WO2019180474A1 - Service information notification system, and data structure used in service information notification system - Google Patents

Service information notification system, and data structure used in service information notification system Download PDF

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Publication number
WO2019180474A1
WO2019180474A1 PCT/IB2018/000388 IB2018000388W WO2019180474A1 WO 2019180474 A1 WO2019180474 A1 WO 2019180474A1 IB 2018000388 W IB2018000388 W IB 2018000388W WO 2019180474 A1 WO2019180474 A1 WO 2019180474A1
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WO
WIPO (PCT)
Prior art keywords
service information
vehicle
notification system
consumables
information notification
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PCT/IB2018/000388
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French (fr)
Japanese (ja)
Inventor
成典 高橋
貴浩 福重
アランカー マンダバ
一弘 谷本
聖宏 近藤
理恵 大塩
有紀 神谷
Original Assignee
日産自動車株式会社
ルノー エス、ア、エス
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Publication date
Application filed by 日産自動車株式会社, ルノー エス、ア、エス filed Critical 日産自動車株式会社
Priority to PCT/IB2018/000388 priority Critical patent/WO2019180474A1/en
Priority to JP2020508089A priority patent/JP7084982B2/en
Publication of WO2019180474A1 publication Critical patent/WO2019180474A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management

Definitions

  • the present invention relates to a service information notification system for notifying service information that recommends replacement of consumables used in a vehicle, and a data structure used in the service information notification system.
  • Patent Document 1 There is known a system for notifying the replacement timing of automobile parts (consumables) that are consumed according to use (see Patent Document 1).
  • the in-vehicle terminal acquires the travel distance of the vehicle from the previous replacement timing of the consumables, and compares the acquired travel distance with the reference data. When the mileage and the reference data match and the in-vehicle terminal falls within the campaign period indicated by the service information transmitted from the information providing server, the in-vehicle terminal receives an incoming service information that recommends replacement of consumables. ).
  • notifying the service information to a user who has a low necessity results in waste of system and communication network resources. Moreover, such a user may feel that the service information is troublesome.
  • the present invention has been made in view of such a situation, and without using the previous replacement timing, predicting the replacement timing of consumables used in a vehicle such as an automobile, and for each user It is an object of the present invention to provide a service information notification system that can recommend replacement of consumables at a more appropriate timing, and a data structure of user data used in the service information notification system.
  • the service information notification system notifies service information that recommends replacement of consumables used in a vehicle.
  • the service information notification system acquires the consumption state data of the consumables from the vehicle, stores them in the memory, and predicts the next replacement timing of the consumables.
  • the service information notification system acquires user data including the degree of necessity for the service information of the user associated with the vehicle, and stores the user data in the memory.
  • the service information notification system notifies service information to a predetermined destination associated with a user whose necessity exceeds a predetermined value in accordance with the predicted next replacement timing.
  • FIG. 1 is an overall schematic configuration diagram of a vehicle management network 10 including a service information notification system 100.
  • FIG. 2 is a functional block configuration diagram of the vehicle 20 related to acquisition of wear state data.
  • FIG. 3 is a functional block configuration diagram of the service information notification system 100.
  • FIG. 4 is a diagram showing a service information notification flow by the vehicle management network 10 including the service information notification system 100.
  • FIG. 5 is a diagram showing a correction operation flow for the next replacement timing of the engine oil.
  • FIG. 6 is a diagram showing a correction operation flow of the next replacement timing of the battery.
  • FIG. 7 is a diagram showing a correction operation flow of the next replacement timing of the tire.
  • FIG. 8 is a diagram illustrating an example of a deterioration model used for predicting the next replacement timing of consumables.
  • FIG. 9A is a diagram illustrating a configuration example of a database stored in the customer DB 200.
  • FIG. 9B is a diagram illustrating an example (part 1) of the data structure of user data.
  • FIG. 9C is a diagram illustrating an example (part 2) of the data structure of user data.
  • FIG. 10 is a diagram illustrating a configuration example of the necessity class of service information.
  • FIG. 11A is a diagram illustrating an example (part 1) of a data structure of service information.
  • FIG. 11B is a diagram illustrating an example (part 2) of the data structure of the service information.
  • FIG. 11C is a diagram illustrating an example (part 3) of the data structure of the service information.
  • FIG. 12 is a diagram illustrating an example of service information displayed on the terminal device 35.
  • FIG. 1 is an overall schematic configuration diagram of a vehicle management network 10 including a service information notification system 100.
  • the vehicle management network 10 includes a vehicle 20, a terminal device 35, a terminal device 55, a network cloud 60, a service information notification system 100, and a customer database 200 (hereinafter, customer DB 200).
  • the vehicle management network 10 manages the state of the vehicle 20.
  • the vehicle management network 10 manages the consumption state of consumables (engine oil, batteries, tires, and the like) used in the vehicle 20 and replaces the consumables with respect to the user 30 of the vehicle 20. Recommend.
  • the vehicle 20 can execute wireless communication with the service information notification system 100 using the wireless communication function.
  • the vehicle 20 is typically a four-wheeled passenger car (including a minivan and SUV), but may be a truck and a bus.
  • the vehicle 20 includes an engine (an internal combustion engine).
  • the vehicle 20 may be a hybrid vehicle or an electric vehicle.
  • the vehicle 20 includes a sensor that can detect the consumption state of the consumables.
  • the user 30 is a person who uses the vehicle 20 on a daily basis, typically a driver of the vehicle 20. Note that the user 30 does not necessarily have to be a person who uses the vehicle 20 on a daily basis as long as the user 30 has authority over maintenance of the vehicle 20.
  • the terminal device 35 is associated with the user 30 and can receive service information related to the vehicle 20 notified from the service information notification system 100.
  • Examples of the terminal device 35 include a mobile phone terminal used by the user 30 or a tablet personal computer.
  • the terminal device 35 may be a desktop personal computer or the like as long as it is associated with the user 30.
  • the terminal device 35 can receive and display information addressed to an e-mail address that can uniquely identify the user 30.
  • Dealer 50 provides sales of vehicle 20, post-sales service and maintenance.
  • the dealer 50 is an automobile dealer (new car), and may handle only vehicles of a specific automobile manufacturer, or may handle vehicles of a plurality of automobile manufacturers.
  • the terminal device 55 is a personal computer or a portable communication terminal provided in the dealer 50 (store).
  • the terminal device 55 is used to input replacement records of consumables of the vehicle 20 and attributes of the user 30 (such as price sensitivity and loyalty described later).
  • the network cloud 60 is a communication network that enables information transmission by wired communication or wireless communication.
  • the network cloud 60 typically includes the Internet, and includes various information providing services (such as weather and traffic congestion) provided on the Internet, storage services, and application services. Communication between each entity (vehicle 20, terminal device 35, terminal device 55, service information notification system 100, and customer DB 200) included in the vehicle management network 10 may also be provided via the network cloud 60. Further, some or all of the functions of the service information notification system 100 and the customer DB 200 may be virtually provided by the service provided on the network cloud 60.
  • the service information notification system 100 notifies service information related to the vehicle 20.
  • the service information notification system 100 notifies service information that recommends replacement of consumables used in the vehicle 20.
  • the service information notification system 100 predicts the next replacement timing of the consumable item based on the data (consumption state data) indicating the consumption state of the consumable item acquired from the vehicle 20.
  • the service information notification system 100 notifies the service information to a user who has a high degree of necessity for the service information (specifically, a terminal device associated with the user) in accordance with the predicted next replacement timing. .
  • the customer DB 200 is a database in which information related to the user 30 (customer) of the vehicle 20 is accumulated.
  • the customer DB 200 accumulates information related to the consumable replacement history of the vehicle 20 and information related to the attributes of the user 30 (see FIG. 9).
  • customer DB 200 may be built by the dealer 50 or by the manufacturer of the vehicle 20.
  • Vehicle 20 related to the acquisition of the consumption state data and the functional block configuration of the service information notification system 100 will be described.
  • Vehicle 20
  • FIG. 2 is a functional block configuration diagram of the vehicle 20 related to acquisition of wear state data. That is, FIG. 2 shows only functional blocks related to the service information notification system 100 for acquiring the consumption state data of the consumables used in the vehicle 20.
  • the vehicle 20 includes a communication unit 21, a wear state measurement unit 23, a vehicle usage status acquisition unit 24, and an infotainment system 25.
  • the communication unit 21 transmits and receives radio signals to and from an access point (such as a radio base station) in the vicinity of the vehicle 20, and communicates with the service information notification system 100 and the like via the access point.
  • an access point such as a radio base station
  • the communication unit 21 may be provided in the vehicle 20 as a communication module, or may be realized using the terminal device 35 used by the user 30.
  • a mobile communication network such as 4G (LTE) is used.
  • LTE Long Term Evolution
  • other wireless communication methods such as a wireless LAN may be used.
  • the consumption state measuring unit 23 measures the consumption state of various consumables used in the vehicle 20.
  • engine oil, a battery, and a tire are targeted as consumables.
  • consumables are not limited to such examples, and examples of consumables that are relatively frequently replaced include air conditioner filters, wiper blades, brake pads, and engine oil filters.
  • a fan belt, a timing belt, a spark plug, a shock absorber, a clutch, a water pump, and the like are also included.
  • the consumption state measurement unit 23 measures the amount of hydrocarbon (HC) generated in the blow-by gas as an index of the consumption state of the engine oil (which may be called a deteriorated state).
  • the consumption state measuring unit 23 performs an internal resistance of the battery (State of Health) as an index of the consumption state of the battery (which may be referred to as a deterioration state).
  • State of Health an internal resistance of the battery
  • the kind of battery used in the vehicle 20 is not specifically limited. Specifically, types that can or cannot be replenished with battery fluid (maintenance-free) and dry batteries are included. An auxiliary battery for a hybrid vehicle is also included.
  • the wear state measuring unit 23 measures the slip ratio obtained from the rotational difference between the driving wheel and the driven wheel of the vehicle 20 as an index of the tire wearing state (which may be called a worn state). Note that specific methods for measuring HC, SoH, and slip ratio will be described later.
  • the consumption state measurement unit 23 transmits consumption state data including identification information of the vehicle 20 to the service information notification system 100 via the communication unit 21.
  • identification information of the vehicle 20 a chassis number or an automobile registration number (license plate) can be used, but other information may be used as long as the vehicle 20 can be uniquely identified.
  • the consumable state measuring unit 23 transmits exchanged data indicating that the consumable item has been exchanged via the communication unit 21. Can be transmitted to the service information notification system 100.
  • the vehicle usage status acquisition unit 24 acquires the usage status of the vehicle 20. Specifically, the vehicle usage status acquisition unit 24 determines acceleration G / deceleration G, angular velocity (yaw rate), steering amount, throttle opening, and brake based on a signal provided from a sensor group provided in the vehicle 20. Information indicating how the vehicle 20 is used, such as pressure, is acquired.
  • the vehicle usage status acquisition unit 24 can calculate (estimate) the load weight of the vehicle 20 using the sensor group, and can acquire the number of times of charging / discharging of the battery mounted on the vehicle 20.
  • loading weight means the total weight of the passenger of the vehicle 20 and the luggage loaded on the vehicle 20.
  • the infotainment system 25 is provided in the vehicle 20 and provides functions such as car navigation, audio visual (AV), and an information providing service in cooperation with the network cloud 60.
  • functions such as car navigation, audio visual (AV), and an information providing service in cooperation with the network cloud 60.
  • AV audio visual
  • the infotainment system 25 can display service information transmitted from the service information notification system 100.
  • FIG. 3 is a functional block configuration diagram of the service information notification system 100.
  • the service information notification system 100 includes a consumption state data acquisition unit 110, a user data acquisition unit 120, a related data acquisition unit 130, a replacement timing prediction unit 140, and a notification unit 150.
  • the service information notification system 100 is realized by executing a program (software) on a general-purpose server computer including a processor, a memory, an input device, a display, and a communication interface (communication IF). As described above, a part (or all) of the service information notification system 100 may be provided on the network cloud 60.
  • the consumption state data acquisition unit 110 acquires consumption state data (HC, SoH, and slip rate) indicating the consumption state of the consumables from the vehicle 20. Further, the consumption state data acquisition unit 110 stores the acquired consumption state data in the memory.
  • consumption state data HC, SoH, and slip rate
  • the consumption state data acquisition unit 110 can acquire replacement data indicating that the consumable item has been replaced in the vehicle 20 from the vehicle 20, and can store the acquired replacement data in the memory.
  • the consumption state data acquisition unit 110 may acquire the exchanged data via the customer DB 200.
  • the user data acquisition unit 120 acquires user data that is data related to the user 30 associated with the vehicle 20.
  • the user data acquisition unit 120 acquires user data of the user 30 from the customer DB 200.
  • the user data acquisition unit 120 may acquire some user data from a service on the network cloud 60.
  • the user data acquisition unit 120 acquires user data including the degree of necessity for the service information of the user 30, and stores the acquired user data in a memory. “Necessity for service information” means how much service information the user 30 recommends to replace consumables.
  • the degree of necessity corresponds to the sensitivity (hereinafter referred to as price sensitivity in the present embodiment) with respect to the replacement cost of the consumables of the user 30 (the total price including the work cost). Includes loyalty to manufacturers or dealers. The specific contents of the necessity level will be further described later.
  • User data acquired by the user data acquisition unit 120 includes identification information of the user 30 associated with the vehicle 20 and the degree of necessity.
  • the identification information of the user 30 typically includes an e-mail address that can uniquely identify the user 30. However, as long as it is information that can uniquely identify the user 30 (in reality, the terminal device 35 used by the user 30), the information may be other than an e-mail address.
  • the related data acquisition unit 130 acquires data (hereinafter referred to as related data) that indicates at least one of the grade of consumables currently used in the vehicle 20 and the usage status of the vehicle 20, and stores the acquired related data in a memory
  • the related data acquisition unit 130 acquires data indicating the grade of consumables from the customer DB 200.
  • grade is defined as including the type and grade of consumables.
  • the grade includes the presence or absence of additives that are separate from engine oil.
  • grade includes the type of tire (summer tire, winter (studless) tire, RR) tire) and tire size (tread width, flatness and tire diameter).
  • the related data acquisition unit 130 acquires data indicating the usage status of the vehicle 20 from the vehicle 20 or the network cloud 60.
  • usage status refers to information about the area in which the vehicle 20 travels (climate (temperature, humidity, amount of solar radiation), topography, road configuration, etc.), and information about how the vehicle 20 is used (acceleration G / deceleration). G, loading weight, steering amount, number of times of charging / discharging of the battery, etc.).
  • vehicle 20 (or the network cloud 60) has a function capable of detecting the information directly or indirectly.
  • the replacement timing prediction unit 140 predicts the next replacement timing of the consumable item based on the acquired consumption state data. Specifically, the replacement timing prediction unit 140 predicts the next replacement timing of the consumable item using a deterioration model for each type of consumable item (see FIG. 8). A method for predicting the next replacement timing for each consumable (engine oil, battery, and tire) according to the present embodiment will be further described later.
  • the replacement timing prediction unit 140 uses the next replacement timing predicted in this way as a standard replacement timing that is a standard for the next replacement timing of the consumable item. That is, the replacement timing prediction unit 140 predicts a standard replacement timing that is a standard for the next replacement timing of the consumable item based on the acquired consumption state data.
  • the replacement timing prediction unit 140 corrects the standard replacement timing using the related data (consumables grade and usage status of the vehicle 20) acquired by the related data acquisition unit 130.
  • the replacement timing prediction unit 140 sets the next replacement timing of consumables whose grade exceeds a predetermined value, that is, consumables whose grade is high and whose lifetime is longer than the standard, than the standard replacement timing. Can be delayed.
  • the replacement timing prediction unit 140 can make the next replacement timing of consumables whose grade is low and the lifetime is shorter than the standard replacement earlier than the standard replacement timing.
  • the replacement timing prediction unit 140 sets the next replacement timing for the consumable item as a standard. It can be made earlier than the replacement timing.
  • the replacement timing prediction unit 140 can delay the next replacement timing of the consumable item from the standard replacement timing.
  • the notification unit 150 notifies the service information to a predetermined destination (in this embodiment, the terminal device 35) associated with the user 30. Specifically, the notification unit 150 notifies service information for users whose necessity of the service information exceeds a predetermined value in accordance with the next replacement timing of the consumables predicted by the replacement timing prediction unit 140. To do.
  • the notification unit 150 can notify service information for users belonging to a predetermined class based on a combination of price sensitivity height and loyalty height.
  • the notification unit 150 notifies the service information within a predetermined time (for example, one week to one month) before and after the predicted next replacement timing. Note that when the infotainment system 25 provided in the vehicle 20 is associated as a predetermined destination, the notification unit 150 notifies the infotainment system 25 of service information.
  • the service information includes data indicating the name of a consumable item that is recommended to be replaced and the level of consumption (degradation level) of the consumable item.
  • data indicating the degree of consumption of the consumable item is not necessarily essential.
  • the service information may include information on coupons for discounting the expiry date of the consumables or the price of the consumables.
  • the notification unit 150 replaces a predetermined destination (terminal device) associated with a user whose service information need is equal to or less than a predetermined value in order to prompt the dealer 50 to replace consumables.
  • the service information can be notified at a timing earlier than the standard replacement timing predicted by the timing prediction unit 140.
  • the notification unit 150 stops the notification of the service information. That is, the notification unit 150 does not notify the service information when the exchanged data is acquired even within a predetermined time before and after the predicted next replacement timing.
  • FIG. 4 shows a service information notification flow by the vehicle management network 10 including the service information notification system 100.
  • the vehicle 20 measures the consumption state of the consumables (S10).
  • the vehicle 20 measures the consumption state of the engine oil, the battery, and the tire.
  • a specific method for measuring the consumption state of each consumable is as described above (see the description of the consumption state measurement unit 23 in FIG. 2).
  • a specific method for measuring HC, SoH and slip ratio including the next replacement timing (standard replacement timing) will be described later.
  • the vehicle 20 transmits consumption state data indicating the consumption state of the consumable item to the service information notification system 100 based on the measurement result of the consumption state (S20).
  • the consumption state data includes identification information of the vehicle 20.
  • the vehicle 20 may transmit data (related data) indicating the use status of the vehicle 20 such as acceleration G / deceleration G generated by the vehicle 20 and a load weight on the vehicle 20 to the service information notification system 100.
  • data related data
  • the vehicle 20 may transmit data (related data) indicating the use status of the vehicle 20 such as acceleration G / deceleration G generated by the vehicle 20 and a load weight on the vehicle 20 to the service information notification system 100.
  • the service information notification system 100 receives the consumption state data (S30).
  • the service information notification system 100 predicts the next replacement timing of the consumable item based on the received consumption state data (S35).
  • FIG. 8 shows an example of a deterioration model used for predicting the next replacement timing of the consumables.
  • the horizontal axis in FIG. 8 indicates time, and the vertical axis indicates the degree of deterioration of the consumables.
  • the service information notification system 100 identifies the current value in the deterioration model based on the value of the consumption state data repeatedly transmitted from the vehicle 20.
  • the “deterioration model” may be a model defined by default for each consumable item, or may be a model that is learned using a large amount of acquired consumption state data and updated as appropriate.
  • the service information notification system 100 holds the degree of deterioration associated with a predetermined consumption state data value as a recommended replacement level for consumables. Based on the deterioration model, the service information notification system 100 predicts the timing for reaching the recommended replacement level as the next replacement timing, specifically, the standard replacement timing ts.
  • the service information notification system 100 may change the standard replacement timing ts from the replacement timing t1 (when it is advanced) or the replacement timing t2 (according to the necessity of the service information of the user 30, the grade of consumables, or the usage state of the vehicle 20 Can be corrected).
  • the service information notification system 100 determines whether or not the consumable needs to be replaced based on the predicted next replacement timing (S40).
  • the service information notification system 100 determines that the consumable needs to be replaced if the current time and the predicted time of the next replacement timing are within a predetermined time.
  • the service information notification system 100 determines that the consumable item needs to be replaced, the service information notification system 100 requests user data from the customer DB 200 (S50).
  • the service information notification system 100 transmits the identification information of the vehicle 20 to the customer DB 200, and requests the user data of the user 30 associated with the identification information of the vehicle 20.
  • the customer DB 200 transmits user data of the user 30 to the service information notification system 100 in response to a request from the service information notification system 100 (S60).
  • FIG. 9A shows a configuration example of a database stored in the customer DB 200.
  • the database includes “vehicle identification information” (for example, chassis number), “user identification information” (for example, e-mail address), “date of visit”, “work content”, “price sensitivity”. It includes items of “Titity (Price Sens.)”, “Loyalty”, and “Service Information Necessity Class”.
  • the customer DB 200 transmits the user data of the user 30 to the service information notification system 100 based on the contents of the database shown in FIG. 9A.
  • FIG. 9B and 9C show examples of the data structure of user data.
  • the customer DB 200 can transmit user data including “user identification information” (aaa @ xxx) and “service information necessity class” (1).
  • the customer DE 200 transmits user data including “user identification information” (aaa @ xxx), “price sensitivity” (Low), and “loyalty” (High). You can also.
  • the service information notification system 100 receives the user data (S70). The service information notification system 100 determines whether to notify the user 30 of service information based on the received user data (S80).
  • the service information notification system 100 determines that the “service information necessity class” is based on the combination of the “price sensitivity” height and the “loyalty” height included in the user data shown in FIG. 9C. May be determined.
  • Which of the data structures shown in FIG. 9B and FIG. 9C is used may be determined according to the number of price sensitivity and loyalty stages, or the range of the class for which the degree of necessity is to be set.
  • FIG. 10 shows a configuration example of the service information necessity class.
  • the service information necessity class is composed of a combination of price sensitivity for consumables and loyalty for the manufacturer or dealer of the vehicle 20.
  • the price sensitivity and the royalty are set at three levels (Low (L), Mid (M), and High (H)).
  • necessity classes 2 similarly, similarly, it is classified into the necessity classes 2 to 9.
  • the service information notification system 100 determines to notify the service information
  • the service information notification system 100 receives a predetermined address associated with the user 30, specifically, a terminal device 35 that can receive mail addressed to the email address of the user 30.
  • Service information is transmitted (S90).
  • the service information notification system 100 may transmit an e-mail that directly displays the service information, or may transmit a link to a specific site that displays details of the service information.
  • the service information notification system 100 may transmit service information to a dedicated application installed in the terminal device 35.
  • the service information may include information indicating the consumption level (degradation level) of the consumables.
  • the service information notification system 100 can determine that the consumable must be replaced in step S40. , Stop sending service information.
  • the service information notification system 100 also transmits similar service information to the terminal device 55 arranged in the dealer 50.
  • the service information may be a copy of the service information transmitted to the terminal device 35, or may be an issue notification indicating that the service information has been issued to the user 30.
  • the terminal device 55 receives the service information (or issue notification) (S100). Similarly, the terminal device 35 also receives the service information (S110).
  • the service information notification system 100 includes consumable name data (engine oil) that is recommended to be replaced, and consumption level data (level 2) that indicates the degree of consumption (degradation level) of the consumable item.
  • the service information including can be transmitted.
  • the service information notification system 100 can transmit service information including name data of a plurality of consumables and consumption level data.
  • replacement of some consumables here, batteries
  • the user 30 specifically, the terminal device 35 or the infotainment system 25
  • the user 30 may be notified of the consumption level of other consumable items. .
  • the service information notification system 100 includes a coupon that discounts the price of the consumable item or other related consumable item or service (such as labor), makes it free, or gives a privilege. Service information can be transmitted.
  • the service information may include a replacement deadline for the consumables (“2018/03/31” in FIG. 11C).
  • the replacement deadline may be determined based on the degree of consumption of the consumable item, or may be associated with the applicable period of the coupon.
  • FIG. 12 shows an example of service information displayed on the terminal device 35.
  • the service information includes a message recommending replacement of consumables (engine oil).
  • the service information also has a coupon function for discounting the price (10% off). Note that the coupon function is not essential.
  • the service information includes information (“deterioration level of engine oil is“ 2 ””) indicating the consumption level (degradation level) of the consumables.
  • the worker of the dealer 50 may input the attributes of the user 30, specifically, price sensitivity and loyalty.
  • the attributes of the user 30 may be input automatically or semi-automatically from the date of receipt, the grade of the selected consumable, the past replacement record, and the like.
  • the service information notification system 100 may advance the standard replacement timing ts to the replacement timing t1 for users who visit the dealer 50 at a low frequency.
  • the usage of the vehicle is ranked based on the consumption state of the consumables (for example, the brake pad, the remaining groove of the tire), and the usage situation is assumed to be severe.
  • the standard replacement timing ts may be advanced to the replacement timing t1.
  • the service information notification system 100 may transmit the service information (or issue notification) not only to the dealer 50 but also to other dealers existing around the dealer 50.
  • FIGS. 5 to 7 respectively show the operation flow for correcting the next replacement timing of the engine oil, the battery, and the tire.
  • FIG. 5 shows a correction operation flow for the next replacement timing of the engine oil.
  • the service information notification system 100 acquires the generation amount of hydrocarbons (HC) in blow-by gas (S210).
  • the vehicle 20 includes a detector that detects HC contained in blow-by gas in the crankcase of the engine. Further, the vehicle 20 estimates the amount of blow-by gas generated (exhaust gas amount) based on the water temperature, the rotational speed, and the charging efficiency of the engine (cooling water).
  • the service information notification system 100 predicts a standard engine oil replacement timing ts (see FIG. 8) (S220).
  • the prediction method is as described above.
  • the service information notification system 100 acquires the presence / absence of the additive added to the engine oil and the type of the additive (S230).
  • the presence / absence and type of the additive correspond to the “grade” of the consumable as described above.
  • the service information notification system 100 acquires the “usage status” of the vehicle 20 (S240).
  • the service information notification system 100 acquires information on the region where the vehicle 20 mainly travels and the temperature. Further, the service information notification system 100 may acquire acceleration G, deceleration G, and the like of the vehicle 20. As described above, the area and temperature information may be acquired from the customer DB 200 or may be acquired via a service on the network cloud 60.
  • the service information notification system 100 corrects the standard replacement timing ts based on the presence / absence and type of the additive and the usage status of the vehicle 20 (S250).
  • the service information notification system 100 may advance the standard replacement timing ts to the replacement timing t1 or delay the replacement timing t2 based on the “grade” or “usage status” of the consumables. To do.
  • the standard replacement timing ts may be advanced to the replacement timing t1. Further, if it is determined that the engine of the vehicle 20 is likely to be in a high load state based on the acceleration G / deceleration G of the vehicle 20, the standard replacement timing ts may be advanced to the replacement timing t1 regardless of the grade. Good.
  • the service information notification system 100 sets the replacement timing corrected in this way as the next replacement timing of the engine oil, and ends the processing. (2.2) Battery
  • the service information notification system 100 acquires the internal resistance (SoH) of the battery provided in the vehicle 20 (S310).
  • the vehicle 20 includes a measurement circuit that measures the internal resistance of the battery. Further, the vehicle 20 can record the number of times the battery is charged and discharged.
  • the service information notification system 100 predicts the standard replacement timing ts of the battery and acquires the battery type (S320, S330). Note that the service information notification system 100 may further acquire the battery capacity (Ah), the grade, and the like.
  • the service information notification system 100 acquires information on the number of times the battery is charged / discharged, the area where the vehicle 20 mainly travels, and the temperature as the usage status of the vehicle 20 (S340).
  • the service information notification system 100 corrects the standard replacement timing ts based on the type of battery and the usage status of the vehicle 20 (S350).
  • the standard replacement timing ts may be advanced to the replacement timing t1.
  • the standard replacement timing ts is replaced regardless of the type of battery. It may be advanced to timing t1.
  • FIG. 7 is also a flow similar to FIG. 5, the following description will mainly focus on the differences from FIG.
  • the service information notification system 100 acquires the slip rate of tires (for four wheels) provided in the vehicle 20 (S410).
  • the vehicle 20 includes a detection circuit that detects a rotational difference between driving wheels (for example, front wheels) and driven wheels (rear wheels). Further, the vehicle 20 can detect the generated acceleration G / deceleration G, the loaded weight, and the steering amount.
  • the service information notification system 100 predicts the tire standard replacement timing ts, and acquires the tire type (S420, S430).
  • the service information notification system 100 may further acquire a tire size (tread width, flatness ratio, and tire diameter).
  • the service information notification system 100 acquires the acceleration G / deceleration G generated by the vehicle 20, the loaded weight on the vehicle 20, and the amount of solar radiation in the area where the vehicle 20 mainly travels as the usage status of the vehicle 20. (S440).
  • the service information notification system 100 corrects the standard replacement timing ts based on the type of tire and the usage status of the vehicle 20 (S450).
  • the standard replacement timing ts may be advanced to the replacement timing t1.
  • the next replacement timing of the consumable item is predicted based on the consumption state data repeatedly acquired from the vehicle 20. Further, in accordance with the predicted next replacement timing, the service information is notified to a predetermined destination (for example, the terminal device 35) associated with a user whose necessity for the service information exceeds a predetermined value. .
  • next replacement timing can be predicted without using the previous replacement timing of the consumable.
  • service information can be selectively notified to a user who needs a high degree of service information. As a result, it is possible to recommend replacement of consumables at a more appropriate timing for each user. Such notification of service information can contribute to timely replacement of consumables, and can contribute to maintaining the good state of the vehicle 20 and improving safety.
  • notification of service information is suppressed, so that waste of resources of the system and communication network can be prevented. It is also possible to avoid that the user feels troublesome about the service information.
  • the service information notification system 100 it is possible to recommend replacement of consumables at a more appropriate timing for each user. Therefore, the user who has received the service information has an opportunity to replace consumables at the dealer 50. Can be increased.
  • the service information notification system 100 predicts the standard replacement timing ts based on the consumption state data acquired from the vehicle 20, and uses the related data (consumable grade and usage status of the vehicle 20) to The exchange timing ts can be corrected to the exchange timing t1 (when advanced) or the exchange timing t2 (when delayed) (see FIG. 8). Thereby, it is possible to set the more accurate next replacement timing of the consumables according to the actual consumption state (degradation state) of the consumables.
  • the service information notification system 100 stops the notification of service information when acquiring replacement data indicating that the consumable has been replaced. Thereby, it is possible to prevent notification of service information that is not actually required, and the user does not feel bothered. This can also prevent waste of system and communication network resources.
  • the service information notification system 100 has a predetermined class based on a combination of a high price sensitivity for the user's consumables and a high royalty for the manufacturer or dealer of the vehicle 20.
  • the service information can be notified to users belonging to.
  • users can be segmented finely, and service information can be notified to users belonging to a specific class at a more appropriate timing.
  • this makes it possible to avoid transmission of service information with low effectiveness, thereby preventing waste of resources of the system and communication network.
  • the service information notification system 100 can advance the standard replacement timing ts to the replacement timing t1 for a user who visits the dealer 50 at a low frequency. Accordingly, the service information can be notified to the user before the consumables are replaced in a place other than the dealer 50 (such as a car supply store). This also facilitates early replacement of the consumables, which can contribute to maintaining a good state of the vehicle 20 and improving safety.
  • the service information notification system 100 can advance the standard replacement timing ts to the replacement timing t1 even for a user whose usage is assumed to be severe. Accordingly, the service information can be reliably notified before the consumable exceeds the use limit. Moreover, since the said consumable can be replaced
  • the service information notification system 100 can transmit service information (or issue notification) not only to the dealer 50 but also to other dealers existing around the dealer 50. Accordingly, other dealers existing around the dealer 50 can also notify the user of service information (including coupons), and the user can compare the services of a plurality of dealers. This also allows service information related to a plurality of dealers to be transmitted together, thereby preventing waste of system and communication network resources.
  • the service information notification system 100 can notify the infotainment system 25 of service information. Accordingly, it is possible to clearly distinguish the service information from the service information (coupon) from other than the dealer 50 (car accessory store) and to let the user know the contents of the service information. In addition, this can avoid the redundant transmission of service information to the infotainment system 25 and the terminal device 35, thereby preventing waste of resources of the system and communication network.
  • the necessity for the service information of the user 30 is determined by the necessity for the service information, that is, the price sensitivity for the user's consumables and the royalty for the manufacturer or dealer of the vehicle 20.
  • the class is based on a combination, the degree of necessity may be a plurality of simple levels (1 to 5 or the like).
  • the functional blocks of the service information notification system 100 have been described as being able to be distributed and arranged in a plurality of hardware (server computers).
  • the functional blocks provided by the service information notification system 100 may be an apparatus realized on a single piece of hardware.
  • part or all of the functions of the service information notification system 100 may be realized by hardware of the vehicle 20.
  • each function of the service information notification system 100 may be provided as a computer program or a medium storing the computer program.
  • the vehicle 20 may be an electric vehicle, but in that case, notification of service information related to engine oil is not applied.

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Abstract

A service information notification system (100) provides notification of service information that recommends replacement of a consumable used in a vehicle (20). The service information notification system (100) acquires consumption status data of a consumable from the vehicle (20), and predicts the next point in time when the consumable should be replaced. Further, the service information notification system (100) acquires user data that includes, for each user associated with the vehicle (20), the level of need for service information. When the predicted next replacement point in time occurs, the service information notification system (100) provides notification of the service information to a predetermined destination associated with a user (30) whose level of need for the service information exceeds a predetermined value.

Description

サービス情報通知システム及びサービス情報通知システムにおいて用いられるデータ構造Service information notification system and data structure used in service information notification system
 本発明は、車両において用いられる消耗品の交換を推奨するサービス情報を通知するサービス情報通知システム、及び当該サービス情報通知システムにおいて用いられるデータ構造に関する。 The present invention relates to a service information notification system for notifying service information that recommends replacement of consumables used in a vehicle, and a data structure used in the service information notification system.
 使用に応じて消耗する自動車の部品(消耗品)の交換タイミングを通知するシステムが知られている(特許文献1参照)。 There is known a system for notifying the replacement timing of automobile parts (consumables) that are consumed according to use (see Patent Document 1).
 具体的には、車載端末は、前回の消耗品の交換タイミングからの自動車の走行距離を取得し、取得した走行距離と基準データとを比較する。車載端末は、走行距離と基準データとが一致し、かつ情報提供サーバから送信されたサービス情報によって示されるキャンペーン期間に該当する場合、消耗品の交換を推奨する当該サービス情報の着信をドライバ(ユーザ)に報知する。 Specifically, the in-vehicle terminal acquires the travel distance of the vehicle from the previous replacement timing of the consumables, and compares the acquired travel distance with the reference data. When the mileage and the reference data match and the in-vehicle terminal falls within the campaign period indicated by the service information transmitted from the information providing server, the in-vehicle terminal receives an incoming service information that recommends replacement of consumables. ).
特開2005−100155号公報JP 2005-100155 A
 上述したシステムでは、消耗品が交換された場合、正規ディーラが、自動車に対して前回の交換タイミングをリセットすることを前提としている。このため、正規ディーラ以外の場所(カー用品店など)において消耗品が交換されると、次回の交換タイミングを判定することが難しくなる。 In the system described above, it is assumed that when a consumable is replaced, the authorized dealer resets the previous replacement timing for the vehicle. For this reason, when a consumable item is replaced at a place other than a regular dealer (such as a car supply store), it is difficult to determine the next replacement timing.
 さらに、消耗品の交換を推奨するサービス情報の必要度は、個々のユーザによって異なる。消耗品を交換する場所(正規ディーラまたはカー用品店)及び実際に消耗品を交換するタイミングは、ユーザによって異なっているためである。 Furthermore, the necessity of service information that recommends replacement of consumables varies depending on individual users. This is because the place where the consumables are exchanged (regular dealer or car supply store) and the timing for actually exchanging the consumables differ depending on the user.
 したがって、当該必要度が低いユーザにサービス情報を通知することは、結果的にシステムや通信ネットワークのリソースを浪費する。また、そのようなユーザは、当該サービス情報を煩わしいと感じ得る。 Therefore, notifying the service information to a user who has a low necessity results in waste of system and communication network resources. Moreover, such a user may feel that the service information is troublesome.
 そこで、本発明は、このような状況に鑑みてなされたものであり、前回の交換タイミングを用いることなく、自動車などの車両において用いられる消耗品の交換タイミングを予測し、個々のユーザに対して、より適切なタイミングに消耗品の交換を推奨し得るサービス情報通知システム、及び当該サービス情報通知システムにおいて用いられるユーザデータのデータ構造の提供を目的とする。 Therefore, the present invention has been made in view of such a situation, and without using the previous replacement timing, predicting the replacement timing of consumables used in a vehicle such as an automobile, and for each user It is an object of the present invention to provide a service information notification system that can recommend replacement of consumables at a more appropriate timing, and a data structure of user data used in the service information notification system.
 本発明の一態様に係わるサービス情報通知システムは、車両において用いられる消耗品の交換を推奨するサービス情報を通知する。サービス情報通知システムは、消耗品の消耗状態データを車両から取得し、メモリに保持させ、消耗品の次回交換タイミングを予測する。また、サービス情報通知システムは、車両と対応付けられたユーザのサービス情報に対する必要度を含むユーザデータを取得し、メモリに保持させる。サービス情報通知システムは、予測した次回交換タイミングに合わせて、必要度が所定値を超えるユーザと対応付けられている所定の宛先に対してサービス情報を通知する。 The service information notification system according to one aspect of the present invention notifies service information that recommends replacement of consumables used in a vehicle. The service information notification system acquires the consumption state data of the consumables from the vehicle, stores them in the memory, and predicts the next replacement timing of the consumables. In addition, the service information notification system acquires user data including the degree of necessity for the service information of the user associated with the vehicle, and stores the user data in the memory. The service information notification system notifies service information to a predetermined destination associated with a user whose necessity exceeds a predetermined value in accordance with the predicted next replacement timing.
図1は、サービス情報通知システム100を含む車両管理ネットワーク10の全体概略構成図である。FIG. 1 is an overall schematic configuration diagram of a vehicle management network 10 including a service information notification system 100. 図2は、消耗状態データの取得に関連する車両20の機能ブロック構成図である。FIG. 2 is a functional block configuration diagram of the vehicle 20 related to acquisition of wear state data. 図3は、サービス情報通知システム100の機能ブロック構成図である。FIG. 3 is a functional block configuration diagram of the service information notification system 100. 図4は、サービス情報通知システム100を含む車両管理ネットワーク10によるサービス情報の通知フローを示す図である。FIG. 4 is a diagram showing a service information notification flow by the vehicle management network 10 including the service information notification system 100. 図5は、エンジンオイルの次回交換タイミングの補正動作フローを示す図である。FIG. 5 is a diagram showing a correction operation flow for the next replacement timing of the engine oil. 図6は、バッテリの次回交換タイミングの補正動作フローを示す図である。FIG. 6 is a diagram showing a correction operation flow of the next replacement timing of the battery. 図7は、タイヤの次回交換タイミングの補正動作フローを示す図である。FIG. 7 is a diagram showing a correction operation flow of the next replacement timing of the tire. 図8は、消耗品の次回交換タイミングの予測に用いられる劣化モデルの例を示す図である。FIG. 8 is a diagram illustrating an example of a deterioration model used for predicting the next replacement timing of consumables. 図9Aは、顧客DB200に蓄積されるデータベースの構成例を示す図である。FIG. 9A is a diagram illustrating a configuration example of a database stored in the customer DB 200. 図9Bは、ユーザデータのデータ構造の例(その1)を示す図である。FIG. 9B is a diagram illustrating an example (part 1) of the data structure of user data. 図9Cは、ユーザデータのデータ構造の例(その2)を示す図である。FIG. 9C is a diagram illustrating an example (part 2) of the data structure of user data. 図10は、サービス情報の必要度クラスの構成例を示す図である。FIG. 10 is a diagram illustrating a configuration example of the necessity class of service information. 図11Aは、サービス情報のデータ構造の例(その1)を示す図である。FIG. 11A is a diagram illustrating an example (part 1) of a data structure of service information. 図11Bは、サービス情報のデータ構造の例(その2)を示す図である。FIG. 11B is a diagram illustrating an example (part 2) of the data structure of the service information. 図11Cは、サービス情報のデータ構造の例(その3)を示す図である。FIG. 11C is a diagram illustrating an example (part 3) of the data structure of the service information. 図12は、端末装置35に表示されるサービス情報の例を示す図である。FIG. 12 is a diagram illustrating an example of service information displayed on the terminal device 35.
 以下、実施形態を図面に基づいて説明する。なお、同一の機能や構成には、同一または類似の符号を付して、その説明を適宜省略する。 Hereinafter, embodiments will be described with reference to the drawings. The same functions and configurations are denoted by the same or similar reference numerals, and description thereof is omitted as appropriate.
 (サービス情報通知システムを含む車両管理ネットワークの全体構成) (Overall configuration of fleet management network including service information notification system)
 図1は、サービス情報通知システム100を含む車両管理ネットワーク10の全体概略構成図である。 FIG. 1 is an overall schematic configuration diagram of a vehicle management network 10 including a service information notification system 100.
 図1に示すように、車両管理ネットワーク10は、車両20、端末装置35、端末装置55、ネットワーククラウド60、サービス情報通知システム100及び顧客データベース200(以下、顧客DB200)を含む。 As shown in FIG. 1, the vehicle management network 10 includes a vehicle 20, a terminal device 35, a terminal device 55, a network cloud 60, a service information notification system 100, and a customer database 200 (hereinafter, customer DB 200).
 車両管理ネットワーク10は、車両20の状態を管理する。特に、本実施形態では、車両管理ネットワーク10は、車両20において用いられる消耗品(エンジンオイル、バッテリ及びタイヤなど)の消耗状態を管理し、当該消耗品の交換を車両20のユーザ30に対して推奨する。 The vehicle management network 10 manages the state of the vehicle 20. In particular, in this embodiment, the vehicle management network 10 manages the consumption state of consumables (engine oil, batteries, tires, and the like) used in the vehicle 20 and replaces the consumables with respect to the user 30 of the vehicle 20. Recommend.
 車両20は、無線通信機能を用いてサービス情報通知システム100と無線通信を実行することができる。車両20は、典型的には、四輪の乗用自動車(ミニバン及びSUVを含む)だが、トラック及びバスでもよい。 The vehicle 20 can execute wireless communication with the service information notification system 100 using the wireless communication function. The vehicle 20 is typically a four-wheeled passenger car (including a minivan and SUV), but may be a truck and a bus.
 本実施形態では、車両20は、エンジン(内燃機関)を備えている。但し、車両20は、ハイブリッド車でもよいし、電気自動車としても構わない。車両20は、消耗品の消耗状態を検出できるセンサを備えている。 In the present embodiment, the vehicle 20 includes an engine (an internal combustion engine). However, the vehicle 20 may be a hybrid vehicle or an electric vehicle. The vehicle 20 includes a sensor that can detect the consumption state of the consumables.
 ユーザ30は、車両20を日常的に使用する者、典型的には、車両20のドライバーである。なお、ユーザ30は、車両20のメンテナンスに対する権限を有する者であれば、必ずしも車両20を日常的に使用する者でなくても構わない。 The user 30 is a person who uses the vehicle 20 on a daily basis, typically a driver of the vehicle 20. Note that the user 30 does not necessarily have to be a person who uses the vehicle 20 on a daily basis as long as the user 30 has authority over maintenance of the vehicle 20.
 端末装置35は、ユーザ30と対応付けられており、サービス情報通知システム100から通知される車両20関連のサービス情報を受信することができる。端末装置35としては、ユーザ30が使用する携帯電話端末またはタブレット型のパーソナルコンピュータが挙げられる。なお、ユーザ30と対応付けられていれば、端末装置35は、デスクトップ型のパーソナルコンピュータなどでも構わない。 The terminal device 35 is associated with the user 30 and can receive service information related to the vehicle 20 notified from the service information notification system 100. Examples of the terminal device 35 include a mobile phone terminal used by the user 30 or a tablet personal computer. The terminal device 35 may be a desktop personal computer or the like as long as it is associated with the user 30.
 端末装置35は、ユーザ30を一意に識別可能な電子メールアドレス宛ての情報を受信及び表示などすることができる。 The terminal device 35 can receive and display information addressed to an e-mail address that can uniquely identify the user 30.
 ディーラ50は、車両20の販売、販売後のサービス及びメンテナンスを提供する。ディーラ50は、自動車販売店(新車)であり、特定の自動車メーカーの車両のみを扱ってもよいし、複数の自動車メーカーの車両を扱ってもよい。 Dealer 50 provides sales of vehicle 20, post-sales service and maintenance. The dealer 50 is an automobile dealer (new car), and may handle only vehicles of a specific automobile manufacturer, or may handle vehicles of a plurality of automobile manufacturers.
 端末装置55は、ディーラ50(店舗)に配備されているパーソナルコンピュータまたは携帯型通信端末である。端末装置55は、車両20の消耗品の交換記録、及びユーザ30の属性(後述する価格センシティビティ及びロイヤルティなど)の入力に用いられる。 The terminal device 55 is a personal computer or a portable communication terminal provided in the dealer 50 (store). The terminal device 55 is used to input replacement records of consumables of the vehicle 20 and attributes of the user 30 (such as price sensitivity and loyalty described later).
 ネットワーククラウド60は、有線通信または無線通信によって情報伝送を可能にする通信ネットワークである。ネットワーククラウド60は、典型的にはインターネットを含み、インターネット上において提供される各種の情報提供サービス(気象、交通渋滞など)、ストレージサービス、及びアプリケーションサービスなどを含む。車両管理ネットワーク10に含まれる各エンティティ(車両20、端末装置35、端末装置55、サービス情報通知システム100及び顧客DB200)間の通信もネットワーククラウド60経由で提供されても構わない。また、サービス情報通知システム100及び顧客DB200の機能の一部または全部は、ネットワーククラウド60上で提供される当該サービスによって、仮想的に提供されても構わない。 The network cloud 60 is a communication network that enables information transmission by wired communication or wireless communication. The network cloud 60 typically includes the Internet, and includes various information providing services (such as weather and traffic congestion) provided on the Internet, storage services, and application services. Communication between each entity (vehicle 20, terminal device 35, terminal device 55, service information notification system 100, and customer DB 200) included in the vehicle management network 10 may also be provided via the network cloud 60. Further, some or all of the functions of the service information notification system 100 and the customer DB 200 may be virtually provided by the service provided on the network cloud 60.
 サービス情報通知システム100は、車両20関連のサービス情報を通知する。特に、本実施形態では、サービス情報通知システム100は、車両20において用いられる消耗品の交換を推奨するサービス情報を通知する。 The service information notification system 100 notifies service information related to the vehicle 20. In particular, in the present embodiment, the service information notification system 100 notifies service information that recommends replacement of consumables used in the vehicle 20.
 具体的には、サービス情報通知システム100は、車両20から取得した消耗品の消耗状態を示すデータ(消耗状態データ)に基づいて、当該消耗品の次回交換タイミングを予測する。サービス情報通知システム100は、予測された次回交換タイミングに合わせて、サービス情報に対する必要度が高いユーザ(具体的には、当該ユーザと対応付けられている端末装置)に対してサービス情報を通知する。 Specifically, the service information notification system 100 predicts the next replacement timing of the consumable item based on the data (consumption state data) indicating the consumption state of the consumable item acquired from the vehicle 20. The service information notification system 100 notifies the service information to a user who has a high degree of necessity for the service information (specifically, a terminal device associated with the user) in accordance with the predicted next replacement timing. .
 顧客DB200は、車両20のユーザ30(顧客)に関する情報が蓄積されるデータベースである。特に、本実施形態では、顧客DB200は、車両20の消耗品の交換履歴に関する情報、及びユーザ30の属性に関する情報(図9参照)を蓄積する。 The customer DB 200 is a database in which information related to the user 30 (customer) of the vehicle 20 is accumulated. In particular, in the present embodiment, the customer DB 200 accumulates information related to the consumable replacement history of the vehicle 20 and information related to the attributes of the user 30 (see FIG. 9).
 なお、顧客DB200は、ディーラ50主導で構築されてもよいし、車両20のメーカー主導で構築されても構わない。 Note that the customer DB 200 may be built by the dealer 50 or by the manufacturer of the vehicle 20.
 (車両及びサービス情報通知システムの機能ブロック構成) (Function block configuration of vehicle and service information notification system)
 次に、消耗状態データの取得に関連する車両20の機能ブロック構成、及びサービス情報通知システム100の機能ブロック構成について説明する。
 (1)車両20
Next, the functional block configuration of the vehicle 20 related to the acquisition of the consumption state data and the functional block configuration of the service information notification system 100 will be described.
(1) Vehicle 20
 図2は、消耗状態データの取得に関連する車両20の機能ブロック構成図である。つまり、図2は、サービス情報通知システム100が、車両20において用いられている消耗品の消耗状態データを取得するために関連する機能ブロックのみを示している。 FIG. 2 is a functional block configuration diagram of the vehicle 20 related to acquisition of wear state data. That is, FIG. 2 shows only functional blocks related to the service information notification system 100 for acquiring the consumption state data of the consumables used in the vehicle 20.
 図2に示すように、車両20は、通信部21、消耗状態測定部23、車両使用状況取得部24及びインフォティメントシステム25を備える。 As shown in FIG. 2, the vehicle 20 includes a communication unit 21, a wear state measurement unit 23, a vehicle usage status acquisition unit 24, and an infotainment system 25.
 通信部21は、車両20近傍のアクセスポイント(無線基地局など)と無線信号を送受信し、当該アクセスポイントを経由してサービス情報通知システム100などと通信を実行する。 The communication unit 21 transmits and receives radio signals to and from an access point (such as a radio base station) in the vicinity of the vehicle 20, and communicates with the service information notification system 100 and the like via the access point.
 通信部21は、通信モジュールとして車両20に備えられてもよいし、ユーザ30が使用する端末装置35を用いて実現してもよい。端末装置35を用いて実現する場合、典型的には、4G(LTE)などの移動通信ネットワークの利用が挙げられる。なお、他の無線通信方式(無線LANなど)であっても構わない。 The communication unit 21 may be provided in the vehicle 20 as a communication module, or may be realized using the terminal device 35 used by the user 30. When implemented using the terminal device 35, typically, a mobile communication network such as 4G (LTE) is used. Note that other wireless communication methods (such as a wireless LAN) may be used.
 消耗状態測定部23は、車両20において用いられている各種消耗品の消耗状態を測定する。本実施形態では、消耗品として、エンジンオイル、バッテリ及びタイヤを対象としている。 The consumption state measuring unit 23 measures the consumption state of various consumables used in the vehicle 20. In this embodiment, engine oil, a battery, and a tire are targeted as consumables.
 但し、消耗品は、このような例に限られず、比較的交換頻度が高い消耗品としては、エアコンのフィルタ、ワイパーブレード、ブレーキパッド、エンジンオイルフィルタなども含まれる。また、広義には、ファンベルト、タイミングベルト、スパークプラグ、ショックアブソーバー、クラッチ、ウォーターポンプなども含まれる。 However, the consumables are not limited to such examples, and examples of consumables that are relatively frequently replaced include air conditioner filters, wiper blades, brake pads, and engine oil filters. In a broad sense, a fan belt, a timing belt, a spark plug, a shock absorber, a clutch, a water pump, and the like are also included.
 具体的には、消耗状態測定部23は、エンジンオイルの消耗状態(劣化状態と呼んでもよい)の指標として、ブローバイガス中の炭化水素(HC)の発生量を測定する。 Specifically, the consumption state measurement unit 23 measures the amount of hydrocarbon (HC) generated in the blow-by gas as an index of the consumption state of the engine oil (which may be called a deteriorated state).
 消耗状態測定部23は、バッテリの消耗状態(劣化状態と呼んでもよい)の指標として、バッテリの内部抵抗(State of Health)をする。なお、車両20において用いられるバッテリの種類は、特に限定されない。具体的には、バッテリ液を補充可能なタイプまたは補充できないタイプ(メンテナンスフリー)、及びドライバッテリが含まれる。また、ハイブリッド車用の補機バッテリも含まれる。 The consumption state measuring unit 23 performs an internal resistance of the battery (State of Health) as an index of the consumption state of the battery (which may be referred to as a deterioration state). In addition, the kind of battery used in the vehicle 20 is not specifically limited. Specifically, types that can or cannot be replenished with battery fluid (maintenance-free) and dry batteries are included. An auxiliary battery for a hybrid vehicle is also included.
 消耗状態測定部23は、タイヤの消耗状態(摩耗状態と呼んでもよい)の指標として、車両20の駆動輪と従動輪との回転差から求められるスリップ率を測定する。なお、HC、SoH及びスリップ率の具体的な測定方法については、さらに後述する。 The wear state measuring unit 23 measures the slip ratio obtained from the rotational difference between the driving wheel and the driven wheel of the vehicle 20 as an index of the tire wearing state (which may be called a worn state). Note that specific methods for measuring HC, SoH, and slip ratio will be described later.
 消耗状態測定部23は、車両20の識別情報を含む消耗状態データを、通信部21を介してサービス情報通知システム100に送信する。車両20の識別情報は、車台番号または自動車登録番号(ライセンスプレート)を用い得るが、車両20を一意に識別できれば、他の情報を用いても構わない。 The consumption state measurement unit 23 transmits consumption state data including identification information of the vehicle 20 to the service information notification system 100 via the communication unit 21. As the identification information of the vehicle 20, a chassis number or an automobile registration number (license plate) can be used, but other information may be used as long as the vehicle 20 can be uniquely identified.
 また、消耗状態測定部23は、車両20において消耗品が交換され、当該消耗品の交換タイミングがリセットされた場合、当該消耗品が交換されたことを示す交換済データを、通信部21を介してサービス情報通知システム100に送信することができる。 In addition, when the consumable item is replaced in the vehicle 20 and the replacement timing of the consumable item is reset, the consumable state measuring unit 23 transmits exchanged data indicating that the consumable item has been exchanged via the communication unit 21. Can be transmitted to the service information notification system 100.
 車両使用状況取得部24は、車両20の使用状況を取得する。具体的には、車両使用状況取得部24は、車両20に備えられているセンサ群から提供される信号に基づいて、加速G・減速G、角速度(ヨーレート)、操舵量、スロットル開度及びブレーキ圧など、車両20の使われ方を示す情報を取得する。 The vehicle usage status acquisition unit 24 acquires the usage status of the vehicle 20. Specifically, the vehicle usage status acquisition unit 24 determines acceleration G / deceleration G, angular velocity (yaw rate), steering amount, throttle opening, and brake based on a signal provided from a sensor group provided in the vehicle 20. Information indicating how the vehicle 20 is used, such as pressure, is acquired.
 また、車両使用状況取得部24は、当該センサ群を用いて車両20の積載重量を算出(推定)すること、及び車両20に搭載されているバッテリの充放電回数を取得することができる。なお、ここでいう「積載重量」とは、車両20の乗員及び車両20に積載される荷物などの合計重量を意味する。 Further, the vehicle usage status acquisition unit 24 can calculate (estimate) the load weight of the vehicle 20 using the sensor group, and can acquire the number of times of charging / discharging of the battery mounted on the vehicle 20. Here, “loading weight” means the total weight of the passenger of the vehicle 20 and the luggage loaded on the vehicle 20.
 インフォティメントシステム25は、車両20に備えられ、カーナビゲーション、オーディオビジュアル(AV)、ネットワーククラウド60との連携した情報提供サービスなどの機能を提供する。 The infotainment system 25 is provided in the vehicle 20 and provides functions such as car navigation, audio visual (AV), and an information providing service in cooperation with the network cloud 60.
 特に、本実施形態では、インフォティメントシステム25は、サービス情報通知システム100から送信されるサービス情報を表示することができる。
 (2)サービス情報通知システム100
In particular, in this embodiment, the infotainment system 25 can display service information transmitted from the service information notification system 100.
(2) Service information notification system 100
 図3は、サービス情報通知システム100の機能ブロック構成図である。図3に示すように、サービス情報通知システム100は、消耗状態データ取得部110、ユーザデータ取得部120、関連データ取得部130、交換タイミング予測部140及び通知部150を備える。 FIG. 3 is a functional block configuration diagram of the service information notification system 100. As illustrated in FIG. 3, the service information notification system 100 includes a consumption state data acquisition unit 110, a user data acquisition unit 120, a related data acquisition unit 130, a replacement timing prediction unit 140, and a notification unit 150.
 サービス情報通知システム100は、プロセッサ、メモリ、入力デバイス、ディスプレイ及び通信インタフェース(通信IF)を備える汎用のサーバコンピュータ上においてプログラム(ソフトウェア)を実行することによって実現される。なお、上述したように、サービス情報通知システム100の一部(または全部)は、ネットワーククラウド60上で提供されても構わない。 The service information notification system 100 is realized by executing a program (software) on a general-purpose server computer including a processor, a memory, an input device, a display, and a communication interface (communication IF). As described above, a part (or all) of the service information notification system 100 may be provided on the network cloud 60.
 消耗状態データ取得部110は、消耗品の消耗状態を示す消耗状態データ(HC、SoH及びスリップ率)を車両20から取得する。また、消耗状態データ取得部110は、取得した消耗状態データをメモリに保持させる。 The consumption state data acquisition unit 110 acquires consumption state data (HC, SoH, and slip rate) indicating the consumption state of the consumables from the vehicle 20. Further, the consumption state data acquisition unit 110 stores the acquired consumption state data in the memory.
 また、消耗状態データ取得部110は、車両20において、消耗品が交換されたことを示す交換済データを車両20から取得し、取得した交換済データをメモリに保持させることができる。なお、消耗状態データ取得部110は、交換済データを顧客DB200経由で取得してもよい。 Also, the consumption state data acquisition unit 110 can acquire replacement data indicating that the consumable item has been replaced in the vehicle 20 from the vehicle 20, and can store the acquired replacement data in the memory. The consumption state data acquisition unit 110 may acquire the exchanged data via the customer DB 200.
 ユーザデータ取得部120は、車両20と対応付けられたユーザ30に関するデータであるユーザデータを取得する。本実施形態では、ユーザデータ取得部120は、顧客DB200からユーザ30のユーザデータを取得する。なお、ユーザデータ取得部120は、一部のユーザデータについては、ネットワーククラウド60上のサービスから取得してもよい。 The user data acquisition unit 120 acquires user data that is data related to the user 30 associated with the vehicle 20. In the present embodiment, the user data acquisition unit 120 acquires user data of the user 30 from the customer DB 200. Note that the user data acquisition unit 120 may acquire some user data from a service on the network cloud 60.
 特に、ユーザデータ取得部120は、ユーザ30のサービス情報に対する必要度を含むユーザデータを取得し、取得したユーザデータをメモリに保持させる。「サービス情報に対する必要度」とは、ユーザ30が、消耗品の交換を推奨するサービス情報をどの程度必要としているかを意味する。 In particular, the user data acquisition unit 120 acquires user data including the degree of necessity for the service information of the user 30, and stores the acquired user data in a memory. “Necessity for service information” means how much service information the user 30 recommends to replace consumables.
 また、本実施形態では、当該必要度は、ユーザ30の消耗品の交換コスト(作業工賃も含む総価格)に対するセンシティビティ(以下、本実施形態では、価格センシティビティと呼ぶ)と、車両20のメーカーまたはディーラに対するロイヤルティとを含む。なお、必要度の具体的な内容についてはさらに後述する。 In the present embodiment, the degree of necessity corresponds to the sensitivity (hereinafter referred to as price sensitivity in the present embodiment) with respect to the replacement cost of the consumables of the user 30 (the total price including the work cost). Includes loyalty to manufacturers or dealers. The specific contents of the necessity level will be further described later.
 ユーザデータ取得部120が取得するユーザデータは、車両20と対応付けられたユーザ30の識別情報と、当該必要度とを含む。ユーザ30の識別情報としては、典型的には、ユーザ30を一意に識別可能な電子メールアドレスが挙げられる。但し、ユーザ30(実際には、ユーザ30が使用する端末装置35など)を一意に識別できる情報であれば、電子メールアドレス以外でも構わない。 User data acquired by the user data acquisition unit 120 includes identification information of the user 30 associated with the vehicle 20 and the degree of necessity. The identification information of the user 30 typically includes an e-mail address that can uniquely identify the user 30. However, as long as it is information that can uniquely identify the user 30 (in reality, the terminal device 35 used by the user 30), the information may be other than an e-mail address.
 関連データ取得部130は、車両20において現在用いられている消耗品のグレード及び車両20の使用状況の少なくとも何れかを示すデータ(以下、関連データ)を取得し、取得した関連データをメモリに保持させる。 The related data acquisition unit 130 acquires data (hereinafter referred to as related data) that indicates at least one of the grade of consumables currently used in the vehicle 20 and the usage status of the vehicle 20, and stores the acquired related data in a memory Let
 具体的には、関連データ取得部130は、消耗品のグレードを示すデータについては、顧客DB200から取得する。 Specifically, the related data acquisition unit 130 acquires data indicating the grade of consumables from the customer DB 200.
 ここでは、「グレード」は、消耗品の種類及び等級を含むものとして定義する。また、エンジンオイルの場合、グレードには、エンジンオイルとは別個の添加剤の有無が含まれ、タイヤの場合、グレードには、タイヤの種別(サマータイヤ、ウインター(スタッドレス)タイヤ、低転がり抵抗(RR)タイヤ)及びタイヤサイズ(トレッド幅、偏平率及びタイヤ径)が含まれる。 Here, “grade” is defined as including the type and grade of consumables. In the case of engine oil, the grade includes the presence or absence of additives that are separate from engine oil. In the case of tire, grade includes the type of tire (summer tire, winter (studless) tire, RR) tire) and tire size (tread width, flatness and tire diameter).
 また、関連データ取得部130は、車両20の使用状況を示すデータについては、車両20またはネットワーククラウド60から取得する。 Further, the related data acquisition unit 130 acquires data indicating the usage status of the vehicle 20 from the vehicle 20 or the network cloud 60.
 ここでは、「使用状況」とは、車両20が走行する地域に関する情報(気候(気温、湿度、日射量)、地形及び道路構成など)、及び車両20の使われ方に関する情報(加速G・減速G、積載重量、操舵量及びバッテリの充放電回数など)を含むものとして定義する。 Here, “usage status” refers to information about the area in which the vehicle 20 travels (climate (temperature, humidity, amount of solar radiation), topography, road configuration, etc.), and information about how the vehicle 20 is used (acceleration G / deceleration). G, loading weight, steering amount, number of times of charging / discharging of the battery, etc.).
 なお、車両20(またはネットワーククラウド60)は、当該情報を直接的または間接的に検出できる機能を備えている。 Note that the vehicle 20 (or the network cloud 60) has a function capable of detecting the information directly or indirectly.
 交換タイミング予測部140は、取得した消耗状態データに基づいて、消耗品の次回交換タイミングを予測する。具体的には、交換タイミング予測部140は、消耗品の種別毎の劣化モデル(図8参照)を用いて、当該消耗品の次回交換タイミングを予測する。なお、本実施形態に係る消耗品(エンジンオイル、バッテリ及びタイヤ)毎の次回交換タイミングの予測方法については、さらに後述する。 The replacement timing prediction unit 140 predicts the next replacement timing of the consumable item based on the acquired consumption state data. Specifically, the replacement timing prediction unit 140 predicts the next replacement timing of the consumable item using a deterioration model for each type of consumable item (see FIG. 8). A method for predicting the next replacement timing for each consumable (engine oil, battery, and tire) according to the present embodiment will be further described later.
 また、交換タイミング予測部140は、このように予測した次回交換タイミングを、当該消耗品の次回交換タイミングの標準である標準交換タイミングとして用いる。つまり、交換タイミング予測部140は、取得した消耗状態データに基づいて、当該消耗品の次回交換タイミングの標準である標準交換タイミングを予測する。 Also, the replacement timing prediction unit 140 uses the next replacement timing predicted in this way as a standard replacement timing that is a standard for the next replacement timing of the consumable item. That is, the replacement timing prediction unit 140 predicts a standard replacement timing that is a standard for the next replacement timing of the consumable item based on the acquired consumption state data.
 さらに、交換タイミング予測部140は、関連データ取得部130によって取得された関連データ(消耗品のグレード、及び車両20の使用状況)を用いて、当該標準交換タイミングを補正する。 Furthermore, the replacement timing prediction unit 140 corrects the standard replacement timing using the related data (consumables grade and usage status of the vehicle 20) acquired by the related data acquisition unit 130.
 具体的には、交換タイミング予測部140は、グレードが所定値を超える消耗品、つまり、グレードが高く、ライフタイムが標準よりも長いと想定される消耗品の次回交換タイミングを標準交換タイミングよりも遅らせることができる。 Specifically, the replacement timing prediction unit 140 sets the next replacement timing of consumables whose grade exceeds a predetermined value, that is, consumables whose grade is high and whose lifetime is longer than the standard, than the standard replacement timing. Can be delayed.
 逆に、交換タイミング予測部140は、グレードが低く、ライフタイムが標準よりも短いと想定される消耗品の次回交換タイミングを標準交換タイミングよりも早めることができる。 Conversely, the replacement timing prediction unit 140 can make the next replacement timing of consumables whose grade is low and the lifetime is shorter than the standard replacement earlier than the standard replacement timing.
 同様に、交換タイミング予測部140は、使用状況が所定条件を超える場合、つまり、車両20の使用状況がシビアであり、消耗が進行し易いと考えられる場合、当該消耗品の次回交換タイミングを標準交換タイミングよりも早めることができる。 Similarly, when the usage status exceeds a predetermined condition, that is, when the usage status of the vehicle 20 is severe and wear is considered to easily progress, the replacement timing prediction unit 140 sets the next replacement timing for the consumable item as a standard. It can be made earlier than the replacement timing.
 逆に、交換タイミング予測部140は、車両20の使用状況がマイルドであり、消耗が遅いと考えられる場合、当該消耗品の次回交換タイミングを標準交換タイミングより遅らせることができる。 Conversely, if the usage status of the vehicle 20 is mild and consumption is considered to be slow, the replacement timing prediction unit 140 can delay the next replacement timing of the consumable item from the standard replacement timing.
 通知部150は、ユーザ30と対応付けられている所定の宛先(本実施形態では、端末装置35)に対してサービス情報を通知する。具体的には、通知部150は、交換タイミング予測部140によって予測された消耗品の次回交換タイミングに合わせて、上述したサービス情報の必要度が所定値を超えるユーザを対象として、サービス情報を通知する。 The notification unit 150 notifies the service information to a predetermined destination (in this embodiment, the terminal device 35) associated with the user 30. Specifically, the notification unit 150 notifies service information for users whose necessity of the service information exceeds a predetermined value in accordance with the next replacement timing of the consumables predicted by the replacement timing prediction unit 140. To do.
 より具体的には、通知部150は、価格センシティビティの高さと、ロイヤルティの高さとの組合せに基づく所定のクラスに属するユーザを対象として、サービス情報を通知することができる。 More specifically, the notification unit 150 can notify service information for users belonging to a predetermined class based on a combination of price sensitivity height and loyalty height.
 通知部150は、予測された次回交換タイミングを基準とした前後の所定時間(例えば、1週間~1ヶ月)内にサービス情報を通知する。なお、車両20に備えられているインフォティメントシステム25が所定の宛先として対応付けられている場合、通知部150は、インフォティメントシステム25に対してサービス情報を通知する。 The notification unit 150 notifies the service information within a predetermined time (for example, one week to one month) before and after the predicted next replacement timing. Note that when the infotainment system 25 provided in the vehicle 20 is associated as a predetermined destination, the notification unit 150 notifies the infotainment system 25 of service information.
 本実施形態では、サービス情報は、交換が推奨される消耗品の名称と、当該消耗品の消耗程度(劣化程度)とを示すデータによって構成れる。但し、当該消耗品の消耗程度を示すデータは、必ずしも必須ではない。 In the present embodiment, the service information includes data indicating the name of a consumable item that is recommended to be replaced and the level of consumption (degradation level) of the consumable item. However, data indicating the degree of consumption of the consumable item is not necessarily essential.
 また、サービス情報は、当該消耗品の交換期限、または当該消耗品などの価格を値引きするクーポンの情報を含んでもよい。 Also, the service information may include information on coupons for discounting the expiry date of the consumables or the price of the consumables.
 また、通知部150は、ディーラ50での消耗品の交換を促すため、上述したサービス情報の必要度が所定値以下のユーザと対応付けられている所定の宛先(端末装置)に対して、交換タイミング予測部140によって予測された標準交換タイミングよりも早いタイミングにおいて、サービス情報を通知することができる。 In addition, the notification unit 150 replaces a predetermined destination (terminal device) associated with a user whose service information need is equal to or less than a predetermined value in order to prompt the dealer 50 to replace consumables. The service information can be notified at a timing earlier than the standard replacement timing predicted by the timing prediction unit 140.
 なお、通知部150は、消耗品が交換されたことを示す交換済データが消耗状態データ取得部110によって取得された場合、サービス情報の通知を中止する。つまり、通知部150は、予測された次回交換タイミングを基準とした前後の所定時間内であっても、交換済データが取得された場合には、サービス情報を通知しない。 Note that when the replacement data indicating that the consumable item has been replaced is acquired by the consumption state data acquisition unit 110, the notification unit 150 stops the notification of the service information. That is, the notification unit 150 does not notify the service information when the exchanged data is acquired even within a predetermined time before and after the predicted next replacement timing.
 (サービス情報通知システムの動作) (Service information notification system operation)
 次に、サービス情報通知システム100の動作について説明する。具体的には、サービス情報通知システム100を含む車両管理ネットワーク10によるサービス情報の通知動作、及び消耗品の次回交換タイミングを補正する動作について説明する。
 (1)サービス情報の通知
Next, the operation of the service information notification system 100 will be described. Specifically, a service information notification operation by the vehicle management network 10 including the service information notification system 100 and an operation for correcting the next replacement timing of the consumables will be described.
(1) Notification of service information
 図4は、サービス情報通知システム100を含む車両管理ネットワーク10によるサービス情報の通知フローを示す。 FIG. 4 shows a service information notification flow by the vehicle management network 10 including the service information notification system 100.
 図4に示すように、車両20は、消耗品の消耗状態を測定する(S10)。本実施形態では、車両20は、エンジンオイル、バッテリ及びタイヤの消耗状態を測定する。各消耗品の具体的な消耗状態の測定方法は、上述したとおりである(図2の消耗状態測定部23に関する説明を参照)。なお、次回交換タイミング(標準交換タイミング)を含めたHC、SoH及びスリップ率の具体的な測定方法については、後述する。 As shown in FIG. 4, the vehicle 20 measures the consumption state of the consumables (S10). In the present embodiment, the vehicle 20 measures the consumption state of the engine oil, the battery, and the tire. A specific method for measuring the consumption state of each consumable is as described above (see the description of the consumption state measurement unit 23 in FIG. 2). A specific method for measuring HC, SoH and slip ratio including the next replacement timing (standard replacement timing) will be described later.
 車両20は、消耗状態の測定結果に基づいて、消耗品の消耗状態を示す消耗状態データをサービス情報通知システム100に送信する(S20)。消耗状態データには、車両20の識別情報が含まれる。 The vehicle 20 transmits consumption state data indicating the consumption state of the consumable item to the service information notification system 100 based on the measurement result of the consumption state (S20). The consumption state data includes identification information of the vehicle 20.
 また、車両20は、車両20が発生する加速G・減速G、車両20への積載重量など、車両20の使用状況を示すデータ(関連データ)をサービス情報通知システム100に送信してもよい。 Further, the vehicle 20 may transmit data (related data) indicating the use status of the vehicle 20 such as acceleration G / deceleration G generated by the vehicle 20 and a load weight on the vehicle 20 to the service information notification system 100.
 サービス情報通知システム100は、消耗状態データを受信する(S30)。サービス情報通知システム100は、受信した消耗状態データに基づいて、消耗品の次回交換タイミングを予測する(S35)。 The service information notification system 100 receives the consumption state data (S30). The service information notification system 100 predicts the next replacement timing of the consumable item based on the received consumption state data (S35).
 ここで、図8は、消耗品の次回交換タイミングの予測に用いられる劣化モデルの例を示す。図8の横軸は時間を示し、縦軸は消耗品の劣化度合を示す。 Here, FIG. 8 shows an example of a deterioration model used for predicting the next replacement timing of the consumables. The horizontal axis in FIG. 8 indicates time, and the vertical axis indicates the degree of deterioration of the consumables.
 サービス情報通知システム100は、車両20から繰り返し送信される消耗状態データの値に基づいて、劣化モデルにおける現状値を特定する。なお、「劣化モデル」は、消耗品毎にデフォルトで規定されたモデルでもよいし、取得した大量の消耗状態データを用いて学習し、適宜更新されるモデルでもよい。 The service information notification system 100 identifies the current value in the deterioration model based on the value of the consumption state data repeatedly transmitted from the vehicle 20. The “deterioration model” may be a model defined by default for each consumable item, or may be a model that is learned using a large amount of acquired consumption state data and updated as appropriate.
 サービス情報通知システム100は、所定の消耗状態データの値と対応付けられている劣化度合を消耗品の交換推奨レベルとして保持している。サービス情報通知システム100は、劣化モデルに基づいて、当該交換推奨レベルに到達するタイミングを次回交換タイミング、具体的には、標準交換タイミングtsとして予測する。 The service information notification system 100 holds the degree of deterioration associated with a predetermined consumption state data value as a recommended replacement level for consumables. Based on the deterioration model, the service information notification system 100 predicts the timing for reaching the recommended replacement level as the next replacement timing, specifically, the standard replacement timing ts.
 なお、サービス情報通知システム100は、ユーザ30のサービス情報に対する必要度、消耗品のグレード、または車両20の使用状況に応じて、標準交換タイミングtsを交換タイミングt1(早める場合)または交換タイミングt2(遅らせる場合)に補正することができる。 Note that the service information notification system 100 may change the standard replacement timing ts from the replacement timing t1 (when it is advanced) or the replacement timing t2 (according to the necessity of the service information of the user 30, the grade of consumables, or the usage state of the vehicle 20 Can be corrected).
 サービス情報通知システム100は、予測した次回交換タイミングに基づいて、当該消耗品の交換が必要か否かを判定する(S40)。 The service information notification system 100 determines whether or not the consumable needs to be replaced based on the predicted next replacement timing (S40).
 具体的には、サービス情報通知システム100は、現時点と、予測した次回交換タイミングの時点とが所定時間内であれば、当該消耗品の交換が必要と判定する。 Specifically, the service information notification system 100 determines that the consumable needs to be replaced if the current time and the predicted time of the next replacement timing are within a predetermined time.
 サービス情報通知システム100は、当該消耗品の交換が必要と判定した場合、顧客DB200に対してユーザデータを要求する(S50)。 When the service information notification system 100 determines that the consumable item needs to be replaced, the service information notification system 100 requests user data from the customer DB 200 (S50).
 具体的には、サービス情報通知システム100は、車両20の識別情報を顧客DB200に送信し、車両20の識別情報と対応付けられているユーザ30のユーザデータを要求する。 Specifically, the service information notification system 100 transmits the identification information of the vehicle 20 to the customer DB 200, and requests the user data of the user 30 associated with the identification information of the vehicle 20.
 顧客DB200は、サービス情報通知システム100からの要求に応じて、ユーザ30のユーザデータをサービス情報通知システム100に送信する(S60)。ここで、図9Aは、顧客DB200に蓄積されるデータベースの構成例を示す。 The customer DB 200 transmits user data of the user 30 to the service information notification system 100 in response to a request from the service information notification system 100 (S60). Here, FIG. 9A shows a configuration example of a database stored in the customer DB 200.
 図9Aに示す例では、当該データベースは、「車両識別情報」(例えば、車台番号、)、「ユーザ識別情報」(例えば、電子メールアドレス)、「来店日」、「作業内容」、「価格センシティビティ(価格Sens.)」、「ロイヤルティ」及び「サービス情報必要度クラス」の項目を含む。 In the example shown in FIG. 9A, the database includes “vehicle identification information” (for example, chassis number), “user identification information” (for example, e-mail address), “date of visit”, “work content”, “price sensitivity”. It includes items of “Titity (Price Sens.)”, “Loyalty”, and “Service Information Necessity Class”.
 顧客DB200は、図9Aに示したデータベースの内容に基づいて、ユーザ30のユーザデータをサービス情報通知システム100に送信する。 The customer DB 200 transmits the user data of the user 30 to the service information notification system 100 based on the contents of the database shown in FIG. 9A.
 図9B及び図9Cは、ユーザデータのデータ構造の例を示す。顧客DB200は、図9Bに示すように、「ユーザ識別情報」(aaaa@xxx)と、「サービス情報必要度クラス」(1)とを含むユーザデータを送信することができる。或いは、顧客DE200は、図9Cに示すように、「ユーザ識別情報」(aaaa@xxx)と、「価格センシティビティ」(Low)と、「ロイヤルティ」(High)とを含むユーザデータを送信することもできる。 9B and 9C show examples of the data structure of user data. As shown in FIG. 9B, the customer DB 200 can transmit user data including “user identification information” (aaa @ xxx) and “service information necessity class” (1). Alternatively, as shown in FIG. 9C, the customer DE 200 transmits user data including “user identification information” (aaa @ xxx), “price sensitivity” (Low), and “loyalty” (High). You can also.
 サービス情報通知システム100は、当該ユーザデータを受信する(S70)。サービス情報通知システム100は、受信したユーザデータに基づいて、ユーザ30に対してサービス情報を通知するか否かを判定する(S80)。 The service information notification system 100 receives the user data (S70). The service information notification system 100 determines whether to notify the user 30 of service information based on the received user data (S80).
 具体的には、サービス情報通知システム100は、図9Bに示したユーザデータに含まれている「サービス情報必要度クラス」の値が所定値(例えば、サービス情報必要度クラス=1)と一致する場合、サービス情報を通知すると判定する。 Specifically, the service information notification system 100 matches the value of “service information necessity class” included in the user data shown in FIG. 9B with a predetermined value (for example, service information necessity class = 1). The service information is determined to be notified.
 或いは、サービス情報通知システム100は、図9Cに示したユーザデータに含まれている「価格センシティビティ」の高さと、「ロイヤルティ」の高さとの組合せに基づいて、「サービス情報必要度クラス」を判定してもよい。 Alternatively, the service information notification system 100 determines that the “service information necessity class” is based on the combination of the “price sensitivity” height and the “loyalty” height included in the user data shown in FIG. 9C. May be determined.
 図9B及び図9Cに示した何れのデータ構造のうち、何れを用いるかは、価格センシティビティ及びロイヤルティの段階数、または必要度を設定したいクラスの範囲などに応じて定めてもよい。 Which of the data structures shown in FIG. 9B and FIG. 9C is used may be determined according to the number of price sensitivity and loyalty stages, or the range of the class for which the degree of necessity is to be set.
 図10は、サービス情報の必要度クラスの構成例を示す。図10に示すように、サービス情報の必要度クラスは、消耗品に対する価格センシティビティと、車両20のメーカーまたはディーラに対するロイヤルティとの組合せによって構成される。 FIG. 10 shows a configuration example of the service information necessity class. As shown in FIG. 10, the service information necessity class is composed of a combination of price sensitivity for consumables and loyalty for the manufacturer or dealer of the vehicle 20.
 図10に示す例では、価格センシティビティ及びロイヤルティとも3段階(Low(L),Mid(M),High(H))に設定されている。例えば、価格センシティビティ=Low、ロイヤルティ=Highの組合せは、必要度クラス=1(ディーラ50での交換可能性が最も高いクラス)と分類される。以下、同様に、必要度クラス2~9に分類される。例えば、価格センシティビティ=High、ロイヤルティ=Lowの組合せは、必要度クラス=9(図10において黒丸で表示、ディーラ50での交換可能性が最も低いクラス)と分類される。 In the example shown in FIG. 10, the price sensitivity and the royalty are set at three levels (Low (L), Mid (M), and High (H)). For example, a combination of price sensitivity = Low and loyalty = High is classified as necessity class = 1 (the class most likely to be exchanged at the dealer 50). Hereinafter, similarly, it is classified into the necessity classes 2 to 9. For example, a combination of price sensitivity = High and loyalty = Low is classified as a necessity class = 9 (indicated by a black circle in FIG. 10 and a class with the lowest possibility of exchange at the dealer 50).
 サービス情報通知システム100は、サービス情報を通知すると判定した場合、ユーザ30と対応付けられた所定の宛先、具体的には、ユーザ30の電子メールアドレス宛てのメールを受信可能な端末装置35に対してサービス情報を送信する(S90)。 When the service information notification system 100 determines to notify the service information, the service information notification system 100 receives a predetermined address associated with the user 30, specifically, a terminal device 35 that can receive mail addressed to the email address of the user 30. Service information is transmitted (S90).
 サービス情報通知システム100は、サービス情報を直接表示する電子メールを送信してもよいし、サービス情報の詳細を表示する特定のサイトへのリンクを送信してもよい。 The service information notification system 100 may transmit an e-mail that directly displays the service information, or may transmit a link to a specific site that displays details of the service information.
 或いは、サービス情報通知システム100は、端末装置35にインストールされている専用のアプリケーションに対してサービス情報を送信してもよい。なお、当該サービス情報には、消耗品の消耗程度(劣化程度)を示す情報を含んでもよい。 Alternatively, the service information notification system 100 may transmit service information to a dedicated application installed in the terminal device 35. Note that the service information may include information indicating the consumption level (degradation level) of the consumables.
 また、サービス情報通知システム100は、当該消耗品が交換されたことを示す交換済データを、車両20または顧客DB200から取得した場合、ステップS40において、当該消耗品の交換が必要と判定した場合でも、サービス情報の送信を中止する。 Further, when the service information notification system 100 obtains exchanged data indicating that the consumable has been replaced from the vehicle 20 or the customer DB 200, the service information notification system 100 can determine that the consumable must be replaced in step S40. , Stop sending service information.
 また、本動作例では、サービス情報通知システム100は、ディーラ50に配備される端末装置55に対しても同様のサービス情報を送信する。なお、このサービス情報は、端末装置35に送信されるサービス情報の複製でもよいし、ユーザ30に対してサービス情報を発行したことを示す発行通知でも構わない。 In this operation example, the service information notification system 100 also transmits similar service information to the terminal device 55 arranged in the dealer 50. The service information may be a copy of the service information transmitted to the terminal device 35, or may be an issue notification indicating that the service information has been issued to the user 30.
 端末装置55は、当該サービス情報(または発行通知)を受信する(S100)。同様に、端末装置35も、当該サービス情報を受信する(S110)。 The terminal device 55 receives the service information (or issue notification) (S100). Similarly, the terminal device 35 also receives the service information (S110).
 図11A~図11Cは、サービス情報のデータ構造の例を示す。サービス情報通知システム100は、図11Aに示すように、交換が推奨される消耗品の名称データ(エンジンオイル)と、当該消耗品の消耗程度(劣化程度)を示す消耗度データ(レベル2)とを含むサービス情報を送信することができる。 11A to 11C show examples of the data structure of service information. As shown in FIG. 11A, the service information notification system 100 includes consumable name data (engine oil) that is recommended to be replaced, and consumption level data (level 2) that indicates the degree of consumption (degradation level) of the consumable item. The service information including can be transmitted.
 また、サービス情報通知システム100は、図11Bに示すように、複数の消耗品の名称データと、消耗度データとを含むサービス情報を送信することができる。この場合、一部の消耗品(ここでは、バッテリ)については、必ずしも交換が推奨されるものでなくても構わない。つまり、特定の消耗品の交換が推奨される場合、合わせて他の消耗品の消耗程度をユーザ30(具体的には、端末装置35またはインフォティメントシステム25)に通知するようにしてもよい。 Further, as shown in FIG. 11B, the service information notification system 100 can transmit service information including name data of a plurality of consumables and consumption level data. In this case, replacement of some consumables (here, batteries) is not necessarily recommended. That is, when replacement of a specific consumable item is recommended, the user 30 (specifically, the terminal device 35 or the infotainment system 25) may be notified of the consumption level of other consumable items. .
 さらに、サービス情報通知システム100は、図11Cに示すように、当該消耗品の価格、或いは関連する他の消耗品またはサービス(工賃など)を値引く、無料にする、或いは特典を与えるクーポンを含むサービス情報を送信することができる。 Furthermore, as shown in FIG. 11C, the service information notification system 100 includes a coupon that discounts the price of the consumable item or other related consumable item or service (such as labor), makes it free, or gives a privilege. Service information can be transmitted.
 また、当該サービス情報には、当該消耗品の交換期限(図11Cの「2018/03/31」)が含まれてもよい。なお、当該交換期限は、当該消耗品の消耗程度に基づいて決定されるものでもよいし、当該クーポンの適用可能期限と対応付けられているものでもよい。 In addition, the service information may include a replacement deadline for the consumables (“2018/03/31” in FIG. 11C). Note that the replacement deadline may be determined based on the degree of consumption of the consumable item, or may be associated with the applicable period of the coupon.
 図12は、端末装置35に表示されるサービス情報の例を示す。図12に示すように、サービス情報は、消耗品(エンジンオイル)の交換を推奨するメッセージを含む。さらに、図12に示す例では、サービス情報は、価格を値引きする(10%オフ)クーポンの機能も有している。なお、クーポンの機能は必須ではない。 FIG. 12 shows an example of service information displayed on the terminal device 35. As shown in FIG. 12, the service information includes a message recommending replacement of consumables (engine oil). Furthermore, in the example shown in FIG. 12, the service information also has a coupon function for discounting the price (10% off). Note that the coupon function is not essential.
 また、サービス情報は、消耗品の消耗程度(劣化程度)を示す情報(「エンジンオイルの劣化レベルは「2」です」)を含んでいる。 In addition, the service information includes information (“deterioration level of engine oil is“ 2 ””) indicating the consumption level (degradation level) of the consumables.
 その後、車両20がディーラ50に入庫し、当該消耗品(エンジンオイル)の交換が完了すると、ディーラ50の作業者は、車両20が保持している前回のエンジンオイルの交換タイミングをリセットし、交換記録(交換日、グレードなど)を、端末装置55を用いて入力する(S120)。入力された交換記録は、顧客DB200に反映される。 Thereafter, when the vehicle 20 enters the dealer 50 and the replacement of the consumables (engine oil) is completed, the operator of the dealer 50 resets and replaces the previous engine oil replacement timing held by the vehicle 20. Records (exchange date, grade, etc.) are input using the terminal device 55 (S120). The input exchange record is reflected in the customer DB 200.
 また、ディーラ50の作業者は、ユーザ30の属性、具体的には、価格センシティビティ及びロイヤルティを入力してもよい。或いは、ユーザ30の属性は、入庫日、選択した消耗品のグレード、過去の交換記録などから、自動または半自動で入力されるようにしてもよい。 Further, the worker of the dealer 50 may input the attributes of the user 30, specifically, price sensitivity and loyalty. Alternatively, the attributes of the user 30 may be input automatically or semi-automatically from the date of receipt, the grade of the selected consumable, the past replacement record, and the like.
 さらに、サービス情報通知システム100は、ディーラ50への来店頻度の低いユーザに対しては、標準交換タイミングtsを交換タイミングt1に早めるようにしてもよい。 Further, the service information notification system 100 may advance the standard replacement timing ts to the replacement timing t1 for users who visit the dealer 50 at a low frequency.
 また、ディーラ50において車両20を点検した場合、消耗品の消耗状態(例えば、ブレーキパッド、タイヤの溝残量)に基づいて車両の使い方をランク分けし、使用状況がシビアと想定されるユーザに対しても、標準交換タイミングtsを交換タイミングt1に早めるようにしてもよい。 In addition, when the vehicle 20 is inspected by the dealer 50, the usage of the vehicle is ranked based on the consumption state of the consumables (for example, the brake pad, the remaining groove of the tire), and the usage situation is assumed to be severe. In contrast, the standard replacement timing ts may be advanced to the replacement timing t1.
 また、サービス情報通知システム100は、ディーラ50だけでなく、ディーラ50の周辺に存在する他のディーラにもサービス情報(または発行通知)を送信するようにしてもよい。
 (2)次回交換タイミングの補正動作
Further, the service information notification system 100 may transmit the service information (or issue notification) not only to the dealer 50 but also to other dealers existing around the dealer 50.
(2) Next replacement timing correction operation
 次に、図5~図7を参照して、消耗品の次回交換タイミングの補正動作について説明する。具体的には、エンジンオイル、バッテリ及びタイヤの次回交換タイミングの補正動作について説明する。図5~図7は、エンジンオイル、バッテリ及びタイヤの次回交換タイミングの補正動作フローについてそれぞれ示す。 Next, the correction operation for the next replacement timing of the consumables will be described with reference to FIGS. Specifically, the correction operation for the next replacement timing of the engine oil, the battery, and the tire will be described. FIGS. 5 to 7 respectively show the operation flow for correcting the next replacement timing of the engine oil, the battery, and the tire.
 なお、図5~図7に示す動作フローは、何れも図4に示した次回交換タイミングの予測処理(S35)のサブフローとして実行されるものであり、必ずしも必須ではない。
 (2.1)エンジンオイル
The operation flows shown in FIGS. 5 to 7 are all executed as a subflow of the next replacement timing prediction process (S35) shown in FIG. 4, and are not necessarily essential.
(2.1) Engine oil
 図5は、エンジンオイルの次回交換タイミングの補正動作フローを示す。図5に示すように、サービス情報通知システム100は、ブローバイガス中の炭化水素(HC)の発生量を取得する(S210)。車両20は、エンジンのクランクケース内のブローバイガスに含まれるHCを検出する検出器を備える。また、車両20は、発生するブローバイガス量(排ガス量)を、エンジン(冷却水)の水温、回転数及び充填効率に基づいて推定する。 FIG. 5 shows a correction operation flow for the next replacement timing of the engine oil. As shown in FIG. 5, the service information notification system 100 acquires the generation amount of hydrocarbons (HC) in blow-by gas (S210). The vehicle 20 includes a detector that detects HC contained in blow-by gas in the crankcase of the engine. Further, the vehicle 20 estimates the amount of blow-by gas generated (exhaust gas amount) based on the water temperature, the rotational speed, and the charging efficiency of the engine (cooling water).
 サービス情報通知システム100は、エンジンオイルの標準交換タイミングts(図8参照)を予測する(S220)。当該予測方法は、上述したとおりである。 The service information notification system 100 predicts a standard engine oil replacement timing ts (see FIG. 8) (S220). The prediction method is as described above.
 サービス情報通知システム100は、エンジンオイルに添加された添加剤の有無、及び添加剤の種類を取得する(S230)。添加剤の有無及び種類は、上述したように、消耗品の「グレード」に該当する。 The service information notification system 100 acquires the presence / absence of the additive added to the engine oil and the type of the additive (S230). The presence / absence and type of the additive correspond to the “grade” of the consumable as described above.
 サービス情報通知システム100は、車両20の「使用状況」を取得する(S240)。ここでは、サービス情報通知システム100は、車両20が主に走行する地域及び気温の情報を取得する。また、サービス情報通知システム100は、車両20の加速G・減速Gなどを取得してもよい。上述したように、地域及び気温の情報は、顧客DB200から取得されてもよいし、ネットワーククラウド60上のサービス経由で取得されてもよい。 The service information notification system 100 acquires the “usage status” of the vehicle 20 (S240). Here, the service information notification system 100 acquires information on the region where the vehicle 20 mainly travels and the temperature. Further, the service information notification system 100 may acquire acceleration G, deceleration G, and the like of the vehicle 20. As described above, the area and temperature information may be acquired from the customer DB 200 or may be acquired via a service on the network cloud 60.
 サービス情報通知システム100は、添加剤の有無及び種類と、車両20の使用状況に基づいて、標準交換タイミングtsを補正する(S250)。 The service information notification system 100 corrects the standard replacement timing ts based on the presence / absence and type of the additive and the usage status of the vehicle 20 (S250).
 具体的には、上述したように、サービス情報通知システム100は、消耗品の「グレード」または「使用状況」に基づいて、標準交換タイミングtsを交換タイミングt1に早めたり、交換タイミングt2に遅らせたりする。 Specifically, as described above, the service information notification system 100 may advance the standard replacement timing ts to the replacement timing t1 or delay the replacement timing t2 based on the “grade” or “usage status” of the consumables. To do.
 なお、上述した例以外には、車両20が、道路の勾配が大きく登坂路が多い地域、積雪が多い地域を走行する場合、標準交換タイミングtsを交換タイミングt1に早めてもよい。また、車両20の加速G・減速Gに基づいて、車両20のエンジンが高負荷状態になり易いと判定された場合には、グレードに関わらず、標準交換タイミングtsを交換タイミングt1に早めてもよい。 In addition to the above-described example, when the vehicle 20 travels in an area where the road gradient is large and there are many uphill roads or an area where there is a lot of snow, the standard replacement timing ts may be advanced to the replacement timing t1. Further, if it is determined that the engine of the vehicle 20 is likely to be in a high load state based on the acceleration G / deceleration G of the vehicle 20, the standard replacement timing ts may be advanced to the replacement timing t1 regardless of the grade. Good.
 サービス情報通知システム100は、このように補正された交換タイミングをエンジンオイルの次回交換タイミングとして設定し、処理を終了する。
 (2.2)バッテリ
The service information notification system 100 sets the replacement timing corrected in this way as the next replacement timing of the engine oil, and ends the processing.
(2.2) Battery
 図6は、図5と類似したフローであるため、以下、図5と異なる部分について主に説明する。図6に示すように、サービス情報通知システム100は、車両20に備えられているバッテリの内部抵抗(SoH)を取得する(S310)。車両20は、バッテリの内部抵抗を測定する測定回路を備える。また、車両20は、バッテリの充放電回数を記録することができる。 Since FIG. 6 is a flow similar to FIG. 5, the following description will mainly focus on the differences from FIG. As shown in FIG. 6, the service information notification system 100 acquires the internal resistance (SoH) of the battery provided in the vehicle 20 (S310). The vehicle 20 includes a measurement circuit that measures the internal resistance of the battery. Further, the vehicle 20 can record the number of times the battery is charged and discharged.
 サービス情報通知システム100は、バッテリの標準交換タイミングtsを予測し、バッテリの種類を取得する(S320,S330)。なお、サービス情報通知システム100は、バッテリの容量(Ah)や等級などをさらに取得してもよい。 The service information notification system 100 predicts the standard replacement timing ts of the battery and acquires the battery type (S320, S330). Note that the service information notification system 100 may further acquire the battery capacity (Ah), the grade, and the like.
 また、ここでは、サービス情報通知システム100は、バッテリの充放電回数、車両20が主に走行する地域及び気温の情報を車両20の使用状況として取得する(S340)。 In addition, here, the service information notification system 100 acquires information on the number of times the battery is charged / discharged, the area where the vehicle 20 mainly travels, and the temperature as the usage status of the vehicle 20 (S340).
 サービス情報通知システム100は、バッテリの種類と、車両20の使用状況に基づいて、標準交換タイミングtsを補正する(S350)。 The service information notification system 100 corrects the standard replacement timing ts based on the type of battery and the usage status of the vehicle 20 (S350).
 なお、上述した例以外には、車両20が、エンジン停止状態(イグニッションスイッチのオフ状態)においてアクセサリ(ACC)の使用電力が高い場合、標準交換タイミングtsを交換タイミングt1に早めてもよい。また、バッテリの充放電回数がバッテリのライフタイムに大きな影響があることを考慮し、バッテリの充放電回数が所定値を超えた場合には、バッテリの種類に関わらず、標準交換タイミングtsを交換タイミングt1に早めてもよい。
 (2.3)タイヤ
In addition to the example described above, when the power used by the accessory (ACC) is high when the vehicle 20 is in the engine stop state (ignition switch off state), the standard replacement timing ts may be advanced to the replacement timing t1. In addition, considering that the number of times the battery is charged and discharged has a significant effect on the battery life, if the number of times the battery is charged or discharged exceeds a predetermined value, the standard replacement timing ts is replaced regardless of the type of battery. It may be advanced to timing t1.
(2.3) Tire
 図7も図5と類似したフローであるため、以下、図5と異なる部分について主に説明する。図7に示すように、サービス情報通知システム100は、車両20に備えられているタイヤ(4輪分)のスリップ率を取得する(S410)。車両20は、駆動輪(例えば、前輪)と、従動輪(後輪)との回転差を検出する検出回路を備える。また、車両20は、発生する加速G・減速G、積載重量及び操舵量を検出することができる。 Since FIG. 7 is also a flow similar to FIG. 5, the following description will mainly focus on the differences from FIG. As illustrated in FIG. 7, the service information notification system 100 acquires the slip rate of tires (for four wheels) provided in the vehicle 20 (S410). The vehicle 20 includes a detection circuit that detects a rotational difference between driving wheels (for example, front wheels) and driven wheels (rear wheels). Further, the vehicle 20 can detect the generated acceleration G / deceleration G, the loaded weight, and the steering amount.
 サービス情報通知システム100は、タイヤの標準交換タイミングtsを予測し、タイヤの種類を取得する(S420,S430)。なお、サービス情報通知システム100は、タイヤサイズ(トレッド幅、偏平率及びタイヤ径)をさらに取得してもよい。 The service information notification system 100 predicts the tire standard replacement timing ts, and acquires the tire type (S420, S430). The service information notification system 100 may further acquire a tire size (tread width, flatness ratio, and tire diameter).
 また、ここでは、サービス情報通知システム100は、車両20が発生する加速G・減速G、車両20への積載重量、車両20が主に走行する地域における日射量を車両20の使用状況として取得する(S440)。 Further, here, the service information notification system 100 acquires the acceleration G / deceleration G generated by the vehicle 20, the loaded weight on the vehicle 20, and the amount of solar radiation in the area where the vehicle 20 mainly travels as the usage status of the vehicle 20. (S440).
 サービス情報通知システム100は、タイヤの種類と、車両20の使用状況に基づいて、標準交換タイミングtsを補正する(S450)。 The service information notification system 100 corrects the standard replacement timing ts based on the type of tire and the usage status of the vehicle 20 (S450).
 なお、車両20の加速G・減速G、操舵量及び積載重量などに基づいて、車両20に装着されているタイヤに所定値以上の負荷が恒常的に掛かっていると判定された場合には、タイヤの種類などに関わらず、標準交換タイミングtsを交換タイミングt1に早めてもよい。 If it is determined that a load greater than or equal to a predetermined value is constantly applied to the tire mounted on the vehicle 20 based on the acceleration G / deceleration G of the vehicle 20, the steering amount, the loaded weight, and the like, Regardless of the type of tire or the like, the standard replacement timing ts may be advanced to the replacement timing t1.
 上述した実施形態によれば、以下の作用効果が得られる。 According to the embodiment described above, the following operational effects can be obtained.
 サービス情報通知システム100によれば、車両20から繰り返し取得した消耗状態データに基づいて、当該消耗品の次回交換タイミングが予測される。さらに、予測された次回交換タイミングに合わせて、サービス情報に対する必要度が所定値を超えるユーザと対応付けられている所定の宛先(例えば、端末装置35)に対して、当該サービス情報が通知される。 According to the service information notification system 100, the next replacement timing of the consumable item is predicted based on the consumption state data repeatedly acquired from the vehicle 20. Further, in accordance with the predicted next replacement timing, the service information is notified to a predetermined destination (for example, the terminal device 35) associated with a user whose necessity for the service information exceeds a predetermined value. .
 このため、当該消耗品の前回の交換タイミングを用いることなく、次回交換タイミングを予測するこができる。また、サービス情報を必要度が高いユーザに対して選択的にサービス情報を通知することができる。これにより、個々のユーザに対して、より適切なタイミングに消耗品の交換を推奨できる。このようなサービス情報の通知は、結果的に消耗品のタイムリーな交換に貢献し、車両20の良好な状態の維持、及び安全性の向上に寄与し得る。 Therefore, the next replacement timing can be predicted without using the previous replacement timing of the consumable. In addition, service information can be selectively notified to a user who needs a high degree of service information. As a result, it is possible to recommend replacement of consumables at a more appropriate timing for each user. Such notification of service information can contribute to timely replacement of consumables, and can contribute to maintaining the good state of the vehicle 20 and improving safety.
 また、サービス情報を必要度が低いユーザに対しては、サービス情報の通知が抑制されるため、システムや通信ネットワークのリソースの浪費を防止し得る。また、当該ユーザが当該サービス情報を煩わしいと感じることも回避できる。 Also, for users who do not need service information, notification of service information is suppressed, so that waste of resources of the system and communication network can be prevented. It is also possible to avoid that the user feels troublesome about the service information.
 さらに、サービス情報通知システム100によれば、個々のユーザに対して、より適切なタイミングに消耗品の交換を推奨できるため、当該サービス情報を受信したユーザが、ディーラ50において消耗品を交換する機会を増大し得る。 Furthermore, according to the service information notification system 100, it is possible to recommend replacement of consumables at a more appropriate timing for each user. Therefore, the user who has received the service information has an opportunity to replace consumables at the dealer 50. Can be increased.
 本実施形態では、サービス情報通知システム100は、車両20から取得した消耗状態データに基づいて標準交換タイミングtsを予測し、関連データ(消耗品のグレード及び車両20の使用状況)を用いて、標準交換タイミングtsを交換タイミングt1(早める場合)または交換タイミングt2(遅らせる場合)に補正できる(図8参照)。これにより、実際の消耗品の消耗状態(劣化状態)に応じた、より正確な消耗品の次回交換タイミングを設定できる。 In the present embodiment, the service information notification system 100 predicts the standard replacement timing ts based on the consumption state data acquired from the vehicle 20, and uses the related data (consumable grade and usage status of the vehicle 20) to The exchange timing ts can be corrected to the exchange timing t1 (when advanced) or the exchange timing t2 (when delayed) (see FIG. 8). Thereby, it is possible to set the more accurate next replacement timing of the consumables according to the actual consumption state (degradation state) of the consumables.
また、ユーザに対して、さらに適切なタイミングに消耗品の交換を推奨できるため、当該ユーザに対する消耗品の交換の訴求力を高める。 In addition, since it is possible to recommend replacement of consumables at a more appropriate timing for the user, the appeal of replacement of consumables to the user is enhanced.
 本実施形態では、サービス情報通知システム100は、消耗品が交換されたことを示す交換済データを取得した場合、サービス情報の通知を中止する。これにより、実際には必要のないサービス情報が通知されることを防止でき、ユーザが煩わしさを感じることもない。また、これにより、システムや通信ネットワークのリソースの浪費を防止し得る。 In the present embodiment, the service information notification system 100 stops the notification of service information when acquiring replacement data indicating that the consumable has been replaced. Thereby, it is possible to prevent notification of service information that is not actually required, and the user does not feel bothered. This can also prevent waste of system and communication network resources.
 本実施形態では、サービス情報通知システム100は、サービス情報に対する必要度が、ユーザの消耗品に対する価格センシティビティの高さと、車両20のメーカーまたはディーラに対するロイヤルティの高さとの組合せに基づく所定のクラスに属するユーザを対象として、サービス情報を通知することができる。これにより、ユーザを細かくセグメント化することができ、特定のクラスに属するユーザに対して、より適切なタイミングにおいてサービス情報を通知することができる。また、これにより、有効性が低いサービス情報の送信を回避できるため、システムや通信ネットワークのリソースの浪費を防止し得る。 In the present embodiment, the service information notification system 100 has a predetermined class based on a combination of a high price sensitivity for the user's consumables and a high royalty for the manufacturer or dealer of the vehicle 20. The service information can be notified to users belonging to. As a result, users can be segmented finely, and service information can be notified to users belonging to a specific class at a more appropriate timing. In addition, this makes it possible to avoid transmission of service information with low effectiveness, thereby preventing waste of resources of the system and communication network.
 本実施形態では、サービス情報通知システム100は、ディーラ50への来店頻度の低いユーザに対しては、標準交換タイミングtsを交換タイミングt1に早めることができる。これにより、ディーラ50以外の場所(カー用品店など)において消耗品が交換される前に、ユーザにサービス情報を通知し得る。また、これにより、当該消耗品の早期交換が促進され、車両20の良好な状態の維持、及び安全性の向上に寄与し得る。 In this embodiment, the service information notification system 100 can advance the standard replacement timing ts to the replacement timing t1 for a user who visits the dealer 50 at a low frequency. Accordingly, the service information can be notified to the user before the consumables are replaced in a place other than the dealer 50 (such as a car supply store). This also facilitates early replacement of the consumables, which can contribute to maintaining a good state of the vehicle 20 and improving safety.
 本実施形態では、サービス情報通知システム100は、使用状況がシビアと想定されるユーザに対しても、標準交換タイミングtsを交換タイミングt1に早めることができる。これにより、消耗品が使用限界を超える前に確実にサービス情報を通知し得る。また、これにより、使用限界を超える前に当該消耗品が交換され得るため、車両20の良好な状態の維持、及び安全性の向上に寄与し得る。 In this embodiment, the service information notification system 100 can advance the standard replacement timing ts to the replacement timing t1 even for a user whose usage is assumed to be severe. Accordingly, the service information can be reliably notified before the consumable exceeds the use limit. Moreover, since the said consumable can be replaced | exchanged before exceeding a use limit by this, it can contribute to the maintenance of the favorable state of the vehicle 20, and the improvement of safety | security.
 本実施形態では、サービス情報通知システム100は、ディーラ50だけでなく、ディーラ50の周辺に存在する他のディーラにもサービス情報(または発行通知)を送信することができる。これにより、ディーラ50の周辺に存在する他のディーラも、当該ユーザに対してサービス情報(クーポンを含む)を通知することができ、当該ユーザは、複数のディーラのサービスを比較できる。また、これにより、複数のディーラに関するサービス情報を纏めて送信できるため、システムや通信ネットワークのリソースの浪費を防止し得る。 In this embodiment, the service information notification system 100 can transmit service information (or issue notification) not only to the dealer 50 but also to other dealers existing around the dealer 50. Accordingly, other dealers existing around the dealer 50 can also notify the user of service information (including coupons), and the user can compare the services of a plurality of dealers. This also allows service information related to a plurality of dealers to be transmitted together, thereby preventing waste of system and communication network resources.
 本実施形態では、サービス情報通知システム100は、インフォティメントシステム25にサービス情報を通知することができる。これにより、ディーラ50以外(カー用品店)からのサービス情報(クーポン)と明確に区別して、ユーザにサービス情報の内容を知らしめることができる。また、これにより、インフォティメントシステム25及び端末装置35への重複したサービス情報の送信が回避できるため、システムや通信ネットワークのリソースの浪費を防止し得る。 In the present embodiment, the service information notification system 100 can notify the infotainment system 25 of service information. Accordingly, it is possible to clearly distinguish the service information from the service information (coupon) from other than the dealer 50 (car accessory store) and to let the user know the contents of the service information. In addition, this can avoid the redundant transmission of service information to the infotainment system 25 and the terminal device 35, thereby preventing waste of resources of the system and communication network.
 (その他の実施形態) (Other embodiments)
 以上、実施例に沿って本発明の内容を説明したが、本発明はこれらの記載に限定されるものではなく、種々の変形及び改良が可能であることは、当業者には自明である。 As mentioned above, although the content of the present invention has been described according to the embodiments, the present invention is not limited to these descriptions, and it is obvious to those skilled in the art that various modifications and improvements are possible.
 例えば、上述した実施形態では、ユーザ30のサービス情報に対する必要度は、サービス情報に対する必要度が、ユーザの消耗品に対する価格センシティビティの高さと、車両20のメーカーまたはディーラに対するロイヤルティの高さとの組合せに基づくクラスであったが、当該必要度は、単純な複数のレベル(1~5など)でもよい。 For example, in the above-described embodiment, the necessity for the service information of the user 30 is determined by the necessity for the service information, that is, the price sensitivity for the user's consumables and the royalty for the manufacturer or dealer of the vehicle 20. Although the class is based on a combination, the degree of necessity may be a plurality of simple levels (1 to 5 or the like).
 上述した実施形態では、サービス情報通知システム100の機能ブロックが複数のハードウェア(サーバコンピュータ)に分散して配置され得るものとして説明したが、サービス情報通知システム100によって提供される機能ブロック(図3参照)は、単体のハードウェア上で実現される装置であっても構わない。さらに、この場合、サービス情報通知システム100の機能の一部または全部は、車両20のハードウェアで実現されても構わない。 In the embodiment described above, the functional blocks of the service information notification system 100 have been described as being able to be distributed and arranged in a plurality of hardware (server computers). However, the functional blocks provided by the service information notification system 100 (FIG. 3). (See) may be an apparatus realized on a single piece of hardware. Furthermore, in this case, part or all of the functions of the service information notification system 100 may be realized by hardware of the vehicle 20.
 また、サービス情報通知システム100の各機能は、コンピュータプログラム、或いは当該コンピュータプログラムが記憶された媒体として提供されても構わない。 Further, each function of the service information notification system 100 may be provided as a computer program or a medium storing the computer program.
 上述したように、車両20は、電気自動車でもよいが、その場合、エンジンオイルに関するサービス情報の通知は適用されない。 As described above, the vehicle 20 may be an electric vehicle, but in that case, notification of service information related to engine oil is not applied.
 上記のように、本発明の実施形態を記載したが、この開示の一部をなす論述及び図面はこの発明を限定するものであると理解すべきではない。この開示から当業者には様々な代替実施の形態、実施例及び運用技術が明らかとなろう。 As described above, the embodiments of the present invention have been described. However, it should not be understood that the descriptions and drawings constituting a part of this disclosure limit the present invention. From this disclosure, various alternative embodiments, examples and operational techniques will be apparent to those skilled in the art.
 10 車両管理ネットワーク
 20 車両
 21 通信部
 23 消耗状態測定部
 24 車両使用状況取得部
 25 インフォティメントシステム
 30 ユーザ
 35 端末装置
 50 ディーラ
 55 端末装置
 60 ネットワーククラウド
 100 サービス情報通知システム
 110 消耗状態データ取得部
 120 ユーザデータ取得部
 130 関連データ取得部
 140 交換タイミング予測部
 150 通知部
 200 顧客DB
DESCRIPTION OF SYMBOLS 10 Vehicle management network 20 Vehicle 21 Communication part 23 Consumption state measurement part 24 Vehicle use condition acquisition part 25 Infotainment system 30 User 35 Terminal device 50 Dealer 55 Terminal device 60 Network cloud 100 Service information notification system 110 Consumption state data acquisition part 120 User data acquisition unit 130 Related data acquisition unit 140 Exchange timing prediction unit 150 Notification unit 200 Customer DB

Claims (8)

  1.  プロセッサとメモリとを少なくとも含み、車両において用いられる消耗品の交換を推奨するサービス情報を通知するサービス情報通知システムであって、
     前記プロセッサは、
     前記消耗品の消耗状態を示す消耗状態データを前記車両から取得し、前記メモリに保持させる消耗状態データ取得部と、
     前記消耗状態データに基づいて、前記消耗品の次回交換タイミングを予測する交換タイミング予測部と、
     前記車両と対応付けられたユーザの前記サービス情報に対する必要度を含むユーザデータを取得し、前記メモリに保持させるユーザデータ取得部と、
     前記次回交換タイミングに合わせて、前記必要度が所定値を超えるユーザと対応付けられている所定の宛先に対して前記サービス情報を通知する通知部と
    を構成するサービス情報通知システム。
    A service information notification system that includes at least a processor and a memory and notifies service information that recommends replacement of consumables used in a vehicle,
    The processor is
    A consumption state data acquisition unit that acquires consumption state data indicating a consumption state of the consumables from the vehicle and stores the data in the memory;
    An exchange timing prediction unit for predicting the next exchange timing of the consumables based on the consumption state data;
    A user data acquisition unit that acquires user data including a degree of necessity for the service information of a user associated with the vehicle, and stores the user data in the memory;
    A service information notification system that configures a notification unit that notifies the service information to a predetermined destination associated with a user whose degree of necessity exceeds a predetermined value in accordance with the next replacement timing.
  2.  前記プロセッサは、前記車両において現在用いられている前記消耗品のグレード及び前記車両の使用状況の少なくとも何れかを示す関連データを取得し、前記メモリに保持させる関連データ取得部を構成し、
     前記交換タイミング予測部は、
     前記消耗状態データに基づいて、前記消耗品の次回交換タイミングの標準である標準交換タイミングを予測し、
     前記関連データ取得部によって取得された前記関連データを用いて、前記標準交換タイミングを補正する請求項1に記載のサービス情報通知システム。
    The processor acquires related data indicating at least one of the grade of the consumables currently used in the vehicle and the usage status of the vehicle, and configures a related data acquisition unit to be stored in the memory,
    The replacement timing prediction unit
    Based on the consumption state data, predict a standard replacement timing that is a standard for the next replacement timing of the consumables,
    The service information notification system according to claim 1, wherein the standard exchange timing is corrected using the related data acquired by the related data acquisition unit.
  3.  前記交換タイミング予測部は、前記グレードが所定値を超える前記消耗品の次回交換タイミングを前記標準交換タイミングよりも遅らせる請求項2に記載のサービス情報通知システム。 The service information notification system according to claim 2, wherein the replacement timing prediction unit delays the next replacement timing of the consumables whose grade exceeds a predetermined value from the standard replacement timing.
  4.  前記交換タイミング予測部は、前記使用状況が所定条件を超える場合、前記消耗品の次回交換タイミングを前記標準交換タイミングよりも早める請求項2に記載のサービス情報通知システム。 3. The service information notification system according to claim 2, wherein the replacement timing prediction unit makes the next replacement timing of the consumables earlier than the standard replacement timing when the usage state exceeds a predetermined condition.
  5.  前記通知部は、前記必要度が所定値以下のユーザと対応付けられている所定の宛先に対して、前記標準交換タイミングよりも早いタイミングにおいて、前記サービス情報を通知する請求項2に記載のサービス情報通知システム。 The service according to claim 2, wherein the notification unit notifies the service information to a predetermined destination associated with a user whose degree of necessity is equal to or less than a predetermined value at a timing earlier than the standard exchange timing. Information notification system.
  6.  前記消耗状態データ取得部は、前記消耗品が交換されたことを示す交換済データを取得し、前記メモリに保持させ、
     前記通知部は、前記消耗状態データ取得部が前記交換済データを取得した場合、前記サービス情報の通知を中止する請求項1に記載のサービス情報通知システム。
    The consumption state data acquisition unit acquires replacement data indicating that the consumable has been replaced, and stores the replacement data in the memory.
    The service information notification system according to claim 1, wherein the notification unit stops the notification of the service information when the consumption state data acquisition unit acquires the replaced data.
  7.  前記必要度は、前記消耗品の交換コストに対するセンシティビティと、前記車両のメーカーまたはディーラに対するロイヤルティとを含み、
     前記通知部は、前記センシティビティの高さと、前記ロイヤルティの高さとの組合せに基づく所定のクラスに属するユーザを対象として、前記サービス情報を通知する請求項1に記載のサービス情報通知システム。
    The degree of necessity includes sensitivity to the replacement cost of the consumables, and loyalty to the manufacturer or dealer of the vehicle,
    The service information notification system according to claim 1, wherein the notification unit notifies the service information to users belonging to a predetermined class based on a combination of the height of the sensitivity and the height of the royalty.
  8.  車両において用いられる消耗品の交換を推奨するサービス情報を通知するサービス情報通知システムにおいて用いられるデータ構造であって、
     交換が推奨される前記消耗品の名称データと、
     前記消耗品の消耗程度を示す消耗度データと
    を含み、
     前記サービス情報通知システムが、前記車両から取得された前記消耗品の消耗状態を示す消耗状態データに基づいて前記消耗品の次回交換タイミングを予測し、前記次回交換タイミングに合わせて、前記車両と対応付けられたユーザの前記サービス情報に対する必要度が所定値を超えるユーザと対応付けられている所定の宛先に対して前記サービス情報を通知する
    処理に用いられるデータ構造。
    A data structure used in a service information notification system for notifying service information recommending replacement of consumables used in a vehicle,
    Name data of the consumables recommended for replacement;
    Consumption level data indicating the consumption level of the consumables,
    The service information notification system predicts the next replacement timing of the consumable item based on the consumption state data indicating the consumption state of the consumable item acquired from the vehicle, and corresponds to the vehicle according to the next replacement timing. The data structure used for the process which notifies the said service information with respect to the predetermined | prescribed destination matched with the user in which the necessity degree with respect to the said user's attached user exceeds a predetermined value.
PCT/IB2018/000388 2018-03-21 2018-03-21 Service information notification system, and data structure used in service information notification system WO2019180474A1 (en)

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