The present disclosure relates to an information processing device and an information processing method.
A technique for determining an operation schedule of an autonomous driving vehicle based on schedule information of a plurality of users and attribute information indicating a mutual relationship of at least a part of the users is known (see, for example, WO 2018/230646).
An object of the present disclosure is to provide appropriate vehicle dispatch.
An aspect of the present disclosure provides an information processing device including a control unit that executes,
An aspect of the present disclosure provides an information processing method that executes operations including,
Another aspect of the present disclosure provides a program for causing a computer to execute a process in the above information processing method, or a storage medium that non-temporarily stores the program.
According to the present disclosure, appropriate vehicle dispatch can be provided.
Features, advantages, and technical and industrial significance of exemplary embodiments of the disclosure will be described below with reference to the accompanying drawings, in which like signs denote like elements, and wherein:
An information processing device that is one of the aspects of the present disclosure includes a control unit. When the control unit assigns, to each of multiple routes, any of multiple vehicles that is able to travel with a drive source of at least one of an electric motor and an internal combustion engine, categories of the vehicles being different from each other, the control unit executes determining, based on a cost or an environmental load when the vehicles are caused to travel on the routes with the electric motor and a cost or an environmental load when the vehicles are caused to travel on the routes with the internal combustion engine, a combination of the vehicles and the routes.
The vehicle may move autonomously or may be moved by being driven by a driver. The vehicle includes, for example, a battery electric vehicle (BEV), a plug-in hybrid electric vehicle (PHEV), a hybrid electric vehicle (HEV), a fuel cell electric vehicle (FCEV), an vehicle capable of traveling only with an internal combustion engine (an internal combustion engine vehicle), and the like. These vehicles are different categories of vehicles. In these vehicles, costs or environmental loads are different even when these vehicles travel on the same road at the same speed. For example, in a region where the cost of fuel for an internal combustion engine is relatively low, the cost for causing a vehicle to travel by actively using the internal combustion engine may be lower. On the other hand, in a region where the cost for electric energy is relatively low, the cost for causing a vehicle to travel by actively using the electric motor may be lower.
In business establishment that manages multiple vehicles, for example, when the fuel fee is relatively low, the cost of the entire system can be reduced by preferentially dispatching the internal combustion engine vehicle. Similarly, for example, when the electric power fee is relatively low, the cost of the entire system can be reduced by preferentially dispatching the BEV. Then, the control unit determines, based on the cost or the environmental load when the vehicles are caused to travel with the electric motor and the cost or then environmental load when the vehicles are caused to travel with the internal combustion engine, a combination of the vehicles and the routes.
The cost may be, for example, a fee paid by a user to cause the vehicle to travel. Further, the environmental load may be the amount of CO2 emitted to cause the vehicle to travel. For example, the control unit may determine a vehicle corresponding to each of the routes such that the fee paid by the user for causing the vehicles to travel on all the routes is lower, and the control unit may determine a vehicle corresponding to each of the routes such that the amount of CO2 emitted to cause the vehicles travel on all the routes is further reduced.
By dispatching the vehicle such that the cost or the environmental load is further reduced, the control unit can reduce the fee paid by the user and the amount of CO2 emitted to cause the vehicle to travel. The CO2 emission amount may be calculated on a well-to-wheel basis (well-to wheel: from an oil field to driving a tire). Here, when the vehicle is traveling with the electric motor, CO2 is not emitted from the vehicle. However, CO2 may be emitted when the electric power consumed by the vehicle is generated at a power plant. The CO2 emission amount at the power plant varies depending on a power generation method. Therefore, even when the vehicle travels under the same travel conditions, the CO2 emission amount on the well-to-wheel basis is different depending on the region or time, for example. By dispatching the vehicle such that the CO2 emission amount on the well-to-wheel basis is further reduced, the CO2 emission amount in the region can be reduced.
The routes are not limited to predetermined routes, and may be generated so as to pass through the positions of users who rideshare in a case of rideshare, for example.
Hereinafter, embodiments of the present disclosure will be described with reference to the drawings. The configurations of the following embodiments are illustrative, and the present disclosure is not limited to the configurations of the embodiments. Further, the following embodiments can be combined as much as possible.
The vehicle 10 includes, for example, a BEV 10A, a PHEV 10B, an HEV 10C, and an internal combustion engine vehicle 10D. The BEV 10A is a vehicle including only an electric motor described below as a drive source. The PHEV 10B is a hybrid electric vehicle capable of charging a battery from a commercial power source, and is a vehicle including an electric motor and an internal combustion engine as a drive source. The HEV 10C is a hybrid electric vehicle incapable of charging a battery from a commercial power source, and is a vehicle including an electric motor and an internal combustion engine as a drive source. Each of the BEV 10A, the PHEV 10B, and the HEV 10C can also charge the battery by regeneration during deceleration. Further, the internal combustion engine vehicle 10D is a vehicle including only an internal combustion engine as a drive source.
Although four categories of vehicles 10 are shown in
The user terminal 40 is, for example, a terminal owned by a user who uses rideshare or a taxi. The user sends, to the server 30, a request to use the rideshare or the taxi by using the user terminal 40. When the server 30 receives, from the user, the request to use the rideshare or the taxi, the server 30 selects a vehicle 10 and generates a route.
The vehicle 10, the server 30, and the user terminal 40 are connected to each other by a network N1. The network N1 is, for example, a world-wide public communication network such as the Internet, and a wide area network (WAN) or other communication networks may be adopted. In addition, the network N1 may include a telephone communication network such as a mobile phone network or a wireless communication network such as Wi-Fi (registered trademark).
Hereinafter, detailed hardware configurations of the vehicle 10, the server 30, and the user terminal 40 will be described with reference to
The vehicle 10 includes an ECU 50, a communication unit 14, a position information sensor 15, an environment information sensor 16, an electric motor 17, a battery 18, an internal combustion engine 19, and a power inlet 20. Hereinafter, it is assumed that the vehicle 10 is a vehicle capable of autonomous traveling.
The ECU 50 has a computer configuration. The ECU 50 drives each control component to control the vehicle 10 based on an output signal, etc. input from various sensors. The ECU 50 includes a processor 11, a main storage unit 12, and an auxiliary storage unit 13. The components are connected to each other by a bus.
The processor 11 is a central processing unit (CPU), a digital signal processor (DSP), or the like. The processor 11 controls the vehicle 10 and performs various information processing calculations. The main storage unit 12 is a random access memory (RAM), a read-only memory (ROM), or the like. The auxiliary storage unit 13 is an erasable programmable ROM (EPROM), a hard disk drive (HDD), a removable medium, or the like. The auxiliary storage unit 13 stores an operating system (OS), various kinds of programs, various kinds of tables, and the like. The processor 11 loads the program stored in the auxiliary storage unit 13 into the work area of the main storage unit 12 and executes the program. Through execution of the program, each component is controlled. As a result, the ECU 50 realizes the function that matches the predetermined purpose. The main storage unit 12 and the auxiliary storage unit 13 are computer-readable recording media. The information stored in the auxiliary storage unit 13 may be stored in the main storage unit 12. Further, the information stored in the main storage unit 12 may be stored in the auxiliary storage unit 13.
The communication unit 14 is means for communicating with the server 30 via the network N1. The communication unit 14 is a circuit for communicating with other devices (for example, the server 30) via the network N1 using wireless communication network such as a mobile communication service (for example, a telephone communication network such as the fifth generation (5G), the fourth generation (4G), the third generation (3G), and long term evolution (LTE)), Wi-Fi (registered trademark), Bluetooth (registered trademark), and the like.
The position information sensor 15 acquires position information (for example, latitude and longitude) of the vehicle 10 at a predetermined cycle. The position information sensor 15 is, for example, a global positioning system (GPS) receiving unit, a wireless communication unit, or the like. The information acquired by the position information sensor 15 is recorded in, for example, the auxiliary storage unit 13 or the like and transmitted to the server 30.
The environment information sensor 16 is means for sensing the state of the vehicle 10 or sensing the periphery of the vehicle 10. Examples of the sensor for sensing the state of the vehicle 10 include a gyroscope sensor, an acceleration sensor, or an azimuth sensor. Examples of the sensor for sensing the periphery of the vehicle 10 include a stereo camera, a laser scanner, a light detection and ranging (LIDAR), a radar, or the like.
The electric motor 17 is, for example, a three-phase alternating current synchronous motor generator. The electric motor 17 has a function as an electric motor that drives the vehicle 10 by receiving electric power supplied from the battery 18. Further, the electric motor 17 can assist the output of the internal combustion engine 19 as needed. Further, the electric motor 17 can generate power by using the energy generated from the internal combustion engine 19, or can generate power by regeneration when the vehicle 10 is decelerated. As a result, the battery 18 can be charged. As another method, in addition to the electric motor 17 that drives the vehicle 10, a generator that generates power by regeneration may be separately provided. The electric motor 17 is mounted on each of the BEV 10A, the PHEV 10B, and the HEV 10C, and is not mounted on the internal combustion engine vehicle 10D.
The battery 18 is a secondary battery that can be charged and discharged, such as a nickel-cadmium storage battery, a nickel-hydrogen storage battery, or a lithium ion battery. The battery 18 is electrically connected to the electric motor 17 via an inverter or the like such that the charging power of the battery 18 is supplied to the electric motor 17 to be able to drive the electric motor 17 for power running and the generated power of the electric motor 17 can be charged to the battery 18. Therefore, the battery 18 is mounted on each of the BEV 10A, the PHEV 10B, and the HEV 10C, and is not mounted on the internal combustion engine vehicle 10D. However, the internal combustion engine vehicle 10D is equipped with, for example, a small battery for operating a starter or the like. The storage capacity of the battery 18 is the largest for the BEV 10A, and decreases in the order of the PHEV 10B and the HEV 10C.
The internal combustion engine 19 combusts fuel in a cylinder to generate power for rotating an output shaft connected to a crankshaft. Each cylinder of the internal combustion engine 19 is provided with a fuel injection valve for injecting the fuel. The fuel injection valve is connected to the ECU 50 via an electric wire, and opening/closing timing of the fuel injection valve is controlled by the ECU 50. The fuel is, for example, gasoline or light oil. The internal combustion engine 19 is mounted on each of the PHEV 10B, the HEV 10C, and the internal combustion engine vehicle 10D, and is not mounted on the BEV 10A.
The power inlet 20 is a unit for receiving electric power supplied from the outside of the vehicle 10. The battery 18 is charged by this electric power. The power inlet 20 is mounted on each of the BEV 10A and the PHEV 10B, and is not mounted on the HEV 10C and the internal combustion engine vehicle 10D.
Next, the hardware configuration of the server 30 will be described. The server 30 has a computer configuration. The server 30 includes a processor 31, a main storage unit 32, an auxiliary storage unit 33, and a communication unit 34. The components are connected to each other by a bus. The processor 31, the main storage unit 32, and the auxiliary storage unit 33 are similar to the processor 11, the main storage unit 12, and the auxiliary storage unit 13 of the vehicle 10, respectively, and thus the description thereof will be omitted. The processor 31 is an example of the control unit.
The communication unit 34 is a means for communicating with the vehicle 10 and the user terminal 40 via the network N1. The communication unit 34 is, for example, a local area network (LAN) interface board or a wireless communication circuit for wireless communication. The LAN interface board or the wireless communication circuit is connected to the network N1.
Next, the user terminal 40 will be described. The user terminal 40 is a small computer such as a smartphone, a mobile phone, a tablet terminal, a personal information terminal, a wearable computer (smart watch, for example), or a personal computer (PC). The user terminal 40 includes a processor 41, a main storage unit 42, an auxiliary storage unit 43, an input unit 44, a display 45, a communication unit 46, and a position information sensor 47. The components are connected to each other by a bus. The processor 41, the main storage unit 42, the auxiliary storage unit 43, the communication unit 46, and the position information sensor 47 are similar to the processor 11, the main storage unit 12, the auxiliary storage unit 13, the communication unit 14, and the position information sensor 15 of the vehicle 10, respectively, and thus the description thereof will be omitted. The information acquired by the position information sensor 47 is recorded in, for example, the auxiliary storage unit 43 or the like and transmitted to the server 30.
The input unit 44 is a means for receiving an input operation performed by the user, and is, for example, a touch panel, a mouse, a keyboard, a push button, or the like. The display 45 is a means for presenting information to the user, for example, a liquid crystal display (LCD), an electroluminescence (EL) panel, or the like. The input unit 44 and the display 45 may be configured as one touch panel display.
Next, the function of the server 30 will be described.
The user information DB 311, the vehicle information DB 312, the map information DB 313, and the fee information DB 314 are established when the program of a database management system (DBMS) executed by the processor 31 manages the data stored in the auxiliary storage unit 33. The user information DB 311, the vehicle information DB 312, the map information DB 313, and the fee information DB 314 are, for example, relational databases.
Note that any of the functional components of the server 30 or part of the processes thereof may be executed by another computer connected to the network N1.
The boarding request acquisition unit 301 acquires a boarding request from the user terminal 40 of a user who wishes to move using the vehicle 10, for example. The boarding request is information including an identifier (user identification (ID)) of the user and information for the user to request the use of the vehicle 10. The boarding request is generated in the user terminal 40. The boarding request includes information on a user ID, a departure location, a destination, a usage time, and the like (the information is also referred to as user information below). The departure location may be a current location detected by the user terminal 40. When the boarding request acquisition unit 301 acquires the boarding request, the user information included in the boarding request is stored in the user information DB 311 described below.
The vehicle information acquisition unit 302 acquires information on the vehicle 10. Hereinafter, the information on the vehicle 10 is also referred to as vehicle information. The vehicle information includes, for example, information on a current location, a destination, a vehicle category, and a route of the vehicle 10. The current location of the vehicle 10 is acquired based on position information transmitted from the vehicle 10. The destination and the route of the vehicle 10 are generated by the server 30 in response to the boarding request. The vehicle category is information indicating a category of the HEV, the PHEV, the BEV, the internal combustion engine vehicle, etc., and is input by, for example, an administrator of the server 30. The vehicle information acquisition unit 302 stores the vehicle information in the vehicle information DB 312 described below.
The route generation unit 303 generates a route of the vehicle 10. The route generation unit 303 generates a route such that, for example, the vehicle 10 departs from a base and returns to the base via the departure location and the destination of the user. Instead of the base of the vehicle 10, the current location of the vehicle 10 may be used as the departure location of the vehicle 10. The route is generated based on map information stored in the map information DB 313 described below. The route is generated so as to be a route pursuant to a predetermined rule, such as a route with the shortest moving distance of the vehicle 10 or a route with the shortest moving time of the vehicle 10. A well-known technique can be used to generate the route.
The cost calculation unit 304 calculates the cost assuming that each vehicle 10 travels on each route. The cost calculation unit 304 calculates a fee paid by a business operator when it is assumed that each vehicle 10 travels on each route generated by the route generation unit 303 for all combinations of the routes and the vehicles 10. The calculation may be performed, for example, for the number of times at which the boarding request has been made at a fixed time every day, or may be performed each time the boarding request is made.
The fee calculated by the cost calculation unit 304 includes a fee of fuel for the internal combustion engine 19 (fuel fee) and a fee corresponding to the electric energy when the battery 18 is charged with a commercial power source (electric energy fee). Further, the fee calculated by the cost calculation unit 304 can include a fee of fuel required to charge the battery 18 by driving the internal combustion engine 19 in the HEV 10C and the PHEV 10B.
The fuel fee and the electric energy fee may be calculated as, for example, a fee when each vehicle 10 travels on each route assuming that the vehicle 10 travels under a predetermined travel condition (may be a predetermined speed and a predetermined load). The predetermined travel condition may be set according to the speed limit of each road on the route, or may be set according to the data when the vehicle traveled on the same road in the past. Further, a predetermined speed may be set according to the attributes of the road (for example, a highway, a main road, a residential area, a speed limit, an uphill, a downhill, etc.). When the attributes of the road change in the middle of the route, the fuel fee and the electric energy fee may be calculated based on the travel condition for each attribute of the road.
E1 in
Depending on the travel condition and the vehicle 10, the minimum energy required for traveling and the energy corresponding to the decrease inefficiency when traveling with each drive source vary. For example, the auxiliary storage unit 33 stores the relationship between the travel condition and the minimum energy required for traveling, and the relationship between the travel condition and the energy corresponding to the decrease in efficiency when traveling with each drive source. The travel condition may be, for example, the speed of the vehicle 10 and the load of the vehicle 10.
In the example shown in
Next, based on the energy consumed when the vehicle 10 travels with the electric motor 17 and the energy consumed when the vehicle 10 travels with the internal combustion engine 19, the fee required when the vehicle 10 travels with each drive source is calculated. Here, the fuel fee and the electric power fee may change depending on the region and time. Therefore, in
The consumption energy in this case corresponds to the above E1 + E2. For the consumption energy and the electric energy fee, the values stored in the auxiliary storage unit 33 are used. The consumption energy varies depending on the speed and load of the vehicle 10. By integrating the fee per unit distance with the distance of the route, it is possible to obtain the fee when the vehicle 10 travels on the route with the electric motor 17.
On the other hand, for example, the fee (yen) per unit distance when the vehicle 10 travels with the internal combustion engine 19 can be calculated by multiplying a value obtained by dividing the consumption energy (J) by the heat generation amount of the fuel (J/kg) by the fuel fee (yen/kg). That is, the fee is calculated by the following formula. Fee (yen) = consumption energy (J) = heat generation amount of fuel (J/kg) × fuel fee (yen/J) The consumption energy in this case corresponds to the above E1 + E3. For the consumption energy, the heat generation amount of fuel, and the fuel fee, the values stored in the auxiliary storage unit 33 are used. The consumption energy in this case also varies depending on the speed and load of the vehicle 10. By integrating the fee per unit distance with the distance of the route, it is possible to obtain the fee when the vehicle 10 travels on the route with the internal combustion engine 19.
The information on the electric energy fee and the fuel fee is acquired by the cost calculation unit 304 from the Web server that manages the information at predetermined time intervals, and stored in the fee information DB 314 described below.
In the first region shown in
For each of the PHEV 10B and the HEV 10C, the fee may be calculated assuming that the internal combustion engine utilization ratio in
Further, as another method, for each of the PHEV 10B and the HEV 10C, for example, the fee may be calculated assuming that the internal combustion engine 19 operates according to the travel condition. For example, the data of the travel condition for each road may be acquired and stored in the auxiliary storage unit 33, and the fee may be calculated assuming that the internal combustion engine 19 operates according to the travel condition. As the data of the travel condition, the data of another vehicle 10 that has traveled on the same road in the past may be accumulated, and for example, an average value may be obtained and used. Further, the travel condition may be estimated from the speed limit or the like of each road. In this case, it may be assumed that the vehicle 10 is constantly driven at the speed limit of the road. Further, for example, on a highway, it may be considered that the internal combustion engine 19 operates. Further, when the travel distance becomes long and the remaining charge of the battery 18 can be equal to or less than a predetermined value, it may be considered that the internal combustion engine 19 operates to charge the battery 18. In this case, the remaining amount of the battery 18 may be estimated simply according to the travel distance, or the remaining amount of the battery 18 may be estimated according to the travel distance and the travel condition.
Further, as another method, for example, the fuel fee and the electric energy fee per unit distance when each vehicle 10 travels are stored in the auxiliary storage unit 33 in advance, and the cost when each vehicle 10 travels on each route may be calculated based on the route distance, and the fuel fee and the electric energy fee per unit distance. In this case, the fuel fee and the electric energy fee per unit distance differ depending on the region and time.
The cost calculation unit 304 calculates the cost corresponding to each vehicle 10 for all the routes. Then, when each vehicle 10 is assigned to each route, the cost calculation unit 304 extracts the combination of the vehicle 10 and the route (that may be the user or the user terminal 40) in which the total of the fuel fee and the electric energy fee is minimum. As described above, the combination of the vehicle 10 and the route is determined in which the cost as a whole of the system 1 is minimum.
As another method, in a region and time at which the fuel fee per unit distance is lower than the electric energy fee, the combination of the vehicle 10 and the route may be generated by setting the priority of the internal combustion engine vehicle 10D to the highest priority, and lowering the priority in the order of the HEV 10C, the PHEV 10B, and the BEV 10A. In this case, for example, the internal combustion engine vehicle 10D is combined with a route in the order of a route having the longer distance, and after the routes for the number of internal combustion engine vehicles 10D are determined, the HEV 10C is combined to a route next. This is repeated and the vehicle is combined with the route in the order of the PHEV 10B and the BEV 10A. On the other hand, in a region and time at which the electric energy fee per unit distance is lower than the fuel fee, the combination of the vehicle 10 and the route may be generated by setting the priority of the BEV 10A to the highest priority, and lowering the priority in the order of the PHEV 10B, the HEV 10C, and the internal combustion engine vehicle 10D. In this case, for example, the BEV 10A is combined with a route in the order of a route having the longer distance, and after the routes for the number of the BEV 10A are determined, the PHEV 10B is combined to a route next. This is repeated and the vehicle is combined with the route in the order of the HEV 10C and the internal combustion engine vehicle 10D.
In the above description, for the PHEV 10B, the fee is calculated assuming that the internal combustion engine utilization ratio in
For example, in the first region shown in
For example, in a region where the fuel fee is relatively low, the fee paid by the business operator can be reduced by preferentially using the internal combustion engine 19. In this case, for example, an operating region in which the internal combustion engine 19 is selected as the drive source is expanded. That is, the speed or the load of the vehicle 10 in which the drive source is switched from the electric motor 17 to the internal combustion engine 19 is reduced. In this case, for example, when the vehicle dispatch unit 305 generates an operation command, the vehicle dispatch unit 305 may include and generate a command for switching the drive source and transmit the command to the vehicle 10.
For example, in a region where the electric energy fee is relatively low, the fee paid by the business operator can be reduced by preferentially using the electric motor 17. In this case, for example, an operating region in which the electric motor 17 is selected as the drive source is expanded. That is, the speed or the load of the vehicle 10 in which the drive source is switched from the electric motor 17 to the internal combustion engine 19 is increased.
For example, in the example of the first region and the second region in
Further, regarding the HEV 10C as well, the travel condition in which the electric motor 17 and the internal combustion engine 19 are switched may be changed such that the cost can be further reduced between a case in which the vehicle 10 travels with the internal combustion engine 19 and a case in which the vehicle 10 travels with the electric motor 17 using electric power generated by the internal combustion engine 19.
Then, the vehicle dispatch unit 305 dispatches the vehicle such that the combination of the vehicle and the route is a combination with the lowest cost calculated by the cost calculation unit 304. The vehicle dispatch unit 305 generates an operation command including the route generated by the route generation unit 303 and transmits the operation command to each vehicle 10.
The user information DB 311 is provided by storing the user information in the auxiliary storage unit 33 described above. Here, the configuration of the user information stored in the user information DB 311 will be described based on
The vehicle information DB 312 is provided by storing information (vehicle information) on the movement of the vehicle 10 in the auxiliary storage unit 33. Here, the configuration of the vehicle information stored in the vehicle information DB 312 will be described based on
In the map information DB 313, as map information, for example, link data related to a road (link), node data related to a node point, intersection data related to each intersection, search data for searching a route, facility data related to a facility, search data for searching a point, and the like are stored. Further, information on the speed limit, etc. corresponding to each road or information on the attributes of each road may be stored.
The fee information DB 314 is provided by storing the fee information in the auxiliary storage unit 33.
Next, the function of the user terminal 40 will be described.
The boarding request generation unit 401 outputs an operation screen to the display 45, for example, and generates a boarding request in response to an input by the user to the input unit 44 of the user terminal 40. The generated boarding request is transmitted to the server 30 by the boarding request generation unit 401. The boarding request includes the user information (for example, the departure location, the destination, and the usage time). The user inputs the user information via the input unit 44. The departure location is a point where the user wishes to board the vehicle. The destination is a point where the user wishes to get off the vehicle. The usage time is date and time when the user wishes to board the vehicle. When the point where the vehicle 10 stops is determined in advance, the departure location and the destination may be selected from points where the vehicle 10 stops. Further, when the vehicle 10 is operated according to the timetable, the usage time may be selected according to the timetable. The boarding request generation unit 401 generates, for example, the boarding request according to the input from the user and transmits the boarding request to the server 30. The boarding request generation unit 401 may transmit the position information acquired by the position information sensor 47 to the server 30 as the departure location.
Next, the function of the ECU 50 of the vehicle 10 will be described. The vehicle 10 described below is an autonomous traveling vehicle.
The operation plan generation unit 501 acquires the operation command from the server 30 and generates the operation plan of the vehicle 10. The operation command includes information on the route of the vehicle 10. The operation plan generation unit 501 calculates the route of the vehicle 10 based on the operation command provided by the server 30 and generates the operation plan for moving on the route.
The environment detection unit 502 detects the environment around the vehicle 10 that is necessary for autonomous traveling, based on the data acquired by the environment information sensor 16. Objects to be detected include, for example, the number and the positions of lanes, the number and the positions of other moving bodies around the vehicle 10, the number and the positions of obstacles around the vehicle 10 (pedestrians, bicycles, structures, buildings, etc.), the structure of the road, road signs, and the like, but not limited to these. Any object may be detected as long as it is necessary for autonomous traveling. For example, when the environment information sensor 16 is a stereo camera, image data taken thereby is subjected to image processing to detect the objects around the vehicle 10. Data about the surrounding environment of the vehicle 10 (hereinafter, environmental data) detected by the environment detection unit 502 is transmitted to the travel control unit 503 described below.
The travel control unit 503 generates a control command for controlling autonomous traveling of the vehicle 10, based on the operation plan generated by the operation plan generation unit 501, the environmental data generated by the environment detection unit 502, and the position information of the vehicle 10 that is acquired by the position information sensor 15. For example, the travel control unit 503 generates the control command to cause the vehicle 10 to travel along a predetermined route while suppressing obstacles from entering a predetermined safety area around the vehicle 10. The generated control command is transmitted to the electric motor 17, the internal combustion engine 19, or the like. A known method can be adopted as a method of generating the control command for causing the vehicle 10 to travel autonomously. Further, a known method can be also adopted as for a method of controlling the BEV 10A, the PHEV 10B, the HEV 10C, and the internal combustion engine vehicle 10D.
The position information transmission unit 504 transmits the position information acquired from the position information sensor 15 to the server 30 via the communication unit 14. The timing at which the position information transmission unit 504 transmits the position information can be set as appropriate, and for example, the position information may be transmitted periodically, may be transmitted in synchronization with the timing of transmitting some information to the server 30, or may be transmitted in response to a request from the server 30. The position information transmission unit 504 transmits the position information to the server 30 together with the vehicle ID.
Next, a vehicle dispatch process in the server 30 will be described.
In step S101, the cost calculation unit 304 determines whether data update timing has come. This data is data for calculating a fee when the vehicle travels with each drive source (the electric motor 17 or the internal combustion engine 19), and is fee information stored in the fee information DB 314. This data is updated periodically. When the determination result is Yes in step S101, the process proceeds to step S102, and when the determination result is No, the process proceeds to step S103.
In step S102, the cost calculation unit 304 acquires the data from an external server. The cost calculation unit 304 accesses the external server and acquires the data for calculating the fee when the vehicle travels with each drive source (the electric motor 17 or the internal combustion engine 19). At this time, the cost calculation unit 304 acquires data according to each region. That is, the cost calculation unit 304 acquires information on the fee and stores the information in the fee information DB 314 according to the region where the vehicle 10 is charged or refueled.
In step S103, the route generation unit 303 reads the user information from the user information DB 311. In step S104, the route generation unit 303 generates a route corresponding to each user based on the user information of each user. The route generation unit 303 generates, for example, a route such that the vehicle moves from the departure location of the user to the destination of the user in the shortest distance or the shortest time. The routes are generated for all users. The route may be generated on the premise that the same vehicle 10 is used by a plurality of users for rideshare.
In step S105, the cost calculation unit 304 reads the vehicle information from the vehicle information DB 312. In step S106, the cost calculation unit 304 calculates, for each vehicle 10 on each route, the fee paid by the business operator when each vehicle 10 travels on each route generated in step S104. The cost calculation unit 304 calculates the fees for all combinations of the routes and the vehicles 10.
In step S107, the cost calculation unit 304 extracts the combination of the route and the vehicle 10 in which the fee generated in each of the vehicles 10 is the lowest, based on the fee for each vehicle 10 on each route calculated in step S106. Then, in step S108, the vehicle dispatch unit 305 generates an operation command such that each vehicle 10 travels on the corresponding route based on the extracted combination. The operation command is generated for each vehicle 10. At this time, the travel condition in which the drive sources of the PHEV 10B and the HEV 10C are switched may be included in the operation command.
In step S109, the vehicle dispatch unit 305 transmits the operation command generated in step S108 to each vehicle 10. For each vehicle 10 that has received the operation command, an operation plan is generated according to the operation command. Then, in step S110, the vehicle dispatch unit 305 notifies the user terminal 40 of information on the vehicle 10. For example, information for notifying the user terminal 40 of the number, the color, the category, the feature, etc. of the vehicle 10 is transmitted. The user terminal 40 that has received this notification causes the display 45 to display the information on the vehicle 10.
As described above, according to the first embodiment, the vehicle is dispatched such that the travel cost of the vehicles 10 is the lowest as a whole of the system 1, and thus the travel cost of the vehicles 10 can be reduced.
The system 1 according to a second embodiment is a system that dispatches a vehicle to a user such that the CO2 emission amount as a whole of the system 1 is further reduced, that is, the environmental load is further reduced. In the first embodiment, the combination of the route and the vehicle 10 is extracted such that the fee paid by the business operator as a whole of the system 1 is further reduced. On the other hand, in the second embodiment, the combination of the route and the vehicle 10 is extracted such that the CO2 emission amount as a whole of the system 1 is further reduced. Since the hardware configurations of the vehicle 10, the server 30, and the user terminal 40 are the same as those in the first embodiment, the description thereof will be omitted.
In recent years, there has been a demand for reduction of the CO2 emission amount from the viewpoint of carbon neutrality. Here, the CO2 emissions are not limited to the emissions from the vehicle 10 when the vehicle 10 travels, and CO2 is also emitted, for example, during transportation for transporting fuel to a gas station. Further, even when the vehicle travels with the electric motor 17, CO2 may be emitted in order to generate the required electric power. Therefore, it is desired to reduce the CO2 emission amount on the well-to-wheel basis (from an oil field to driving a tire. hereinafter also referred to as WtW).
For example, when the battery 18 is charged with the electric power generated in a thermal power plant, the CO2 emission amount on the WtW basis is relatively high. On the other hand, when the battery 18 is charged with the electric power generated by using renewable energy such as solar power generation or wind power generation, the CO2 emission amount on the WtW basis is relatively low. For example, in a region where all the electric power is generated by the renewable energy, the CO2 emission amount on the WtW basis when the vehicle 10 travels with the electric motor 17 can be zero. The lower the ratio of the electric power generated by the renewable energy, the higher the CO2 emission amount on the WtW basis. Therefore, in the future, as the ratio of the amount of electric power generated by the renewable energy increases, the CO2 emission amount on the WtW basis when the vehicle travels with the electric motor 17 decreases. As described above, the CO2 emission amount on the WtW basis may change depending on the region where the vehicle 10 travels or time when the vehicle 10 travels.
Therefore, in the server 30, the CO2 emission amount on the WtW basis when each vehicle 10 travels on each route is calculated, and the combination of the route and the vehicle 10 in which the CO2 emission amount on the WtW basis is the lowest is extracted. Since the CO2 emission amount on the WtW basis when the vehicle travels in each travel mode correlates with the energy consumed by the vehicle 10, the CO2 emission amount is calculated based on this energy. The energy consumed by the vehicle 10 can be calculated in the same manner as in the first embodiment. Further, the CO2 emission amount on the WtW basis with respect to the consumption energy when the vehicle travels with each drive source is stored in the auxiliary storage unit 33.
Next, the function of the server 30 according to the second embodiment will be described.
The processor 31 of the server 30 executes the process of the CO2 emission amount calculation unit 306 using a computer program stored in the main storage unit 32. Further, the CO2 emission amount information DB 315 is constructed in such a manner that a program of a database management system (DBMS) executed by the processor 31 manages data stored in the auxiliary storage unit 33. The CO2 emission amount information DB 315 is, for example, a relational database.
Since the region field is the same as that in
The CO2 emission amount calculation unit 306 acquires the region where the vehicle 10 is located based on the position information received from the vehicle 10. Then, the information on the CO2 emission amount at the time of fuel consumption and the information on the CO2 emission amount at the time of electric power consumption, which correspond to the region, are acquired from the CO2 emission amount information DB315.
Further, the CO2 emission amount calculation unit 306 extracts the combination of the route and the vehicle 10 in which the CO2 emission amount is the lowest as a whole of the system 1, based on the CO2 emission amount during fuel consumption and the CO2 emission amount during electric power consumption. In the same manner as in the first embodiment, the CO2 emission amount calculation unit 306 calculates the consumption energy of each vehicle 10 when traveling on each route, and calculates the CO2 emission amount based on the consumption energy. For each of the PHEV 10B and the HEV 10C, for example, the CO2 emission amount may be calculated assuming that the internal combustion engine utilization ratio in
For example, the CO2 emission amount (g) when the vehicle travels with the electric motor 17 can be calculated by multiplying the consumption energy (J) by the CO2 emission amount during electric power consumption (g/J). Further, for example, the CO2 emission amount (g) when the vehicle travels with the internal combustion engine 19 can be calculated by multiplying the value obtained by dividing the consumption energy (J) by the heat generation amount of fuel (J/kg) by the CO2 emission amount during fuel consumption (g/kg).
In the above description, for each of the PHEV 10B and the HEV 10C, the CO2 emission amount is calculated assuming that the internal combustion engine utilization ratio in
For example, the CO2 emission amount when the vehicle travels with the electric motor 17 is compared with the CO2 emission amount when the vehicle travels with the internal combustion engine 19, and the drive source is switched such that the drive source in which the CO2 emission amount is further reduced is prioritized. For example, by changing the speed or the load of the vehicle 10 in which the drive source is switched, the vehicle 10 can be controlled such that the CO2 emission amount is further reduced.
For example, in a region where the CO2 emission amount on the WtW basis when the vehicle travels with the internal combustion engine 19 is relatively low, the CO2 emission amount on the WtW basis as a whole of the system 1 can be reduced by preferentially using the internal combustion engine 19. In this case, for example, an operating region in which the internal combustion engine 19 is selected as the drive source is expanded. That is, the speed or the load of the vehicle 10 in which the drive source is switched from the electric motor 17 to the internal combustion engine 19 is reduced. In this case, for example, when the vehicle dispatch unit 305 generates an operation command, the vehicle dispatch unit 305 may include and generate a command for switching the drive source and transmit the command to the vehicle 10.
On the other hand, in a region where the CO2 emission amount on the WtW basis when the vehicle travels with the electric motor 17 is relatively low, for example, the CO2 emission amount on the WtW basis as a whole of the system 1 can be reduced by preferentially using the electric motor 17. In this case, for example, an operating region in which the electric motor 17 is selected as the drive source is expanded. That is, the speed or the load of the vehicle 10 in which the drive source is switched from the electric motor 17 to the internal combustion engine 19 is increased.
Next, a vehicle dispatch process in the server 30 will be described.
In step S201, the CO2 emission amount calculation unit 306 determines whether data update timing has come. This data is data for calculating the CO2 emission amount when the vehicle travels with each drive source (the electric motor 17 or the internal combustion engine 19), and is information on the CO2 emission amount stored in the CO2 emission amount information DB 315. This data is updated periodically. When the determination result is Yes in step S201, the process proceeds to step S202, and when the determination result is No, the process proceeds to step S103.
In step S202, the CO2 emission amount calculation unit 306 acquires the data from an external server. The CO2 emission amount calculation unit 306 accesses the external server and acquires the data for calculating the CO2 emission amount when the vehicle travels with each drive source (the electric motor 17 or the internal combustion engine 19). At this time, the CO2 emission amount calculation unit 306 acquires data according to each region. That is, the CO2 emission amount calculation unit 306 acquires information on the CO2 emission amount and stores the information in the CO2 emission amount information DB 315 according to the region where the vehicle 10 is charged or refuel ed.
Further, in the routine shown in
The CO2 emission amount calculation unit 306 calculates, for example, the CO2 emission amount per unit distance when it is assumed that the vehicle travels on each route with the electric motor 17 by the following formula.
By integrating the CO2 emission amount per unit distance with the distance of the route, it is possible to obtain the CO2 emission amount when the vehicle travels on the route with the electric motor 17.
Further, the CO2 emission amount calculation unit 306 calculates, for example, the CO2 emission amount per unit distance when it is assumed that the vehicle travels on each route with the internal combustion engine 19 by the following formula.
By integrating the CO2 emission amount per unit distance with the distance of the route, it is possible to obtain the CO2 emission amount when the vehicle travels on the route with the internal combustion engine 19.
In step S204, the CO2 emission amount calculation unit 306 extracts the combination of the route and the vehicle 10 in which the CO2 emission amount as a whole of the system 1 is the lowest. The CO2 emission amount calculation unit 306 calculates the CO2 emission amount in all cases where each vehicle 10 travels on each route, and extracts the combination in which the CO2 emission amount is the lowest. When the process of step S204 is completed, the process proceeds to step S108.
As described above, according to the second embodiment, the combination of the route and the vehicle 10 in which the CO2 emission amount on the WtW basis as a whole of the system 1 is the lowest is extracted. Therefore, the CO2 emission amount on the WtW basis as a whole of the system 1 can be further reduced. In the second embodiment, the CO2 emission amount has been described as an example, but the embodiment can be similarly applied to emission amount of other substances. Further, in the second embodiment, the CO2 emission amount on the WtW basis is calculated, but the CO2 emission amount may be calculated based on other concepts such as the tank-to-wheel basis as well as the WtW basis.
An incentive may be given to a business operator by reducing the CO2 emission amount on the WtW basis. For example, the lower the CO2 emission amount is, the more subsidies the business operator may receive. In such a case, the combination of the route and the vehicle 10 may be extracted such that a value obtained by subtracting the subsidy received by the business operator from the total amount of the fuel fee and the electric energy fee paid by the business operator is the lowest. In this case, in consideration of the fuel fee, the electric energy fee, and the subsidy based on the CO2 emission amount, the total amount of the fees when each vehicle 10 is dispatched to each route is calculated in all cases, and the combination of the vehicle and the route in which the total amount of the fees is the lowest is extracted.
For example, in step S106 of
As described above, the combination of the route and the vehicle 10 can be extracted such that the fee paid by the business operator is further reduced.
The above-described embodiment is merely an example, and the present disclosure may be appropriately modified and implemented without departing from the scope thereof.
The processes and means described in the present disclosure can be freely combined and implemented as long as no technical contradiction occurs.
Further, the processes described as being executed by one device may be shared and executed by a plurality of devices. Alternatively, the processes described as being executed by different devices may be executed by one device. In the computer system, it is possible to flexibly change the hardware configuration (server configuration) for realizing each function. For example, the server 30 may have a part of the functions of the vehicle 10. Further, for example, the vehicle 10 may have a part or all of the functions of the server 30.
The present disclosure can also be implemented by supplying a computer with a computer program that implements the functions described in the above embodiment, and causing one or more processors of the computer to read and execute the program. Such a computer program may be provided to the computer by a non-transitory computer-readable storage medium connectable to the system bus of the computer, or may be provided to the computer via a network. The non-transitory computer-readable storage medium is, for example, a disc of any type such as a magnetic disc (floppy (registered trademark) disc, hard disk drive (HDD), etc.), an optical disc (compact disc read-only memory (CD-ROM), digital versatile disc (DVD), Blu-ray disc, etc.), a read only memory (ROM), a random access memory (RAM), an erasable programmable read only memory (EPROM), an electrically erasable programmable read only memory (EEPROM), a magnetic card, a flash memory, an optical card, and any type of medium suitable for storing electronic commands.
Number | Date | Country | Kind |
---|---|---|---|
2021-113630 | Jul 2021 | JP | national |
This application claims priority to Japanese Patent Application No. 2021-113630 filed on Jul. 8, 2021, incorporated herein by reference in its entirety.