CN118329064A - Navigation route planning method, computer device and storage medium of electric automobile - Google Patents
Navigation route planning method, computer device and storage medium of electric automobile Download PDFInfo
- Publication number
- CN118329064A CN118329064A CN202410577310.3A CN202410577310A CN118329064A CN 118329064 A CN118329064 A CN 118329064A CN 202410577310 A CN202410577310 A CN 202410577310A CN 118329064 A CN118329064 A CN 118329064A
- Authority
- CN
- China
- Prior art keywords
- information
- navigation
- navigation route
- route
- electric vehicle
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 51
- 238000011217 control strategy Methods 0.000 claims abstract description 30
- 230000008569 process Effects 0.000 claims abstract description 15
- 230000007613 environmental effect Effects 0.000 claims abstract description 14
- 230000001105 regulatory effect Effects 0.000 claims abstract description 14
- 238000004422 calculation algorithm Methods 0.000 claims description 28
- 238000005265 energy consumption Methods 0.000 abstract description 6
- 230000009286 beneficial effect Effects 0.000 abstract description 4
- 230000006870 function Effects 0.000 description 16
- 238000010438 heat treatment Methods 0.000 description 12
- 238000001816 cooling Methods 0.000 description 8
- 238000004891 communication Methods 0.000 description 7
- 238000004590 computer program Methods 0.000 description 7
- 238000010586 diagram Methods 0.000 description 7
- 238000005057 refrigeration Methods 0.000 description 6
- 101100233916 Saccharomyces cerevisiae (strain ATCC 204508 / S288c) KAR5 gene Proteins 0.000 description 4
- 230000000694 effects Effects 0.000 description 4
- 238000005516 engineering process Methods 0.000 description 4
- 238000007726 management method Methods 0.000 description 4
- 101001121408 Homo sapiens L-amino-acid oxidase Proteins 0.000 description 3
- 101000827703 Homo sapiens Polyphosphoinositide phosphatase Proteins 0.000 description 3
- 102100026388 L-amino-acid oxidase Human genes 0.000 description 3
- 102100023591 Polyphosphoinositide phosphatase Human genes 0.000 description 3
- 239000000446 fuel Substances 0.000 description 3
- 238000012544 monitoring process Methods 0.000 description 3
- 230000008859 change Effects 0.000 description 2
- 238000001514 detection method Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- WHXSMMKQMYFTQS-UHFFFAOYSA-N Lithium Chemical compound [Li] WHXSMMKQMYFTQS-UHFFFAOYSA-N 0.000 description 1
- 101100012902 Saccharomyces cerevisiae (strain ATCC 204508 / S288c) FIG2 gene Proteins 0.000 description 1
- 238000004364 calculation method Methods 0.000 description 1
- 238000013500 data storage Methods 0.000 description 1
- 230000036541 health Effects 0.000 description 1
- 238000003384 imaging method Methods 0.000 description 1
- 230000003993 interaction Effects 0.000 description 1
- 229910052744 lithium Inorganic materials 0.000 description 1
- GELKBWJHTRAYNV-UHFFFAOYSA-K lithium iron phosphate Chemical compound [Li+].[Fe+2].[O-]P([O-])([O-])=O GELKBWJHTRAYNV-UHFFFAOYSA-K 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 238000013021 overheating Methods 0.000 description 1
- 239000002245 particle Substances 0.000 description 1
- 238000012545 processing Methods 0.000 description 1
- 230000000717 retained effect Effects 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
- 230000000007 visual effect Effects 0.000 description 1
Classifications
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01C—MEASURING DISTANCES, LEVELS OR BEARINGS; SURVEYING; NAVIGATION; GYROSCOPIC INSTRUMENTS; PHOTOGRAMMETRY OR VIDEOGRAMMETRY
- G01C21/00—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00
- G01C21/26—Navigation; Navigational instruments not provided for in groups G01C1/00 - G01C19/00 specially adapted for navigation in a road network
- G01C21/34—Route searching; Route guidance
- G01C21/3453—Special cost functions, i.e. other than distance or default speed limit of road segments
- G01C21/3469—Fuel consumption; Energy use; Emission aspects
Landscapes
- Engineering & Computer Science (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Automation & Control Theory (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Navigation (AREA)
Abstract
Description
技术领域Technical Field
本发明涉及汽车技术领域,尤其是一种电动汽车的导航路线规划方法、计算机装置和存储介质。The present invention relates to the field of automobile technology, and in particular to a navigation route planning method, a computer device and a storage medium for an electric vehicle.
背景技术Background technique
汽车的导航路线规划技术可以根据行程最短或者用时最少等约束条件,规划出连接出发地和目的地的导航路线,从而为汽车驾驶提供便利。对于燃油汽车来说,导航路线规划算法一般只需设定行程或者用时等约束条件,而对于电动汽车来说,由于其补充能量的速度不及燃油汽车,因此对续航能力受到的影响更敏感,目前的导航路线规划技术未针对电动汽车进行优化,因此生成的导航路线在电动汽车的行驶过程所产生的车载设备能耗以及环境对动力电池性能影响等方面也就未进行优化,从而存在着电动汽车的动力电池发生不必要的电能损耗或者放电性能得不到充分利用等问题,限制了电动汽车的性能尤其是续航能力的发挥。The navigation route planning technology of automobiles can plan a navigation route connecting the departure point and the destination according to constraints such as the shortest journey or the least time, thus providing convenience for automobile driving. For fuel vehicles, the navigation route planning algorithm generally only needs to set constraints such as the journey or time, while for electric vehicles, since their energy replenishment speed is not as fast as that of fuel vehicles, they are more sensitive to the impact on their endurance. The current navigation route planning technology is not optimized for electric vehicles, so the generated navigation route is not optimized in terms of the energy consumption of the on-board equipment generated during the driving process of the electric vehicle and the impact of the environment on the performance of the power battery. As a result, there are problems such as unnecessary power loss of the power battery of the electric vehicle or the discharge performance is not fully utilized, which limits the performance of the electric vehicle, especially the endurance.
发明内容Summary of the invention
针对目前的导航路线规划技术未针对电动汽车进行优化,限制了电动汽车的性能尤其是续航能力的发挥等技术问题,本发明的目的在于提供一种电动汽车的导航路线规划方法、计算机装置和存储介质。In view of the technical problems that the current navigation route planning technology is not optimized for electric vehicles, which limits the performance of electric vehicles, especially their endurance, the purpose of the present invention is to provide a navigation route planning method, computer device and storage medium for electric vehicles.
一方面,本发明实施例包括一种电动汽车的导航路线规划方法,所述电动汽车的导航路线规划方法包括以下步骤:In one aspect, an embodiment of the present invention includes a method for planning a navigation route of an electric vehicle, the method comprising the following steps:
获取环境温度信息;Get ambient temperature information;
获取电动汽车的温度调节设备的控制策略;Obtain control strategies for temperature regulation devices in electric vehicles;
根据所述环境温度信息与所述温度调节设备的控制策略进行导航路线规划,获得导航路线信息。Navigation route planning is performed according to the ambient temperature information and the control strategy of the temperature adjustment device to obtain navigation route information.
进一步地,所述获取电动汽车的温度调节设备的控制策略,包括:Furthermore, the step of obtaining a control strategy for a temperature regulating device of an electric vehicle includes:
检测电动汽车的当前续航能力信息;Detect the current endurance information of the electric vehicle;
获取电动汽车的初始导航信息;Obtaining initial navigation information of the electric vehicle;
根据所述当前续航能力信息和所述初始导航信息,确定所述温度调节设备的档位控制信息,作为所述控制策略。According to the current endurance information and the initial navigation information, gear control information of the temperature adjustment device is determined as the control strategy.
进一步地,所述获取环境温度信息,包括:Furthermore, the obtaining of ambient temperature information includes:
获取所述初始导航信息所经过环境的环境温度场信息;Acquire ambient temperature field information of the environment through which the initial navigation information passes;
根据所述环境温度场信息确定环境温度梯度信息,作为所述环境温度信息。Ambient temperature gradient information is determined according to the ambient temperature field information as the ambient temperature information.
进一步地,所述根据所述环境温度信息与所述温度调节设备的控制策略进行导航路线规划,获得导航路线信息,包括:Furthermore, performing navigation route planning according to the ambient temperature information and the control strategy of the temperature adjustment device to obtain navigation route information includes:
根据所述环境温度梯度信息与所述档位控制信息,确定方向调整信息;Determining direction adjustment information according to the ambient temperature gradient information and the gear control information;
根据所述方向调整信息,对所述初始导航信息对应的导航路线进行至少局部的调整,获得所述导航路线信息。According to the direction adjustment information, the navigation route corresponding to the initial navigation information is at least partially adjusted to obtain the navigation route information.
进一步地,所述根据所述环境温度梯度信息与所述档位控制信息,确定方向调整信息,包括:Further, determining the direction adjustment information according to the ambient temperature gradient information and the gear control information includes:
根据所述环境温度梯度信息,确定各位置的温度梯度方向;Determining the temperature gradient direction at each location according to the ambient temperature gradient information;
根据所述档位控制信息,确定方向偏移量;determining a direction offset according to the gear control information;
对所述温度梯度方向叠加所述方向偏移量,获得相应的调整方向,从而获得所述方向调整信息。The direction offset is superimposed on the temperature gradient direction to obtain a corresponding adjustment direction, thereby obtaining the direction adjustment information.
进一步地,所述根据所述方向调整信息,对所述初始导航信息对应的导航路线进行至少局部的调整,获得所述导航路线信息,包括:Further, the at least partially adjusting the navigation route corresponding to the initial navigation information according to the direction adjustment information to obtain the navigation route information includes:
对所述初始导航信息对应的导航路线进行分段,获得多段第一路线段;Segmenting the navigation route corresponding to the initial navigation information to obtain a plurality of first route segments;
对于至少部分所述第一路线段,当所述第一路线段的方向与所在位置处的所述调整方向之间的角度差值达到角度阈值,根据所述调整方向对相应的所述第一路线段所在位置重新进行导航路线规划,获得第二路线段;For at least part of the first route segment, when the angle difference between the direction of the first route segment and the adjusted direction at the location reaches an angle threshold, re-planning the navigation route for the location of the corresponding first route segment according to the adjusted direction to obtain a second route segment;
以所述第二路线段替代所述初始导航信息对应的导航路线中相应的所述第一路线段,获得所述导航路线信息。The navigation route information is obtained by replacing the first route segment corresponding to the navigation route corresponding to the initial navigation information with the second route segment.
进一步地,所述根据所述环境温度信息与所述温度调节设备的控制策略进行导航路线规划,获得导航路线信息,包括:Furthermore, performing navigation route planning according to the ambient temperature information and the control strategy of the temperature adjustment device to obtain navigation route information includes:
获取电动汽车的初始导航信息;Obtaining initial navigation information of the electric vehicle;
根据所述初始导航信息与所述控制策略,预估电动汽车的剩余续航能力信息;estimating the remaining cruising range information of the electric vehicle according to the initial navigation information and the control strategy;
当所述剩余续航能力信息小于续航能力阈值,查找所述初始导航信息对应的导航路线附近的充电点;When the remaining battery life information is less than the battery life threshold, searching for a charging point near the navigation route corresponding to the initial navigation information;
根据所述充电点的位置,基于所述初始导航信息重新进行导航路线规划,获得所述导航路线信息。According to the location of the charging point, the navigation route is re-planned based on the initial navigation information to obtain the navigation route information.
进一步地,所述获取电动汽车的初始导航信息,包括:Furthermore, the obtaining of initial navigation information of the electric vehicle includes:
获取出发地信息和目的地信息;Get departure and destination information;
执行路径规划算法对所述出发地信息和所述目的地信息进行处理;Executing a path planning algorithm to process the departure location information and the destination information;
获取所述路径规划算法输出的所述初始导航信息。Acquire the initial navigation information output by the path planning algorithm.
另一方面,本发明实施例还包括一种计算机装置,包括存储器和处理器,存储器用于存储至少一个程序,处理器用于加载至少一个程序以执行实施例中的电动汽车的导航路线规划方法。On the other hand, an embodiment of the present invention also includes a computer device, including a memory and a processor, the memory is used to store at least one program, and the processor is used to load at least one program to execute the navigation route planning method for the electric vehicle in the embodiment.
另一方面,本发明实施例还包括一种计算机可读存储介质,其中存储有处理器可执行的程序,处理器可执行的程序在由处理器执行时用于执行实施例中的电动汽车的导航路线规划方法。On the other hand, an embodiment of the present invention further includes a computer-readable storage medium, in which a program executable by a processor is stored. When the program executable by the processor is executed by the processor, it is used to execute the navigation route planning method for the electric vehicle in the embodiment.
本发明的有益效果是:通过实施例中的电动汽车的导航路线规划方法,能够实现导航路线规划的基本功能,生成能够引导电动汽车从出发地驶往目的地的导航路线信息,由于温度调节设备是对动力电池耗能较大的车载设备,而环境温度对动力电池的放电性能影响较大,因此通过在导航路线信息的生成过程加入环境温度信息和温度调节设备的控制策略因素,从而针对电动汽车进行优化,最终生成的导航路线针对电动汽车的行驶过程所产生的车载设备能耗以及环境对动力电池性能影响等方面进行优化,有利于减少电动汽车的动力电池发生不必要的电能损耗以及充分利用动力电池的放电性能,保障电动汽车的性能尤其是续航能力的发挥。The beneficial effects of the present invention are as follows: through the navigation route planning method of the electric vehicle in the embodiment, the basic function of navigation route planning can be realized, and navigation route information that can guide the electric vehicle from the departure point to the destination can be generated. Since the temperature regulating device is a vehicle-mounted device that consumes a large amount of energy for the power battery, and the ambient temperature has a great influence on the discharge performance of the power battery, the electric vehicle is optimized by adding the ambient temperature information and the control strategy factors of the temperature regulating device in the generation process of the navigation route information. The navigation route finally generated is optimized for the energy consumption of the vehicle-mounted device generated during the driving process of the electric vehicle and the influence of the environment on the performance of the power battery, which is beneficial to reduce unnecessary power loss of the power battery of the electric vehicle and make full use of the discharge performance of the power battery, so as to ensure the performance of the electric vehicle, especially the endurance.
附图说明BRIEF DESCRIPTION OF THE DRAWINGS
图1为实施例中可以应用电动汽车的导航路线规划方法的汽车系统示意图;FIG1 is a schematic diagram of an automobile system to which a navigation route planning method for an electric vehicle can be applied in an embodiment;
图2为实施例中电动汽车的导航路线规划方法的步骤示意图;FIG2 is a schematic diagram of steps of a navigation route planning method for an electric vehicle in an embodiment;
图3为实施例中初始导航信息和环境温度场信息的示意图;FIG3 is a schematic diagram of initial navigation information and ambient temperature field information in an embodiment;
图4为实施例中环境温度梯度信息的示意图;FIG4 is a schematic diagram of ambient temperature gradient information in an embodiment;
图5为实施例中步骤S302的原理示意图;FIG5 is a schematic diagram of the principle of step S302 in the embodiment;
图6为实施例中第一路线段的示意图;FIG6 is a schematic diagram of a first route segment in an embodiment;
图7为实施例中第二路线段的示意图;FIG7 is a schematic diagram of a second route segment in an embodiment;
图8为实施例中步骤P301-P304的流程图。FIG. 8 is a flow chart of steps P301 - P304 in the embodiment.
具体实施方式Detailed ways
本实施例中的电动汽车可以是纯电动汽车,也可以是混合动力汽车,电动汽车的电源可以是磷酸铁锂电池或者三元锂电池等动力电池,也可以是燃料电池。本实施例中,以纯电动汽车为例进行说明。The electric vehicle in this embodiment can be a pure electric vehicle or a hybrid electric vehicle, and the power source of the electric vehicle can be a power battery such as a lithium iron phosphate battery or a ternary lithium battery, or a fuel cell. In this embodiment, a pure electric vehicle is used as an example for description.
本实施例中,电动汽车的导航路线规划方法可以应用在图1所示的车机系统。参照图1,该车机系统包括控制模块、导航模块、通信模块、电池管理系统和温度调节设备等。其中,控制模块具有控制、数据采集、数据存储、数据处理和输出等功能;导航模块可以基于卫星导航系统进行汽车的定位获得实时位置,并运行路径规划算法,根据出发地位置、目的地位置和实时位置等信息进行路径规划,从而进行导航路线规划;通信模块可以通过5G等无线通信协议与云服务器建立通信,从而从互联网平台等来源获取数据资源;电池管理系统可以对电动汽车上的动力电池进行充电控制、放电控制、电荷状态检测、健康度检测、过流保护以及过热保护等管理;温度调节设备包括对电动汽车的座舱等乘员所在环境进行温度调节的设备,以及对电动汽车的车载部件进行温度调节的设备,例如空调和动力电池加热器等,所进行的温度调节包括加热和制冷以使得温度调节目标达到预期的温度。In this embodiment, the navigation route planning method of an electric vehicle can be applied to the vehicle system shown in FIG1. Referring to FIG1, the vehicle system includes a control module, a navigation module, a communication module, a battery management system, and a temperature control device. Among them, the control module has functions such as control, data acquisition, data storage, data processing and output; the navigation module can locate the vehicle based on the satellite navigation system to obtain the real-time position, and run the path planning algorithm to plan the path according to the information such as the departure location, the destination location and the real-time location, so as to plan the navigation route; the communication module can establish communication with the cloud server through wireless communication protocols such as 5G, so as to obtain data resources from sources such as the Internet platform; the battery management system can manage the power battery on the electric vehicle for charging control, discharge control, charge state detection, health detection, overcurrent protection and overheating protection; the temperature control device includes a device for temperature control of the passenger environment such as the cabin of the electric vehicle, and a device for temperature control of the vehicle-mounted components of the electric vehicle, such as an air conditioner and a power battery heater, etc. The temperature control performed includes heating and cooling so that the temperature control target reaches the expected temperature.
本实施例中,电动汽车的导航路线规划方法中的各步骤可以由图1中的控制模块来执行。控制模块在执行其中一些步骤时,可以调用车载功能部件来执行相关功能。In this embodiment, each step in the method for planning a navigation route of an electric vehicle can be executed by the control module in Figure 1. When executing some of the steps, the control module can call the vehicle-mounted functional components to execute related functions.
参照图2,电动汽车的导航路线规划方法包括以下步骤:2, the navigation route planning method for an electric vehicle includes the following steps:
S1.获取环境温度信息;S1. Obtain ambient temperature information;
S2.获取电动汽车的温度调节设备的控制策略;S2. Obtaining a control strategy for a temperature regulating device of an electric vehicle;
S3.根据环境温度信息与温度调节设备的控制策略进行导航路线规划,获得导航路线信息。S3. Perform navigation route planning according to the ambient temperature information and the control strategy of the temperature regulating device to obtain navigation route information.
步骤S1中,环境温度信息是电动汽车目前所处环境或者即将到达的环境的气温。具体地,可以由控制模块调用通信模块访问服务器,从气象机构或者环境监测机构的网络平台下载得到环境温度信息。气象机构或者环境监测机构通过卫星或者安装在各地的气温监测设备,可以检测大范围内各个位置的气温;控制模块可以请求获得本电动汽车实时位置一定范围内(例如距离本电动汽车50km范围内)各个位置的气温,从而获得环境温度信息。In step S1, the ambient temperature information is the temperature of the environment in which the electric vehicle is currently located or is about to arrive. Specifically, the control module can call the communication module to access the server and download the ambient temperature information from the network platform of the meteorological agency or environmental monitoring agency. The meteorological agency or environmental monitoring agency can detect the temperature of various locations in a large range through satellites or temperature monitoring equipment installed in various places; the control module can request to obtain the temperature of various locations within a certain range of the real-time position of the electric vehicle (for example, within 50km of the electric vehicle), thereby obtaining the ambient temperature information.
步骤S2中,电动汽车的温度调节设备的控制策略,表示当前或者未来一段时间内温度调节设备对温度调节目标进行加热/制冷的目标温度、制热量/制冷量、加热/制冷功能的时长等信息。In step S2, the control strategy of the temperature control device of the electric vehicle indicates information such as the target temperature, heating/cooling capacity, and duration of the heating/cooling function of the temperature control device for heating/cooling the temperature control target at present or in the future.
步骤S3中,控制模块可以调用导航模块运行路径规划算法进行导航路线规划,其中路径规划算法可以是Dijkstra算法、A*算法、D*算法、LPA*算法和D*Lite算法等算法,以及在这些算法的基础上进行进一步优化得到的路径规划算法,例如导航模块可以安装经过授权使用的商业导航软件,由控制模块调用商业导航软件集成的路径规划算法。步骤S3中,控制模块在路径规划算法根据出发地位置、目的地位置和实时位置等信息进行路径规划的基础上,还根据步骤S1获得的环境温度信息与步骤S2获得的温度调节设备的控制策略进行导航路线规划,从而获得导航路线信息。In step S3, the control module can call the navigation module to run the path planning algorithm to plan the navigation route, wherein the path planning algorithm can be the Dijkstra algorithm, the A* algorithm, the D* algorithm, the LPA* algorithm, the D*Lite algorithm, and other algorithms, as well as the path planning algorithm obtained by further optimizing these algorithms. For example, the navigation module can be installed with authorized commercial navigation software, and the control module calls the path planning algorithm integrated in the commercial navigation software. In step S3, the control module performs navigation route planning based on the path planning algorithm according to the information such as the departure location, the destination location and the real-time location, and also performs navigation route planning based on the ambient temperature information obtained in step S1 and the control strategy of the temperature adjustment device obtained in step S2, thereby obtaining navigation route information.
通过执行步骤S1-S3,能够实现导航路线规划的基本功能,生成能够引导电动汽车从出发地驶往目的地的导航路线信息,由于温度调节设备是对动力电池耗能较大的车载设备,而环境温度对动力电池的放电性能影响较大,因此通过在导航路线信息的生成过程加入环境温度信息和温度调节设备的控制策略因素,从而针对电动汽车进行优化,最终生成的导航路线针对电动汽车的行驶过程所产生的车载设备能耗以及环境对动力电池性能影响等方面进行优化,有利于减少电动汽车的动力电池发生不必要的电能损耗以及充分利用动力电池的放电性能,保障电动汽车的性能尤其是续航能力的发挥。By executing steps S1-S3, the basic function of navigation route planning can be realized, and navigation route information that can guide the electric vehicle from the departure point to the destination can be generated. Since the temperature regulating device is an on-board device that consumes a lot of energy for the power battery, and the ambient temperature has a great influence on the discharge performance of the power battery, the electric vehicle is optimized by adding the ambient temperature information and the control strategy factors of the temperature regulating device in the generation process of the navigation route information. The navigation route finally generated is optimized for the energy consumption of the on-board equipment generated during the driving process of the electric vehicle and the influence of the environment on the performance of the power battery, which is beneficial to reduce unnecessary power loss of the power battery of the electric vehicle and make full use of the discharge performance of the power battery, so as to ensure the performance of the electric vehicle, especially the endurance.
本实施例中,控制模块在执行步骤S1,也就是获取环境温度信息这一步骤时,具体可以执行以下步骤:In this embodiment, when the control module executes step S1, that is, the step of obtaining ambient temperature information, the control module may specifically execute the following steps:
S101.获取初始导航信息所经过环境的环境温度场信息;S101. Obtaining the ambient temperature field information of the environment through which the initial navigation information passes;
S102.根据环境温度场信息确定环境温度梯度信息,作为环境温度信息。S102. Determine ambient temperature gradient information according to ambient temperature field information as ambient temperature information.
步骤S101中,控制模块可以调用人机交互器件(例如触摸屏)获取驾驶员输入的出发地信息和目的地信息,将出发地信息和目的地信息发送至导航模块,由导航模块运行路径规划算法对出发地信息和目的地信息进行处理,从而输出初始导航信息。其中,路径规划算法可以是开源的Dijkstra算法等算法及其改进算法,也可以是由商业导航软件运行的路径规划算法。In step S101, the control module may call a human-computer interaction device (such as a touch screen) to obtain the departure information and destination information input by the driver, and send the departure information and destination information to the navigation module, which runs a path planning algorithm to process the departure information and destination information, thereby outputting initial navigation information. The path planning algorithm may be an open source Dijkstra algorithm and its improved algorithm, or a path planning algorithm run by commercial navigation software.
步骤S101中运行路径规划算法获得初始导航信息的过程可以不考虑环境温度信息和温度调节设备的控制策略等因素,只是基于行程最短、用时最少、红绿灯最少或者不走高速等约束条件生成初始导航信息。所获得的初始导航信息表示从出发地通往目的地的导航路线,还可以表示预计本电动汽车到达这条导航路线上的各个位置处的预计时刻等信息。The process of running the path planning algorithm to obtain the initial navigation information in step S101 may not consider factors such as ambient temperature information and the control strategy of the temperature regulating device, but only generate the initial navigation information based on constraints such as the shortest journey, the least time, the least traffic lights, or not taking the highway. The obtained initial navigation information represents the navigation route from the departure point to the destination, and may also represent information such as the estimated time when the electric vehicle is expected to arrive at each location on the navigation route.
在获得初始导航信息之后,步骤S101中,控制模块可以以初始导航信息对应的导航路线为中心确定一定范围(例如从初始导航信息对应的导航路线上的各点,向外延展20km),通过通信模块请求网络平台提供这个范围内的多个位置测得的气温,这些气温分布在初始导航信息对应的导航路线周边一定范围内的多个位置,而且在同一时刻不同位置可能因所处环境的日照条件、空气含水量和风速等因素不同而有着不同的温度,形成一个温度场,从而组成环境温度场信息。由于气温受日照等条件影响,而不同时刻的日照条件不同,因此环境温度场信息表示的温度场实际上是一个时变场,但是可以认为日照变化对于各个位置的影响是相同的,从而不考虑时间对温度场的影响,仅将环境温度场信息表示的温度场看成与位置坐标有关。After obtaining the initial navigation information, in step S101, the control module can determine a certain range with the navigation route corresponding to the initial navigation information as the center (for example, from each point on the navigation route corresponding to the initial navigation information, extending outward 20km), and request the network platform to provide the temperature measured at multiple locations within this range through the communication module. These temperatures are distributed at multiple locations within a certain range around the navigation route corresponding to the initial navigation information, and different locations at the same time may have different temperatures due to different factors such as the sunshine conditions, air moisture content and wind speed in the environment, forming a temperature field, thereby forming the ambient temperature field information. Since the temperature is affected by conditions such as sunshine, and the sunshine conditions at different times are different, the temperature field represented by the ambient temperature field information is actually a time-varying field, but it can be considered that the influence of sunshine changes on each location is the same, so the influence of time on the temperature field is not considered, and the temperature field represented by the ambient temperature field information is only regarded as related to the position coordinates.
本实施例中,初始导航信息和环境温度场信息如图3所示。参照图3,通过颜色来表示相应位置的气温高低,例如绿色、黄色、橙色、红色依次表示由低至高的气温。图3所示的是图形化后的初始导航信息和环境温度场信息,而在执行电动汽车的导航路线规划方法时,无需对初始导航信息和环境温度场信息等信息进行图形化。In this embodiment, the initial navigation information and the ambient temperature field information are shown in FIG3. Referring to FIG3, the temperature of the corresponding position is represented by color, for example, green, yellow, orange, and red represent the temperature from low to high in sequence. FIG3 shows the graphical initial navigation information and the ambient temperature field information, and when executing the navigation route planning method for an electric vehicle, it is not necessary to graphically represent the initial navigation information and the ambient temperature field information.
步骤S102中,对步骤S101获得的环境温度场信息进行求梯度运算,从而获得图4所示的环境温度梯度信息,作为执行步骤S1所要获得的环境温度信息。参照图4,环境温度场信息表示环境温度场信息对应的范围内各点的温度梯度,其中温度梯度的方向与相应位置处的等温线垂直,温度梯度的大小表示相应位置处的气温随位置变化的速率。In step S102, the ambient temperature field information obtained in step S101 is subjected to a gradient calculation, thereby obtaining the ambient temperature gradient information shown in FIG4 as the ambient temperature information to be obtained by executing step S1. Referring to FIG4, the ambient temperature field information represents the temperature gradient of each point within the range corresponding to the ambient temperature field information, wherein the direction of the temperature gradient is perpendicular to the isotherm at the corresponding position, and the magnitude of the temperature gradient represents the rate at which the temperature at the corresponding position changes with the position.
本实施例中,控制模块在执行步骤S2,也就是获取电动汽车的温度调节设备的控制策略这一步骤时,具体可以执行以下步骤:In this embodiment, when the control module executes step S2, that is, the step of obtaining the control strategy of the temperature adjustment device of the electric vehicle, the control module may specifically execute the following steps:
S201.检测电动汽车的当前续航能力信息;S201. Detect the current endurance information of the electric vehicle;
S202.获取电动汽车的初始导航信息;S202. Obtaining initial navigation information of the electric vehicle;
S203.根据当前续航能力信息和初始导航信息,确定温度调节设备的档位控制信息,作为控制策略。S203. Determine the gear control information of the temperature adjustment device as a control strategy according to the current endurance information and the initial navigation information.
步骤S201中,控制模块可以调用电池管理系统BMS检测动力电池的当前荷电状态SOC当前,由于当前荷电状态SOC当前是影响电动汽车的续航能力的重要因素,因此当前荷电状态SOC当前可以作为步骤S201所要获得的当前续航能力信息。In step S201, the control module can call the battery management system BMS to detect the current state of charge SOCcurrent of the power battery. Since the current state of charge SOCcurrent is an important factor affecting the endurance of the electric vehicle, the current state of charge SOCcurrent can be used as the current endurance information to be obtained in step S201.
步骤S202中,可以参照步骤S101获取电动汽车的初始导航信息。初始导航信息表示导航模块直接输出的导航路线,以及本电动汽车到达导航路线上的各点的预计时刻等信息。In step S202, the initial navigation information of the electric vehicle can be obtained with reference to step S101. The initial navigation information represents the navigation route directly output by the navigation module, and the estimated time when the electric vehicle arrives at each point on the navigation route.
步骤S203中,根据步骤S201获得的当前续航能力信息和步骤S202获得的初始导航信息,确定温度调节设备的档位控制信息作为控制策略。In step S203, the gear control information of the temperature adjustment device is determined as a control strategy according to the current endurance information obtained in step S201 and the initial navigation information obtained in step S202.
例如,对于空调这一温度调节设备,可以直接根据当前荷电状态SOC当前来确定档位控制信息。具体地,可以根据以下逻辑设定空调的档位控制信息:For example, for a temperature control device such as an air conditioner, the gear control information can be directly determined according to the current state of charge SOC. Specifically, the gear control information of the air conditioner can be set according to the following logic:
SOC当前≥50%:设定空调工作在第二档位(强档,T制冷目标温度=T用户设定温度)SOC current ≥ 50%: Set the air conditioner to work in the second gear (strong gear, T cooling target temperature = T user set temperature )
SOC当前<50%:设定空调工作在第一档位(弱档,T制冷目标温度<T用户设定温度)SOC current < 50%: Set the air conditioner to work in the first gear (weak gear, T cooling target temperature < T user set temperature )
对于动力电池加热器这一温度调节设备,控制模块可以从内部存储空间读取动力电池加热器工作在各个档位时的热功率P1(动力电池加热器工作在第一档位时的热功率)、P2(动力电池加热器工作在第二档位时的热功率)和P3(动力电池加热器工作在第三档位时的热功率),根据初始导航信息确定电动汽车到达目的地所需要的时间t导航时间和需要的里程S导航里程,调用电池管理系统BMS查询近期行驶记录得到的由车机系统等用电部件产生的每公里能耗P近期能耗,以及动力电池在满电情况下的荷电状态SOC满电,根据以下逻辑设定动力电池加热器的档位控制信息:For the temperature regulating device of the power battery heater, the control module can read the thermal power P1 (the thermal power of the power battery heater when it works in the first gear), P2 (the thermal power of the power battery heater when it works in the second gear) and P3 (the thermal power of the power battery heater when it works in the third gear) of the power battery heater when it works in each gear from the internal storage space, determine the time t navigation time and the required mileage S navigation mileage required for the electric vehicle to reach the destination according to the initial navigation information, call the battery management system BMS to query the recent driving records to obtain the energy consumption per kilometer P recent energy consumption generated by the electrical components such as the vehicle system, and the state of charge SOC full charge of the power battery when it is fully charged, and set the gear control information of the power battery heater according to the following logic:
设定动力电池加热器工作在第三档位(强档) Set the power battery heater to work in the third gear (strong gear)
设定动力电池加热器工作在第二档位(中档) Set the power battery heater to work in the second gear (mid-gear)
设定动力电池加热器工作在第一档位(弱档) Set the power battery heater to work in the first gear (weak gear)
或者或者设定动力电池加热器不工作 or or Setting the power battery heater to not work
上述档位控制信息能够控制空调或者动力电池加热器等温度调节设备工作在相应的档位,其中同一温度调节设备在相同时长内工作在强档的电能消耗最大,工作在中档的电能消耗中等,工作在弱档的电能消耗最小。所获得的档位控制信息可以作为步骤S2所要获得的控制策略。The above gear control information can control the temperature adjustment equipment such as air conditioner or power battery heater to work in the corresponding gear, wherein the same temperature adjustment equipment consumes the most power when working in the strong gear within the same time, consumes medium power when working in the medium gear, and consumes the least power when working in the weak gear. The obtained gear control information can be used as the control strategy to be obtained in step S2.
本实施例中,控制模块在执行步骤S3,也就是根据环境温度信息与温度调节设备的控制策略进行导航路线规划,获得导航路线信息这一步骤时,具体可以执行以下步骤:In this embodiment, when the control module executes step S3, that is, the step of planning the navigation route according to the ambient temperature information and the control strategy of the temperature adjustment device to obtain the navigation route information, the control module may specifically execute the following steps:
S301.根据环境温度梯度信息与档位控制信息,确定方向调整信息;S301. Determine direction adjustment information according to ambient temperature gradient information and gear control information;
S302.根据方向调整信息,对初始导航信息对应的导航路线进行至少局部的调整,获得导航路线信息。S302. According to the direction adjustment information, at least partially adjust the navigation route corresponding to the initial navigation information to obtain navigation route information.
步骤S301中,参照图4,环境温度梯度信息表示一定范围内各个位置处的温度梯度方向,温度梯度方向是低气温指向高气温的方向。In step S301, referring to FIG. 4, the ambient temperature gradient information indicates the direction of the temperature gradient at each position within a certain range, and the direction of the temperature gradient is the direction from low temperature to high temperature.
以图4的局部为例进行说明,如图5所示。参照图5,对于初始导航信息对应的导航路线上的一点,获取该点处的温度梯度方向。接着,根据档位控制信息,确定方向偏移量,该方向偏移量用于与温度梯度方向进行叠加,使得叠加方向偏移量之后的温度梯度方向发生方向上的改变(如果方向偏移量为零,则叠加方向偏移量之后的温度梯度方向不发生改变)。具体地,如果温度调节设备为制冷功能设备(例如空调),那么温度调节设备的档位控制信息越高(越接近强档),则生成的方向偏移量越接近与温度梯度方向垂直的方向,使得叠加了方向偏移量的温度梯度方向越接近与原先的方向垂直的方向,反之,温度调节设备的档位控制信息越低(越接近弱档),则生成的方向偏移量越接近零或者与温度梯度方向本身的方向,使得叠加了方向偏移量的温度梯度方向越接近原先的方向;如果温度调节设备为制热功能设备(例如动力电池加热器),那么温度调节设备的档位控制信息越高(越接近强档),则生成的方向偏移量越接近零或者与温度梯度方向本身的方向,使得叠加了方向偏移量的温度梯度方向越接近原先的方向,反之,温度调节设备的档位控制信息越低(越接近弱档),则生成的方向偏移量越接近与温度梯度方向垂直的方向,使得叠加了方向偏移量的温度梯度方向越接近与原先的方向垂直的方向;如果制冷功能设备和制热功能设备同时工作,则可以模拟制冷功能设备的制冷效果和制热功能设备的制热效果相互抵消之后,等效为一个制冷功能设备或者制热功能设备,并模拟出其等效的档位控制信息,再基于制冷功能设备或者制热功能设备的逻辑来生成方向偏移量。Take a part of FIG. 4 as an example for explanation, as shown in FIG. 5. Referring to FIG. 5, for a point on the navigation route corresponding to the initial navigation information, the temperature gradient direction at the point is obtained. Then, according to the gear control information, the direction offset is determined, and the direction offset is used to superimpose with the temperature gradient direction, so that the temperature gradient direction after the superimposed direction offset changes in direction (if the direction offset is zero, the temperature gradient direction after the superimposed direction offset does not change). Specifically, if the temperature control device is a refrigeration function device (such as an air conditioner), then the higher the gear control information of the temperature control device (the closer to the strong gear), the closer the generated direction offset is to the direction perpendicular to the temperature gradient direction, so that the temperature gradient direction superimposed with the direction offset is closer to the direction perpendicular to the original direction, conversely, the lower the gear control information of the temperature control device (the closer to the weak gear), the closer the generated direction offset is to zero or the direction of the temperature gradient direction itself, so that the temperature gradient direction superimposed with the direction offset is closer to the original direction; if the temperature control device is a heating function device (such as a power battery heater), then the higher the gear control information of the temperature control device (the closer to the strong gear), the generated direction offset is The closer the amount is to zero or the direction of the temperature gradient direction itself, the closer the temperature gradient direction with the direction offset superimposed is to the original direction; conversely, the lower the gear control information of the temperature regulating device (the closer to the weak gear), the closer the generated direction offset is to the direction perpendicular to the temperature gradient direction, so that the temperature gradient direction with the direction offset superimposed is closer to the direction perpendicular to the original direction; if the refrigeration function device and the heating function device work at the same time, the refrigeration effect of the refrigeration function device and the heating effect of the heating function device can be simulated to offset each other, which is equivalent to a refrigeration function device or a heating function device, and its equivalent gear control information is simulated, and then the direction offset is generated based on the logic of the refrigeration function device or the heating function device.
步骤S301中,在根据档位控制信息生成方向偏移量之后,将温度梯度方向与方向偏移量相加,获得的向量为调整方向,从而获得方向调整信息。In step S301, after the direction offset is generated according to the gear control information, the temperature gradient direction is added to the direction offset, and the obtained vector is the adjustment direction, thereby obtaining the direction adjustment information.
在执行步骤S302时,参照图6,可以将初始导航信息对应的导航路线分成等长的多段第一路线段。以其中一段第一路线段为例,参照图6,以这段第一路线段的起点指向终点的方向作为这段第一路线段的方向,如果这段第一路线段的方向与所在位置(例如起点)处的调整方向之间的角度差值达到角度阈值,表明这段第一路线段的方向相对所在位置(例如起点)处的调整方向偏离较大,则参照图7,根据调整方向对相应的第一路线段所在位置重新进行导航路线规划,获得第二路线段。When executing step S302, referring to FIG6, the navigation route corresponding to the initial navigation information can be divided into a plurality of first route segments of equal length. Taking one of the first route segments as an example, referring to FIG6, the direction from the starting point of the first route segment to the end point is taken as the direction of the first route segment. If the angle difference between the direction of the first route segment and the adjustment direction at the location (e.g., the starting point) reaches an angle threshold, indicating that the direction of the first route segment deviates greatly from the adjustment direction at the location (e.g., the starting point), then referring to FIG7, the navigation route is re-planned for the location of the corresponding first route segment according to the adjustment direction to obtain a second route segment.
具体地,控制模块可以将这段第一路线段的起点和终点的坐标输入导航模块的路径规划算法,并设定“起点切线方向与调整方向相同”作为约束条件,使得路径规划算法查找满足约束条件的可通行路径,如果查找到相应的可通行路径,则输出为第二路线段。Specifically, the control module can input the coordinates of the starting point and the end point of this first route segment into the path planning algorithm of the navigation module, and set "the starting point tangent direction is the same as the adjustment direction" as a constraint condition, so that the path planning algorithm searches for a passable path that meets the constraint conditions. If a corresponding passable path is found, it is output as the second route segment.
在路径规划算法输出了第二路线段的情况下,可以直接将该第二路线段替代掉初始导航信息对应的导航路线中相应的第一路线段,也就是该第二路线段与初始导航信息对应的导航路线中的其他部分一起,构成了新的导航路线,这条新的导航路线作为执行步骤S3要获得的导航路线信息。When the path planning algorithm outputs the second route segment, the second route segment can directly replace the corresponding first route segment in the navigation route corresponding to the initial navigation information. That is, the second route segment together with other parts of the navigation route corresponding to the initial navigation information constitute a new navigation route, and this new navigation route is used as the navigation route information to be obtained by executing step S3.
在路径规划算法输出了第二路线段的情况下,也可以先比较这条第二路线段与相应的第一路线段的路程大小,如果第二路线段的路程不大于相应的第一路线段的路程,或者第二路线段的路程超出第一路线段的路程的大小不大于路程阈值(例如1km)的情况下,才利用该第二路线段替代相应的第一路线段,否则舍弃该第二路线段,保留相应的第一路线段,避免生成了过长的新的导航路线导致电动汽车发生过多电能损失。When the path planning algorithm outputs the second route segment, the distance of the second route segment can also be compared with the corresponding first route segment. If the distance of the second route segment is not greater than the distance of the corresponding first route segment, or the distance of the second route segment exceeds the distance of the first route segment by no more than a distance threshold (for example, 1 km), the second route segment is used to replace the corresponding first route segment. Otherwise, the second route segment is discarded and the corresponding first route segment is retained to avoid generating an overly long new navigation route that causes excessive power loss in the electric vehicle.
本实施例中,执行步骤S301-S302的原理在于:环境温度梯度信息确定的温度梯度方向表示一定范围内气温变化最剧烈的方向,相应地温度梯度方向的垂直方向则是气温不变化的方向,因此,当档位控制信息表示的制冷需求越强,则生成的方向调整信息确定的调整方向越偏离温度梯度方向(相应地越接近温度梯度方向的垂直方向),从而使得当电动汽车沿着最终生成的导航路线信息中的第二路线段行驶时,处于外界气温变化越平缓的环境,有利于减少制冷所消耗的电能;当档位控制信息表示的制热需求越强,则生成的方向调整信息确定的调整方向越接近温度梯度方向(相应地越偏离温度梯度方向的垂直方向),从而使得当电动汽车沿着最终生成的导航路线信息中的第二路线段行驶时,处于外界气温变化越剧烈的环境,能够充分利用外界气温提供的热量进行动力电池加热等,有利于减少制热所消耗的电能,使得动力电池能够更快达到较高的温度而获得良好的工作性能。In this embodiment, the principle of executing steps S301-S302 is that the temperature gradient direction determined by the ambient temperature gradient information indicates the direction in which the temperature changes most dramatically within a certain range, and correspondingly, the vertical direction of the temperature gradient direction is the direction in which the temperature does not change. Therefore, when the cooling demand indicated by the gear control information is stronger, the adjustment direction determined by the generated direction adjustment information deviates more from the temperature gradient direction (correspondingly, it is closer to the vertical direction of the temperature gradient direction), so that when the electric vehicle travels along the second route segment in the finally generated navigation route information, it is in an environment where the outside temperature changes more slowly, which is conducive to reducing the electric energy consumed by cooling; when the heating demand indicated by the gear control information is stronger, the adjustment direction determined by the generated direction adjustment information is closer to the temperature gradient direction (correspondingly, it deviates more from the vertical direction of the temperature gradient direction), so that when the electric vehicle travels along the second route segment in the finally generated navigation route information, it is in an environment where the outside temperature changes more dramatically, and the heat provided by the outside temperature can be fully utilized to heat the power battery, etc., which is conducive to reducing the electric energy consumed by heating, so that the power battery can reach a higher temperature faster and obtain good working performance.
本实施例中,控制模块在执行步骤S3,也就是根据环境温度信息与温度调节设备的控制策略进行导航路线规划,获得导航路线信息这一步骤时,除了选择执行步骤S301-S302之外,还可以选择执行以下步骤:In this embodiment, when the control module executes step S3, that is, the step of planning the navigation route according to the ambient temperature information and the control strategy of the temperature adjustment device to obtain the navigation route information, in addition to selecting to execute steps S301-S302, it can also select to execute the following steps:
P301.获取电动汽车的初始导航信息;P301. Get the initial navigation information of the electric vehicle;
P302.根据初始导航信息与控制策略,预估电动汽车的剩余续航能力信息;P302. Estimate the remaining endurance of the electric vehicle based on the initial navigation information and control strategy;
P303.当剩余续航能力信息小于续航能力阈值,查找初始导航信息对应的导航路线附近的充电点;P303. When the remaining battery life information is less than the battery life threshold, find a charging point near the navigation route corresponding to the initial navigation information;
P304.根据充电点的位置,基于初始导航信息重新进行导航路线规划,获得导航路线信息。P304. According to the location of the charging point, re-plan the navigation route based on the initial navigation information to obtain the navigation route information.
步骤P301-P304的流程如图8所示。The process of steps P301-P304 is shown in FIG8 .
参照图8,步骤P301中,参照步骤S203的原理,可以根据初始导航信息确定电动汽车到达目的地所需要的时间t导航时间,步骤P302中,以对于动力电池加热器这一温度调节设备为例,控制模块可以从内部存储空间读取动力电池加热器工作在各个档位时的热功率P1(动力电池加热器工作在第一档位时的热功率)、P2(动力电池加热器工作在第二档位时的热功率)和P3(动力电池加热器工作在第三档位时的热功率)等控制策略,这样可以根据P1、P2或者P3与t导航时间的乘积确定耗电量,用当前荷电状态SOC当前减去耗电量,则获得电动汽车的剩余续航能力信息。剩余续航能力信息表示在按照控制策略控制温度调节设备工作的情况下,动力电池中存储的电能供温度调节设备使用,能够供应给电动汽车行驶的能力。可以通过查表等方式,将电量形式的剩余续航能力信息,转换成路程形式的剩余续航能力信息,即表示电动汽车在不充电的情况下能够行驶的路程大小。Referring to FIG8 , in step P301, referring to the principle of step S203, the time t navigation time required for the electric vehicle to reach the destination can be determined according to the initial navigation information. In step P302, taking the temperature adjustment device of the power battery heater as an example, the control module can read the thermal power P 1 (thermal power of the power battery heater when it works in the first gear), P 2 (thermal power of the power battery heater when it works in the second gear) and P 3 (thermal power of the power battery heater when it works in the third gear) and other control strategies from the internal storage space. In this way, the power consumption can be determined according to the product of P 1 , P 2 or P 3 and t navigation time , and the current state of charge SOC current minus the power consumption is used to obtain the remaining endurance information of the electric vehicle. The remaining endurance information indicates that when the temperature adjustment device is controlled to work according to the control strategy, the electric energy stored in the power battery is used by the temperature adjustment device and can be supplied to the electric vehicle for driving. The remaining endurance information in the form of power can be converted into the remaining endurance information in the form of distance by looking up a table or the like, that is, the distance that the electric vehicle can travel without charging.
步骤P303中,参照图8,可以设定一个续航能力阈值(例如10km),如果剩余续航能力信息小于续航能力阈值,则表示剩余续航能力信息过小,控制模块调用导航模块,查找初始导航信息对应的导航路线附近的充电点,执行步骤P304,根据充电点的位置,基于初始导航信息重新进行导航路线规划,获得导航路线信息。执行步骤P304获得的导航路线信息,从出发地出发,经过至少一个充电点后到达目的地。In step P303, referring to FIG8, a battery life threshold value (e.g., 10 km) may be set. If the remaining battery life information is less than the battery life threshold value, it indicates that the remaining battery life information is too small. The control module calls the navigation module to find the charging point near the navigation route corresponding to the initial navigation information, and executes step P304. According to the location of the charging point, the navigation route is replanned based on the initial navigation information to obtain the navigation route information. The navigation route information obtained in step P304 is executed, starting from the departure point and reaching the destination after passing through at least one charging point.
通过执行步骤P301-P304,能够在保障温度调节设备等大耗电量设备以特定的控制策略使用的情况下,引导电动汽车途径至少一个充电点,使得电动汽车能够获得充电点的充电保障,降低动力电池存储的电能不足导致电动汽车无法正常行驶至目的地的风险。By executing steps P301-P304, it is possible to guide the electric vehicle to pass through at least one charging point while ensuring that high-power-consuming equipment such as temperature control equipment is used with a specific control strategy, so that the electric vehicle can obtain charging guarantees at the charging point, thereby reducing the risk of the electric vehicle being unable to travel normally to its destination due to insufficient power stored in the power battery.
可以通过编写执行本实施例中的电动汽车的导航路线规划方法的计算机程序,将该计算机程序写入至计算机装置或者存储介质中,当计算机程序被读取出来运行时,执行本实施例中的电动汽车的导航路线规划方法,从而实现与实施例中的电动汽车的导航路线规划方法相同的技术效果。A computer program for executing the navigation route planning method for the electric vehicle in this embodiment can be written and written into a computer device or a storage medium. When the computer program is read out and run, the navigation route planning method for the electric vehicle in this embodiment is executed, thereby achieving the same technical effect as the navigation route planning method for the electric vehicle in the embodiment.
需要说明的是,如无特殊说明,当某一特征被称为“固定”、“连接”在另一个特征,它可以直接固定、连接在另一个特征上,也可以间接地固定、连接在另一个特征上。此外,本公开中所使用的上、下、左、右等描述仅仅是相对于附图中本公开各组成部分的相互位置关系来说的。在本公开中所使用的单数形式的“一种”、“”和“该”也旨在包括多数形式,除非上下文清楚地表示其他含义。此外,除非另有定义,本实施例所使用的所有的技术和科学术语与本技术领域的技术人员通常理解的含义相同。本实施例说明书中所使用的术语只是为了描述具体的实施例,而不是为了限制本发明。本实施例所使用的术语“和/或”包括一个或多个相关的所列项目的任意的组合。It should be noted that, unless otherwise specified, when a feature is referred to as being "fixed" or "connected" to another feature, it may be directly fixed or connected to the other feature, or it may be indirectly fixed or connected to the other feature. In addition, the descriptions of up, down, left, right, etc. used in the present disclosure are only relative to the relative positional relationship of the components of the present disclosure in the accompanying drawings. The singular forms of "a", "" and "the" used in the present disclosure are also intended to include the plural forms, unless the context clearly indicates other meanings. In addition, unless otherwise defined, all technical and scientific terms used in this embodiment have the same meaning as those generally understood by those skilled in the art. The terms used in the specification of this embodiment are only for describing specific embodiments and are not intended to limit the present invention. The term "and/or" used in this embodiment includes any combination of one or more related listed items.
应当理解,尽管在本公开可能采用术语第一、第二、第三等来描述各种元件,但这些元件不应限于这些术语。这些术语仅用来将同一类型的元件彼此区分开。例如,在不脱离本公开范围的情况下,第一元件也可以被称为第二元件,类似地,第二元件也可以被称为第一元件。本实施例所提供的任何以及所有实例或示例性语言(“例如”、“如”等)的使用仅意图更好地说明本发明的实施例,并且除非另外要求,否则不会对本发明的范围施加限制。It should be understood that, although the term first, second, third etc. may be adopted to describe various elements in the present disclosure, these elements should not be limited to these terms. These terms are only used to distinguish the same type of elements from each other. For example, without departing from the scope of the present disclosure, the first element may also be referred to as the second element, and similarly, the second element may also be referred to as the first element. The use of any and all examples or exemplary language ("for example", "such as" etc.) provided by the present embodiment is only intended to better illustrate embodiments of the present invention, and unless otherwise required, the scope of the present invention will not be limited.
应当认识到,本发明的实施例可以由计算机硬件、硬件和软件的组合、或者通过存储在非暂时性计算机可读存储器中的计算机指令来实现或实施。方法可以使用标准编程技术-包括配置有计算机程序的非暂时性计算机可读存储介质在计算机程序中实现,其中如此配置的存储介质使得计算机以特定和预定义的方式操作——根据在具体实施例中描述的方法和附图。每个程序可以以高级过程或面向对象的编程语言来实现以与计算机系统通信。然而,若需要,该程序可以以汇编或机器语言实现。在任何情况下,该语言可以是编译或解释的语言。此外,为此目的该程序能够在编程的专用集成电路上运行。It should be appreciated that embodiments of the present invention may be implemented or implemented by computer hardware, a combination of hardware and software, or by computer instructions stored in a non-transitory computer-readable memory. The method may be implemented in a computer program using standard programming techniques - including a non-transitory computer-readable storage medium configured with a computer program, wherein the storage medium so configured causes the computer to operate in a specific and predefined manner - according to the methods and drawings described in the specific embodiments. Each program may be implemented in a high-level procedural or object-oriented programming language to communicate with a computer system. However, if desired, the program may be implemented in assembly or machine language. In any case, the language may be a compiled or interpreted language. In addition, the program may be run on a programmed dedicated integrated circuit for this purpose.
此外,可按任何合适的顺序来执行本实施例描述的过程的操作,除非本实施例另外指示或以其他方式明显地与上下文矛盾。本实施例描述的过程(或变型和/或其组合)可在配置有可执行指令的一个或多个计算机系统的控制下执行,并且可作为共同地在一个或多个处理器上执行的代码(例如,可执行指令、一个或多个计算机程序或一个或多个应用)、由硬件或其组合来实现。计算机程序包括可由一个或多个处理器执行的多个指令。In addition, the operations of the process described in this embodiment may be performed in any suitable order, unless otherwise indicated in this embodiment or otherwise clearly contradicted by the context. The process described in this embodiment (or variations and/or combinations thereof) may be performed under the control of one or more computer systems configured with executable instructions, and may be implemented as a code (e.g., executable instructions, one or more computer programs, or one or more applications) executed jointly on one or more processors, by hardware or a combination thereof. A computer program includes a plurality of instructions that may be executed by one or more processors.
进一步,方法可以在可操作地连接至合适的任何类型的计算平台中实现,包括但不限于个人电脑、迷你计算机、主框架、工作站、网络或分布式计算环境、单独的或集成的计算机平台、或者与带电粒子工具或其它成像装置通信等等。本发明的各方面可以以存储在非暂时性存储介质或设备上的机器可读代码来实现,无论是可移动的还是集成至计算平台,如硬盘、光学读取和/或写入存储介质、RAM、ROM等,使得其可由可编程计算机读取,当存储介质或设备由计算机读取时可用于配置和操作计算机以执行在此所描述的过程。此外,机器可读代码,或其部分可以通过有线或无线网络传输。当此类媒体包括结合微处理器或其他数据处理器实现上文步骤的指令或程序时,本实施例的发明包括这些和其他不同类型的非暂时性计算机可读存储介质。当根据本发明的方法和技术编程时,本发明还包括计算机本身。Further, the method can be implemented in any type of computing platform that is operably connected to a suitable computer, including but not limited to a personal computer, a minicomputer, a mainframe, a workstation, a network or distributed computing environment, a separate or integrated computer platform, or in communication with a charged particle tool or other imaging device, etc. Various aspects of the present invention can be implemented in machine-readable code stored on a non-transitory storage medium or device, whether removable or integrated into a computing platform, such as a hard disk, an optical read and/or write storage medium, a RAM, a ROM, etc., so that it can be read by a programmable computer, and when the storage medium or device is read by the computer, it can be used to configure and operate the computer to perform the process described herein. In addition, the machine-readable code, or part thereof, can be transmitted via a wired or wireless network. When such media includes instructions or programs that implement the above steps in conjunction with a microprocessor or other data processor, the invention of this embodiment includes these and other different types of non-transitory computer-readable storage media. When programmed according to the methods and techniques of the present invention, the present invention also includes the computer itself.
计算机程序能够应用于输入数据以执行本实施例的功能,从而转换输入数据以生成存储至非易失性存储器的输出数据。输出信息还可以应用于一个或多个输出设备如显示器。在本发明优选的实施例中,转换的数据表示物理和有形的对象,包括显示器上产生的物理和有形对象的特定视觉描绘。The computer program can be applied to input data to perform the functions of the present embodiment, thereby converting the input data to generate output data stored in a non-volatile memory. The output information can also be applied to one or more output devices such as a display. In a preferred embodiment of the present invention, the converted data represents a physical and tangible object, including a specific visual depiction of the physical and tangible object produced on the display.
以上,只是本发明的较佳实施例而已,本发明并不局限于上述实施方式,只要其以相同的手段达到本发明的技术效果,凡在本发明的精神和原则之内,所做的任何修改、等同替换、改进等,均应包含在本发明保护的范围之内。在本发明的保护范围内其技术方案和/或实施方式可以有各种不同的修改和变化。The above are only preferred embodiments of the present invention. The present invention is not limited to the above embodiments. As long as the technical effects of the present invention are achieved by the same means, any modifications, equivalent substitutions, improvements, etc. made within the spirit and principles of the present invention shall be included in the scope of protection of the present invention. Within the scope of protection of the present invention, its technical solutions and/or implementation methods may have various modifications and changes.
Claims (10)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202410577310.3A CN118329064A (en) | 2024-05-10 | 2024-05-10 | Navigation route planning method, computer device and storage medium of electric automobile |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202410577310.3A CN118329064A (en) | 2024-05-10 | 2024-05-10 | Navigation route planning method, computer device and storage medium of electric automobile |
Publications (1)
Publication Number | Publication Date |
---|---|
CN118329064A true CN118329064A (en) | 2024-07-12 |
Family
ID=91772364
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202410577310.3A Pending CN118329064A (en) | 2024-05-10 | 2024-05-10 | Navigation route planning method, computer device and storage medium of electric automobile |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN118329064A (en) |
-
2024
- 2024-05-10 CN CN202410577310.3A patent/CN118329064A/en active Pending
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN105383496B (en) | Route-based distance to empty calculation for a vehicle | |
US9759573B2 (en) | Route based energy consumption estimation using physical models | |
Shams-Zahraei et al. | Integrated thermal and energy management of plug-in hybrid electric vehicles | |
US8428804B2 (en) | In-vehicle charge and discharge control apparatus and partial control apparatus | |
US20250033529A1 (en) | Route based battery preconditioning systems and methods | |
US8014914B2 (en) | Energy and emission responsive routing for vehicles | |
EP4225606A1 (en) | Supplying power to an electric vehicle | |
US9662996B2 (en) | Method for determining the remaining range of a motor vehicle, and motor vehicle | |
CN112224089A (en) | Energy consumption-based travel planning method and device, electronic equipment and storage medium | |
US20160185339A1 (en) | Mobility information processing apparatus, mobility information processing method, and driving support system | |
Sun et al. | To save money or to save time: Intelligent routing design for plug-in hybrid electric vehicle | |
JP2024529003A (en) | Method and system for predicting vehicle energy consumption for vehicle movement along a defined route and for route planning - Patents.com | |
CN102201133A (en) | System and method for predicting vehicle energy consumption | |
Pham et al. | Analytical solution to energy management guaranteeing battery life for hybrid trucks | |
WO2024103702A1 (en) | Predictive energy management method and apparatus, electronic device, and storage medium | |
CN112810555B (en) | Intelligent energy management system for a vehicle and corresponding method | |
CN115817183B (en) | A method and device for predicting the driving range of a pure electric vehicle | |
US12054072B2 (en) | Information processing system | |
KR20140095780A (en) | Apparatus and method for estimating a drivable distance of an electronic vehecle | |
CN113879182A (en) | Vehicle energy management control method, system, device and medium | |
WO2013088877A1 (en) | Power demand amount calculation system, power demand amount calculation method, power demand amount calculation apparatus, program, and recording medium | |
KR20140083555A (en) | Apparatus and method for estimating a drivable distance of an electronic vehecle | |
CN118329064A (en) | Navigation route planning method, computer device and storage medium of electric automobile | |
US20240053161A1 (en) | Method for Predicting a Velocity Profile of a Vehicle | |
KR101857468B1 (en) | DTE estimation method of electric vehicle using a regression equation |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
PB01 | Publication | ||
PB01 | Publication | ||
SE01 | Entry into force of request for substantive examination | ||
SE01 | Entry into force of request for substantive examination |