEMM model 121 can e.g. automatically negotiate the planned route with the navigation system based on the availability of energy producers and their health status (able to operate 0-100%) and the planned energy consumption in relation to ship operation, time and ship position, for example.
[0097] In an embodiment, the dynamic energy management model (DEMM) 121 is configured to receive input from an operator (USR) 380 either on-board the vessel or remote at other vessel or ground station, for example. In certain pre-defined operating modes or tasks, it may be required that operator acknowledgement is received from the operator (USR) 380 for the determined task the dynamic energy management model (DEMM) 121 before controlling an automation element of the marine vessel based on the determined task in response to the received operator acknowledgement.
[0098] In an embodiment, the dynamic energy management model (DEMM) 121 may be updated in real-time based on the route plan information 320, the energy consumption information 360 and the characteristic information 330.
[0099] In an embodiment, when receiving confirmation from the operator 380 of the task being performed, the dynamic energy management model 121 is updated based on the route plan information 320, the energy consumption information 360 and the characteristic information 330 in response to the received confirmation.
[00100] In an embodiment, in autonomous vessel operation mode, automatic route planning may be executed to provide the route plan information 320 for a safe and optimized route taking into account planned destination and ETA, up to date chart data from the ECDIS, draft of the vessel, predicted environmental conditions (ocean current, wind and sea state) as well as status information's from the power and propulsion plant. Furthermore, a contingency plan to stop the vessel safely in case of emergency is generated along the route for every leg or even leg segment, for example. The approval mechanisms of the route plan 320 may vary depending on autonomy level in use, authority rule sets and customer specifications. Once the route plan is activated and being executed by the Integrated Navigation / DP System (Trackpilot, Speedpilot, DP), the control system is permanently monitoring and adapting the route execution with regards to track- and schedule keeping) if necessary. Reasons for adaptation can be, for example: new destination and/or new ETA, differences between predicted and real environmental conditions, collision avoidance maneuvers, and unexpected changes in the propulsion / power plant (i.e. unforeseen equipment failure).
[00101] Fig. 4 shows a schematic picture of a system 400 according to an example embodiment. A marine vessel system 1 10 comprises a control apparatus 120 for controlling automated energy management of the marine vessel for a dedicated route.
[00102] The control apparatus 120 is capable of downloading and locally executing software program code. The software program code may be a client application of a service whose possible server application is running on a server apparatus 430, 431 of the system 400. The control apparatus 120 may comprise a capturing device, such a sensor device, for providing vessel related signals and data. The sensor device may comprise an accelerometer, an inclinometer, a gyroscope, a wind sensor, a positioning sensor, a temperature sensor, a pressure sensor, or a camera, for example. The camera may also be used to provide video data and a microphone may be used for providing audio data, for example. The sensor device may also provide environmental signals and data.
[00103] In an embodiment, the marine vessel control apparatus 120 is configured to receive route plan information of the marine vessel for the dedicated route; determine energy consumption information associated to the dedicated route using the route plan information; receive characteristic information representing at least one operating characteristic of the marine vessel; generate dynamic energy management model using the route plan information, the energy consumption information and the characteristic information; and determine a task relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model.
[00104] Between ports, the marine vessel is able to follow routes using an autonomous, semi-autonomous, remote controlled or manual maneuvering control. Furthermore, different DEMM operating modes may be automatically selected depending on the voyage progress.
[00105] In an embodiment, the control apparatus 120 is configured to generate dynamic energy management model (DEMM) using the route plan information, the energy consumption information and the characteristic information according to different embodiments and to determine a task relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model.
[00106] In an embodiment, the control apparatus 120 may be operated in an autonomous mode, wherein the control apparatus 120 operates the DEMM model to autonomously control the marine vessel system 1 10 to follow and execute precise energy plan on the voyage between ports. [00107] The transit operation between ports and the automated energy management operation may be performed using separate control modes. Alternatively, they may be combined as a single mode.
[00108] In the present description, by marine vessel are meant any kinds of waterborne vessels, typically marine vessels. Most typically the marine vessel is a ferry, a cargo ship or large cruise vessel, but the present disclosure is also applicable for yachts, for example.
[00109] The control apparatus 120 is configured to be connectable to a public network 450, such as Internet, directly via local connection or via a wireless communication network 440 over a wireless connection 422. The wireless connection 422 may comprise a mobile cellular network, a satellite network or a wireless local area network (WLAN), for example. The wireless communication network 440 may be connected to a public data communication network 450, for example the Internet, over a data connection 441 . The apparatus 120 may be configured to be connectable to the public data communication network 450, for example the Internet, directly over a data connection that may comprise a fixed or wireless mobile broadband access. The wireless communication network 440 may be connected to a server apparatus
430 of the system 400, over a data connection.
[00110] In an embodiment, the control apparatus 120 may set up local connections within the marine vessel system 1 10 with at least one capturing device and at least one automation device. The capturing device, such as a sensor, may be integrated to the apparatus 120, attached to the hull of the vessel and connected to the vessel control system or arranged as separate sensor device and connectable to the network 450 over separate connection.
[00111] The apparatus 120 and its client application may be configured to log into a vessel data service run on a server 430, for example. The server apparatus 430,
431 may be used to maintain any data, such receiving route plan information of the marine vessel for the dedicated route, energy consumption information associated to the dedicated route, characteristic information representing at least one operating characteristic of the marine vessel, dynamic energy management model related data, or task related information, for example. [00112] In an embodiment, real-time interaction may be provided between the apparatus 120 and the server 430 to collaborate for dynamic energy management model related data over a network 450. Real-time interaction may also be provided between the apparatus 120 and the remote user device 460 to collaborate for any DEMM related data over a network 450, 461 .
[00113] The apparatus 120 may be connected to a plurality of different capturing devices and instruments and the apparatus 120 may be configured to select which sensor devices is actively collaborated with.
[00114] A user/operator of the apparatus 120 or the remote user device 460 may need to be logged in with user credentials to a chosen service of the network server 130.
[00115] In an embodiment, the system 100 comprises a sensor device configured to be comprised by or connectable to the apparatus 120 over a local connection. The local connection may comprise a wired connection or a wireless connection. The wired interface may comprise such as universal serial bus (USB), National Marine Electronics Association (NMEA) 0183/2000 standard, or ethernet based protocols for example NMEA IEC61 162-450 standard for example. The wireless connection may comprise acoustic connection, Bluetooth™, Radio Frequency Identification (RF-ID) or wireless local area network (WLAN), for example. Near field communication (NFC) may also be used for sensor device identification between the sensor device and the apparatus 120, for example.
[00116] In an embodiment, the system 100 may comprise a server apparatus 430, which comprises a storage device 431 for storing service data, service metrics and subscriber information, over data connection 451 . The service data may comprise dynamic energy management model (DEMM) related data, voyage related data, waypoint properties related data, vessel related data, environmental data, navigation information, configuration data, energy consumption related data, energy production related data, characteristics information for the marine vessel, task information for the automation system, sensor data, user input data, real-time collaboration data, predefined settings, and attribute data, for example. [00117] In an embodiment, a proprietary application in the apparatus 120 may be a client application of a service whose server application is running on the server apparatus 430 of the system 400.
[00118] The proprietary application of the apparatus 120 may receive sensor input data and/or system data from a sub-system and provide the output data. The input data may comprise data captured by the capturing device, such as a sensor device or a camera. The output data may comprise task information for automation system(s) or energy voyage plan information, for example.
[00119] In an embodiment, configuration information or application download information for any apparatus may be automatically downloaded and configured by the server 430. Thus, the user of the devices may not need to do any initialization or configuration for the service. The system server 430 may also take care of account creation process for the service, such sensor devices, apparatuses and users. Timing of the download may also be configured to be automatic and optimized in view of the vessel travel plan. For example, download may be automatically taking place when the vessel is docked at harbor.
[00120] In an embodiment, the association of the devices can be one-time or stored persistently on any of the devices or the server 430.
[00121] In an embodiment, authentication of a sensor device or apparatus 120 on a system server 430 may utilize hardware or SIM credentials, such as International Mobile Equipment Identity (IMEI) or International Mobile Subscriber Identity (IMSI). The sensor device or apparatus 120 may transmit authentication information comprising IMEI and/or IMSI, for example, to the system server 430. The system server 430 authenticates the device by comparing the received authentication information to authentication information of registered users / devices / vessels / apparatuses stored at the system server database 431 , for example. Such authentication information may be used for pairing the devices and/or apparatuses to generate association between them for a vessel data connection.
[00122] In an embodiment, a service web application may be used for configuration of a system. The service web application may be run on any user device, admin device, or a remote-control device 460, such as a personal computer connected to a public data network, such as Internet 450, for example. The control apparatus 460 may also be connected locally to the apparatus 120 over a local connection 423 and may utilize the network connections of the apparatus 120 for configuration purposes. The service web application of the control apparatus may provide searching/adding instruments, determining attributes, device setup and configuration, for example. The service web application of the control apparatus 460 may be a general configuration tool for tasks being too complex to be performed on the user interface of the apparatus 120, for example.
[00123] In an embodiment, a remote-control apparatus 460 may be authenticated and configuration data sent from the control apparatus 460 to the system server 430, 431 , wherein configuration settings may be modified based on the received data. In an embodiment, the modified settings may then be sent to the apparatus 120 over the network 450 and the local connection or the wireless operator. The modified settings may also be sent to external devices correspondingly, through the apparatus 120 or directly over the network 450, for example.
[00124] In an embodiment, the sensor device may be wireless or wired.
[00125] The system 400 may also comprise a plurality of satellites 410 in orbit about the Earth. The orbit of each satellite 410 is not necessarily synchronous with the orbits of other satellites and, in fact, is likely asynchronous. A global positioning system receiver apparatus such as the ones described in connection with preferred embodiments of the present invention is shown receiving spread spectrum Global Navigation Satellite System global positioning system (GNSS) satellite signals 412 from the various satellites 410.
[00126] The remote-control apparatus 460 may be configured to be operated by a remote operator of the marine vessel system 1 10. The remote-control apparatus 460 may be arranged on a ground station, on the vessel or on another vessel, for example.
[00127] In an embodiment, precondition for an automatic route planning is the availability and the meaningful incorporation of all relevant data for an intended voyage. At least the following items must be considered: 1 ) the condition and state of the vessel, its stability, any operational limitations; its permissible draught at sea in fairways and in ports; its maneuvering data, including any restrictions; 2) up-to-date ECDIS charts to be used for the intended voyage, as well as any relevant permanent or temporary notices to mariners and existing radio navigational warnings; 3) climatological, hydrographical, and oceanographic data as well as other appropriate meteorological information; 4) existing ships' routing and reporting systems, vessel traffic services, and marine environmental protection measures; 5) status of power respectively propulsion plant, in particular the maximum available propulsion power over the time of executing the voyage; and 6) volume of traffic likely to be encountered throughout the voyage.
[00128] The input for an automatic route plan may come from a Remote Control Centre (RCC), the Remote Operation Centre (ROC) or the Fleet Operation Centre (FOC), depending on the level of autonomy. A mission manager process may receive the order and provide it to the route planning and execution process of the apparatus 120. The mission order contains at least destination port and planned arrival time. Additional parameters i.e. driven by cargo (avoiding of areas with predicted sea state above a certain level) can be part of it. Based on input from 1 ) and 2) above and defined safety precautions / margins (i.e. safety corridor) an automatic routing algorithm will find in the first instance a geometrically optimal route from A to B. Geometric adaptations as well as the generation of the schedule by means of considering information's from 3), 5) and 6) will be performed by an optimization engine afterwards.
[00129] In an embodiment, the voyage plan (e.g. information 320 in Fig. 3) finally consists of the following information: waypoint sequence incl. planned radius from berth to berth; route corridor around the route; additional information for harbor and docking maneuvering with regards to pivot points, max. speed per leg (speed limits) as well as planned trajectory of planned RPM (rotational speed), planned schedule (arrival) at every waypoint, contingency plan for each leg (save "parking" position or area in case of situations which cannot be handled by the system anymore) that is an input for the lizard brain, and required reporting points which have to trigger a system performing automatic reporting. After approval of the voyage plan (depending on the autonomy level to be carried out by RCC, ROC or FOC) the voyage plan may be made public for the fleet as well as for public use, e.g. a maritime cloud.
[00130] After activation of the planned route the relevant subsystems of the control apparatus 120 (Track Control, Speed Control and DP) will perform the automatic route execution. In case relevant changes of input data described under 3) and 5), new planned arrival time or extensive collision avoidance maneuvers apply, a recalculation of the route (geometry) and schedule (rpm trajectory) will be triggered. The adapted voyage plan will be reported as described and the adapted route will be executed. The route planning and execution system should provide permanent input for the Electronic Logbook. Beside logging of standard navigation data, the active voyage plan as well as deviations from route and schedule must be logged at least. Furthermore, all reasons for voyage plan adaptation need to be recorded. During passing of defined reporting points of a voyage an internal reporting system will be triggered.
[00131] Fig. 5 presents an example block diagram of a server apparatus 130 in which various embodiments of the invention may be applied.
[00132] The general structure of the server apparatus 130 comprises a processor 510, and a memory 520 coupled to the processor 510. The server apparatus 130 further comprises software 530 stored in the memory 520 and operable to be loaded into and executed in the processor 510. The software 530 may comprise one or more software modules and can be in the form of a computer program product.
[00133] The processor 510 may be, e.g., a central processing unit (CPU), a microprocessor, a digital signal processor (DSP), a graphics processing unit, or the like. Fig. 5 shows one processor 510, but the server apparatus 130 may comprise a plurality of processors.
[00134] The memory 520 may be for example a non-volatile or a volatile memory, such as a read-only memory (ROM), a programmable read-only memory (PROM), erasable programmable read-only memory (EPROM), a random-access memory (RAM), a flash memory, a data disk, an optical storage, a magnetic storage, a smart card, or the like. The server apparatus 130 may comprise a plurality of memories. The memory 520 may be constructed as a part of the server apparatus 130 or it may be inserted into a slot, port, or the like of the server apparatus 130 by a user. The memory 520 may serve the sole purpose of storing data, or it may be constructed as a part of an apparatus serving other purposes, such as processing data.
[00135] The communication interface module 550 implements at least part of radio transmission. The communication interface module 550 may comprise, e.g., a wireless or a wired interface module. The wireless interface may comprise such as a WLAN, Bluetooth, infrared (IR), radio frequency identification (RF ID), GSM/GPRS, CDMA, WCDMA, LTE (Long Term Evolution) or 5G radio module. The wired interface may comprise such as universal serial bus (USB) or National Marine Electronics Association (NMEA) 0183/2000 standard for example. The communication interface module 550 may be integrated into the server apparatus 130, or into an adapter, card or the like that may be inserted into a suitable slot or port of the server apparatus 130. The communication interface module 550 may support one radio interface technology or a plurality of technologies. Captured or generated energy management model related data, voyage data, vessel characteristics data or environmental data, for example, may be received by the server apparatus 130 using the communication interface 550. Data may be stored for backup or processed and provided to a control apparatus 120. The data may be utilized for dynamic energy management model (DEMM) of another marine vessel, for example.
[00136] The e-mail server process 560, which receives e-mail messages sent from control apparatuses 120 and computer apparatuses 160 via the network 450. The server 560 may comprise a content analyzer module 561 , which checks if the content of the received message meets the criteria that are set for new activity data item of the service. The content analyzer module 561 may for example check whether the e- mail message contains a valid vessel activity data item to be used for dynamic energy management model (DEMM) processing, for example. The valid data item received by the e-mail server is then sent to an application server 540, which provides application services e.g. relating to the user accounts stored in a user database 570 and content of the content management service. Content provided by the service system 100 is stored in a content database 580. [00137] A skilled person appreciates that in addition to the elements shown in Fig. 5, the server apparatus 130 may comprise other elements, such as microphones, displays, as well as additional circuitry such as input/output (I/O) circuitry, memory chips, application-specific integrated circuits (ASIC), processing circuitry for specific purposes such as source coding/decoding circuitry, channel coding/decoding circuitry, ciphering/deciphering circuitry, and the like.
[00138] Fig. 6 presents an example block diagram of a computer apparatus 460 in which various embodiments of the invention may be applied. The computer apparatus 460 may be a user equipment (UE), user device or apparatus, such as a mobile terminal, a smart phone, a laptop computer, a desktop computer or other communication device.
[00139] The general structure of the computer apparatus 460 comprises a user interface 640, a communication interface 650, a processor 610, and a memory 620 coupled to the processor 610. The computer apparatus 460 further comprises software 630 stored in the memory 620 and operable to be loaded into and executed in the processor 610. The software 630 may comprise one or more software modules and can be in the form of a computer program product. The computer apparatus 160 may further comprise a user interface controller 660.
[00140] The processor 610 may be, e.g., a central processing unit (CPU), a microprocessor, a digital signal processor (DSP), a graphics processing unit, or the like. Fig. 6 shows one processor 610, but the computer apparatus 460 may comprise a plurality of processors. Corresponding elements of the apparatus 460 is discussed in relation to control apparatus 120.
[00141] Fig. 7 shows a flow diagram showing operations in accordance with an example embodiment of the invention. In step 700, a computer-implemented method for automated energy management of a marine vessel for a dedicated route is started.
[00142] In step 710, route plan information of the marine vessel for the dedicated route is determined. In step 720, energy consumption information associated to the dedicated route is determined using the route plan information. In step 730, characteristic information representing at least one operating characteristic of the marine vessel is received. In step 740, dynamic energy management model is generated using the route plan information, the energy consumption information and the characteristic information. In step 750, an automation task is determined relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model. The method is ended in step 760.
[00143] Various embodiments have been presented. It should be appreciated that in this document, words comprise, include and contain are each used as open-ended expressions with no intended exclusivity. If desired, the different functions discussed herein may be performed in a different order and/or concurrently with each other. Furthermore, if desired, one or more of the above-described functions may be optional or may be combined. Although various aspects of the invention are set out in the independent claims, other aspects of the invention comprise other combinations of features from the described embodiments and/or the dependent claims with the features of the independent claims, and not solely the combinations explicitly set out in the claims.
[00144] Without in any way limiting the scope, interpretation, or application of the claims appearing below, a technical effect of one or more of the example embodiments disclosed herein is improved method and apparatus for automated marine vessel energy management. Another technical effect of one or more of the example embodiments disclosed herein is improved method and apparatus for autonomous marine vessel control.
[00145] Another technical effect of one or more of the example embodiments disclosed herein is that it enables performing the marine vessel energy production/consumption or energy storage related tasks automatically in the safest and most efficient way possible. Optionally, while the operator may have oversight, the DEMM model based automation may be principally handled by software in autonomous mode.
[00146] Another technical effect of one or more of the example embodiments disclosed herein is that safety is improved since there is less likelihood of human error, less wear and tear since the energy management related devices and systems are efficiently utilized, and greater efficiency that allows reduced operating costs.
[00147] Although various aspects of the invention are set out in the independent claims, other aspects of the invention comprise other combinations of features from the described embodiments and/or the dependent claims with the features of the independent claims, and not solely the combinations explicitly set out in the claims.
[00148] It is also noted herein that while the foregoing describes example embodiments of the invention, these descriptions should not be viewed in a limiting sense. Rather, there are several variations and modifications, which may be made without departing from the scope of the present invention as defined in the appended claims.

Claims

1 . Computer-implemented method for automated energy management of a marine vessel for a dedicated route, the method comprising:
determining route plan information of the marine vessel for the dedicated route; determining energy consumption information associated to the dedicated route using the route plan information;
receiving characteristic information representing at least one operating characteristic of the marine vessel;
generating dynamic energy management model using the route plan information, the energy consumption information and the characteristic information; and
determining a task relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model.
2. The method of claim 1 , wherein the route plan information comprises at least one of the following:
navigation information; and
environmental information.
3. The method of claim 2, wherein the navigation information comprises at least one of the following:
destination information of the dedicated route;
remaining travel time of the dedicated route;
remaining distance of the dedicated route;
navigation information for the dedicated route;
waypoint information for the dedicated route;
emission restricted area information of the dedicated route; and
environmental restriction information of the dedicated route.
4. The method of claim 2 or 3, wherein the environmental information comprises at least one of the following:
weather information;
wind information;
air pressure information;
ice information;
wave height, frequency or direction information;
tidal data;
current information;
water temperature information;
water saline level information; and
roll or pitch information.
5. The method of any claim 1 to 4, wherein the operating characteristic of the marine vessel comprises at least one of the following:
information on currently active propulsion system;
status information of energy generation sub-system; and
status information of energy storage sub-system.
6. The method of any claim 1 to 5, wherein the energy consumption information represents predicted energy consumption of at least one of the following: hotel load of the marine vessel, at least one propulsion device of the marine vessel, and automation system of the marine vessel.
7. The method of claim 6, wherein the hotel load represents load relating to at least one of lighting, heating, ventilation and fresh water generation.
8. The method of any claim 1 to 7, further comprising:
controlling an automation element of the marine vessel based on the determined task.
9. The method of claim 8, wherein the automation element is configured to control at least one of the following:
power management system of the marine vessel; and
navigation system of the marine vessel.
10. The method of claim 9, wherein the automation element is configured to control power management system of the marine vessel for at least one of the following: schedule for changing power source;
schedule for changing used fuel;
schedule for changing operating mode of a combustion engine or other power source;
schedule for activating exhaust gas cleaning system; and
schedule for operating HVAC (Heating, Ventilation and Air Conditioning).
1 1. The method of claim 10, wherein the power source is configured to be selected from at least following:
combustion-engine based power source;
hybrid power source; and
full electric power source.
12. The method of any claim 1 to 1 1 , further comprising:
receiving operator acknowledgement for the determined task; and
controlling an automation element of the marine vessel based on the determined task in response to the received operator acknowledgement.
13. The method of any claim 1 to 12, further comprising:
updating the dynamic energy management model in real-time based on the route plan information, the energy consumption information and the characteristic information.
14. The method of any claim 1 to 12, further comprising: receiving confirmation of the task being performed from an automation element being controlled by the task; and
updating the dynamic energy management model based on the route plan information, the energy consumption information and the characteristic information in response to the received confirmation.
15. The method of any claim 1 to 14, further comprising:
determining a task relating the route plan information automatically based on the dynamic energy management model.
16. The method of claim 15, further comprising:
dynamically adjusting the route plan information based on the determined task relating to the route plan information.
17. The method of claim 16, further comprising:
dynamically adjusting navigation information of the route plan information.
18. The method of claim 17, further comprising:
dynamically adjusting navigation information for the dedicated route.
19. The method of claim 18, further comprising:
dynamically adjusting waypoint information for the dedicated route.
20. The method of any claim 17 to 19, further comprising:
dynamically adjusting destination information or remaining travel time of the dedicated route.
21. The method of any claim 1 to 20, further comprising:
scheduling of energy consumption or energy generation using the determined task relating the route plan information automatically based on the dynamic energy management model.
22. The method of claim 21 , wherein the scheduling is based on the dynamic energy management model generated using at least one of the following:
emission restricted area information of the dedicated route; and
environmental restriction information of the dedicated route.
23. A marine vessel control apparatus, comprising:
a communication interface for transceiving data;
at least one processor; and
at least one memory including computer program code;
the at least one memory and the computer program code configured to, with the at least one processor, cause the apparatus to:
determine route plan information of the marine vessel for the dedicated route;
determine energy consumption information associated to the dedicated route using the route plan information;
receive characteristic information representing at least one operating characteristic of the marine vessel;
generate dynamic energy management model using the route plan information, the energy consumption information and the characteristic information; and
determine a task relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model.
24. The apparatus of claim 23, further comprising at least one sensor, wherein the at least one sensor is configured to provide marine vessel related data or environment related data.
25. A computer program embodied on a computer readable medium comprising computer executable program code, which code, when executed by at least one processor of an apparatus, causes the apparatus to:
determine route plan information of the marine vessel for the dedicated route; determine energy consumption information associated to the dedicated route using the route plan information;
receive characteristic information representing at least one operating characteristic of the marine vessel;
generate dynamic energy management model using the route plan information, the energy consumption information and the characteristic information; and
determine a task relating to energy production, energy consumption or energy storage within the marine vessel automatically based on the dynamic energy management model.
PCT/US2019/022871 2019-03-19 2019-03-19 Method and apparatus for automated energy management of marine vessel WO2020190279A1 (en)

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