Method, device and equipment for evaluating comprehensive energy consumption and endurance of pure electric vehicle and medium
By statistically analyzing vehicle information under different travel conditions, defining temperature range and test boundaries, and calculating the energy consumption and range of pure electric vehicles, the problem of inaccurate energy consumption and range data in existing technologies is solved, providing more realistic energy consumption and range information under user usage scenarios.
Patent Information
- Application Number
- CN202610065285.X
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2026-01-19
- Publication Date
- 2026-02-17
- Estimated Expiration
- 2046-01-19
AI Technical Summary
Existing technologies cannot fully account for the impact of temperature, driving conditions, and battery level on the energy consumption and range of pure electric vehicles, resulting in significant differences between the actual energy consumption and driving range during user operation and the nominal data, causing user anxiety.
This paper provides a comprehensive energy consumption and range evaluation method. By statistically analyzing vehicle driving information under different travel conditions, defining temperature range and test boundaries, testing basic energy consumption data under different temperature ranges and energy consumption conditions, and combining the usage scenarios, the paper calculates the actual energy consumption and range levels.
It provides energy consumption and battery life information that is closer to users' daily use, reduces the limitations of unified testing methods, and gives more realistic energy consumption and battery life data.
Smart Images

Figure CN121540981A_ABST
Abstract
Description
TECHNICAL FIELD
[0001] The present application relates to the field of new energy vehicle application technology, in particular to a pure electric vehicle comprehensive energy consumption and endurance evaluation method, device, equipment and medium. BACKGROUND
[0002] In recent years, new energy vehicles have developed rapidly. It is crucial to reasonably evaluate the energy consumption and endurance level of pure electric vehicles, which not only provides important performance data reference for consumers to purchase vehicles, but also lays a foundation for the overall energy consumption improvement of the automobile industry.
[0003] At present, the energy consumption and endurance declaration data of domestic pure electric passenger cars are tested according to the national standard GB / T 18386.1-2021. The test condition refers to GB / T 38146.1-2019 Chinese Automobile Driving Cycle Part 1: Light Duty Vehicle, referred to as CLTC condition, and the test temperature is set to 23℃. The energy consumption calculation puts more than 90% of the proportion in the third and fourth hot engine cycles at the end of the test. The discharge capacity of the vehicle battery is cut off when the vehicle cannot follow 100km / h.
[0004] The above test method provides a unified test specification for the energy consumption and endurance declaration of domestic pure electric vehicles, but the test condition, test temperature and vehicle power usage boundary are relatively single, and cannot represent the usage level under the wide temperature range, different conditions and travel habits of domestic users. In the actual vehicle driving process, the high and low temperature limit environment deviating from 23℃ will lead to the increase of vehicle air conditioning power consumption; under the condition of low temperature in winter and even extremely low temperature in northeast China, the battery power will be significantly reduced; the cold state energy consumption data of the vehicle in daily short distance travel is also quite different from the hot state energy consumption level under standard test, and this difference is more obvious in winter; different travel scenarios also lead to certain differences between actual driving conditions and standard conditions; the actual power usage window of users is usually lower than 80% or even 70%. The foregoing factors will all cause a large gap between the actual usage energy consumption and endurance of users and the nominal data, causing complaints and anxiety of users in the actual driving process. SUMMARY
[0005] The technical problem to be solved by the present application is to provide a pure electric vehicle comprehensive energy consumption and endurance evaluation method, device and medium, which can reasonably evaluate the energy consumption and endurance level of pure electric vehicles.
[0006] The technical solution adopted by the present application to solve the technical problem is: a pure electric vehicle comprehensive energy consumption and endurance evaluation method is provided, comprising the following steps:
[0007] Statistical vehicle driving information of users under different travel conditions, and form road spectrum information of different travel conditions;
[0008] determining different temperature range of the energy consumption test, and defining the vehicle test boundary;
[0009] determining the energy consumption test condition and the battery discharge condition based on the road spectrum information of different travel conditions;
[0010] testing the vehicle basic energy consumption data under different temperature ranges and different energy consumption test conditions within the vehicle test boundary;
[0011] testing the actual power level of the vehicle in different power use windows under different temperature ranges and battery discharge conditions;
[0012] According to the travel temperature range proportion, travel condition proportion, travel power use interval and travel time under the actual use scenario input, and combining the vehicle basic energy consumption data under different temperature ranges and different energy consumption test conditions, the vehicle actual use scenario energy consumption is calculated; The vehicle actual use scenario energy consumption includes single temperature zone full condition comprehensive energy consumption level and all year all temperature zone full condition comprehensive energy consumption level;
[0013] According to the actual power level of the vehicle in different power use windows under different temperature ranges and battery discharge conditions and the single temperature zone full condition comprehensive energy consumption level, the range of different temperature use scenarios is calculated.
[0014] The road spectrum information of different travel conditions includes urban condition road spectrum curve, suburban condition road spectrum curve and high speed condition road spectrum curve, wherein the horizontal coordinate of the road spectrum curve is the driving time, the vertical coordinate is the driving speed, and the data interval is 1s.
[0015] The different temperature range includes spring and autumn season range, summer range, ordinary winter range, cold winter range and extremely cold winter range, wherein the temperature interval of the spring and autumn season range is 10℃-30℃; The temperature interval of the summer range is above 30℃; The temperature interval of the ordinary winter range is 0℃-10℃; The temperature interval of the cold winter range is-10℃-0℃; The temperature interval of the extremely cold winter range is below-10℃.
[0016] The vehicle test boundary includes temperature test boundary, power test boundary and air conditioner use condition; The temperature test boundary is specifically: 20℃ is selected as the test temperature in spring and autumn, 35℃ is selected as the test temperature in summer, 5℃ is selected as the test temperature in ordinary winter, -7℃ is selected as the test temperature in cold winter, and -20℃ is selected as the test temperature in extremely cold winter; The power test boundary is 50%-60% state of charge; The air conditioner use condition is that the air conditioner is set to Auto 22℃.
[0017] The energy consumption test conditions include urban cold engine energy consumption test condition, urban hot engine energy consumption test condition, suburban cold engine energy consumption test condition, suburban hot engine energy consumption test condition and high-speed energy consumption test condition; wherein, cold engine represents travel time of no more than 30 minutes, and hot engine represents travel time of more than 30 minutes.
[0018] The calculation method of the single-temperature-zone full-condition comprehensive energy consumption level is as follows:
[0019] ;
[0020] Among them, is the single-temperature-zone full-condition comprehensive energy consumption level, is the single-temperature-zone urban energy consumption, when the input urban single-trip time is no more than 30 minutes, when the urban single-trip time is more than 30 minutes, , is the urban cold engine energy consumption, and are the urban hot engine energy consumptions in the transition state and the hot engine state respectively, , represents rounding up; is the single-temperature-zone suburban energy consumption, when the input suburban single-trip time is no more than 30 minutes, when the suburban single-trip time is more than 30 minutes, ; is the suburban cold engine energy consumption, and are the suburban hot engine energy consumptions in the transition state and the hot engine state respectively, ; is the single-temperature-zone high-speed energy consumption; is the input urban trip condition proportion, is the input suburban trip condition proportion, is the input high-speed trip condition proportion;
[0021] The calculation method of the full-year full-temperature-zone full-condition comprehensive energy consumption level is as follows:
[0022] ;
[0023] Among them, is the full-year full-temperature-zone full-condition comprehensive energy consumption level, is the spring-autumn season full-condition comprehensive energy consumption level, is the summer full-condition comprehensive energy consumption level, is the ordinary winter full-condition comprehensive energy consumption level, The comprehensive energy consumption level in the cold winter season, The comprehensive energy consumption level in the extremely cold winter season, , , , and respectively, the proportion of the input annual travel in spring and autumn, the proportion in summer, the proportion in ordinary winter, the proportion in cold winter and the proportion in extremely cold winter.
[0024] The calculation method of the endurance mileage in the different temperature range use scenarios is: , wherein, , , , and respectively, the endurance mileage in the spring and autumn season, the summer, the ordinary winter, the cold winter and the extremely cold winter use scenarios. The input travel power consumption interval, indicates the actual power level in the input travel power consumption interval in the spring and autumn season, indicates the actual power level in the input travel power consumption interval in the summer, indicates the actual power level in the input travel power consumption interval in the ordinary winter, indicates the actual power level in the input travel power consumption interval in the cold winter, indicates the actual power level in the input travel power consumption interval in the extremely cold winter, The comprehensive energy consumption level in the spring and autumn season, The comprehensive energy consumption level in the summer, The comprehensive energy consumption level in the ordinary winter, The comprehensive energy consumption level in the cold winter, The comprehensive energy consumption level in the extremely cold winter.
[0025] The technical solution adopted by the present application to solve its technical problems is: provide a kind of pure electric vehicle comprehensive energy consumption and the evaluation device of endurance, comprising:
[0026] Statistical module, for the vehicle driving information of user in different travel conditions is counted, and the road profile information of different travel conditions is formed;
[0027] First determining module, for determining the different temperature range of energy consumption test, and defining vehicle test boundary;
[0028] Second determining module, for determining energy consumption test condition and battery discharge condition based on the road profile information of different travel conditions;
[0029] The first test module is configured for testing vehicle basic energy consumption data under different temperature ranges and different energy consumption test conditions within the vehicle test boundary.
[0030] The second test module is configured for testing actual battery power levels of different power usage windows of the vehicle under different temperature ranges and battery discharge conditions.
[0031] The first calculation module is configured for calculating vehicle actual usage scenario energy consumption according to trip temperature range proportion, trip condition proportion, trip power usage interval and trip time under actual usage scenario input conditions, and combining vehicle basic energy consumption data under different temperature ranges and different energy consumption test conditions.
[0032] The second calculation module is configured for calculating the range under different temperature usage scenarios according to actual battery power levels of different power usage windows of the vehicle under different temperature ranges and battery discharge conditions and single-temperature-zone full-condition comprehensive energy consumption levels.
[0033] The technical solution adopted by the present application to solve its technical problems is to provide an electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the steps of the pure electric vehicle comprehensive energy consumption and range evaluation method described above.
[0034] The technical solution adopted by the present application to solve its technical problems is to provide a computer-readable storage medium having a computer program stored thereon, wherein the computer program is executed by a processor to implement the steps of the pure electric vehicle comprehensive energy consumption and range evaluation method described above.
[0035] Advantages
[0036] Compared with the prior art, the present application has the following advantages and positive effects: the present application comprehensively considers factors affecting the energy consumption and range level of a pure electric vehicle, provides basic energy consumption and basic battery power levels under different temperatures, different driving conditions, different trip times and different power intervals, users can input conditions, temperatures and power usage intervals according to their daily usage, obtain energy consumption and range levels closer to daily usage, reduce the limitations of the existing unified test method, and provide users with more realistic and comprehensive energy consumption and range information. BRIEF DESCRIPTION OF DRAWINGS
[0037] Figure 1 is a flowchart of the pure electric vehicle comprehensive energy consumption and range evaluation method of the first embodiment of the present application. DETAILED DESCRIPTION
[0038] The application will be further described in connection with the specific embodiments. It should be understood that these embodiments are only used to illustrate but not to limit the scope of the application. Furthermore, it should be understood that after reading the content of the present application, those skilled in the art can make various modifications or changes to the application, and these equivalent forms also fall within the scope defined by the appended claims.
[0039] The first embodiment of the present application relates to a method for evaluating the comprehensive energy consumption and the cruising range of a pure electric vehicle, as shown in the following steps: Figure 1
[0040] Step 1, collect the vehicle driving information of the user under different travel conditions, and form the road spectrum information of different travel conditions.
[0041] In this step, the travel conditions are divided into urban travel conditions, suburban travel conditions and high-speed travel conditions according to the differences of the travel conditions. The vehicle driving information of the user under each travel condition is collected, including travel time, travel distance, travel speed, battery power usage interval, annual travel temperature, etc., and the data collection frequency is not less than 10Hz. According to the information collected under each travel condition, the universal urban condition road spectrum curve, the suburban condition road spectrum curve and the high-speed condition road spectrum curve are formed; wherein the horizontal coordinate of the road spectrum curve is the travel time t (unit: s), the vertical coordinate is the travel speed v (unit: km / h), and the data interval is 1s.
[0042] Step 2, determine the different temperature range of energy consumption test, and define the vehicle test boundary.
[0043] In this step, according to the influence degree of temperature on energy consumption, it is divided into five temperature ranges, which are: spring and autumn season range, summer season range, ordinary winter season range, cold winter season range and extremely cold winter season range. In this embodiment, the temperature interval of the spring and autumn season range is 10℃~30℃, i.e. [10℃, 30℃); the temperature interval of the summer season range is 30℃ or more, i.e. [30℃, +∞); the temperature interval of the ordinary winter season range is 0℃~10℃, i.e. [0℃, 10℃); the temperature interval of the cold winter season range is -10℃~0℃, i.e. [﹣10℃, 0℃); and the temperature interval of the extremely cold winter season range is -10℃ or less, i.e. (﹣∞, ﹣10℃).
[0044] The vehicle test boundary in this step includes the temperature test boundary, the power test boundary and the air conditioner usage.
[0045] Temperature test boundary: In order to simplify the test process, the representative temperature points in each temperature range are selected as the test energy consumption benchmark. 20°C is selected as the test temperature in spring and autumn, 35°C is selected as the test temperature in summer, 5°C is selected as the test temperature in ordinary winter, -7°C is selected as the test temperature in cold winter, and -20°C is selected as the test temperature in extremely cold winter.
[0046] Vehicle power test boundary: The vehicle test power range is selected as the state of charge range of 50% to 60% (the battery recycling ability is limited when the power is too high, and the power is limited when the power is too low).
[0047] Vehicle air conditioner usage: Considering the actual user scenario, the air conditioner is kept on in the full temperature range of the test specification, and the air conditioner is set to Auto 22°C. Before the test starts, the vehicle is charged to the required power and immersed for 12 hours.
[0048] Step 3: Determine the energy consumption test condition and battery discharge condition based on the road spectrum information of different travel conditions.
[0049] Since the actual user travel time is different, this embodiment defines less than 30 minutes as a cold driving state, and more than 30 minutes as a hot driving condition. In actual contact, the high-speed condition scenario is almost a hot engine condition. In order to fully test the cold and hot energy consumption data of the vehicle under different conditions, two test road spectrums of urban and suburban areas are developed. Since the high-speed condition only carries out hot state test, the high-speed condition test is placed after the urban hot engine condition. The urban condition test cycle consists of three urban cycles and one high-speed cycle. Among them, the first urban cycle represents the energy consumption level of the vehicle under cold state, which means the urban cold engine energy consumption test condition; the second urban cycle represents the energy consumption level of the vehicle under hot engine transition state, and the third urban cycle represents the energy consumption level of the vehicle under hot engine state. The second urban cycle and the third urban cycle mean the urban hot engine energy consumption test condition, and the vehicle energy consumption is equal to the total energy consumption of the energy storage device / the hub travel mileage; the high-speed cycle represents the energy consumption level of the vehicle under high-speed state, which means the high-speed energy consumption test condition. Similarly, the suburban condition test consists of three suburban cycles. The first suburban cycle represents the energy consumption level of the vehicle under cold state, which means the suburban cold engine energy consumption test condition; the second suburban cycle represents the energy consumption level of the vehicle under hot engine transition state, and the third suburban cycle represents the energy consumption level of the vehicle under hot engine state. The second suburban cycle and the third suburban cycle mean the suburban hot engine energy consumption test condition. In order to quickly discharge and shorten the test period, the discharge condition in this embodiment adopts constant speed 100km / h; before discharging, the vehicle is immersed in the test temperature environment for 12h to 15h to ensure that the vehicle battery temperature, oil temperature, and water temperature are consistent with the test environment.
[0050] Step 4, test the vehicle basic energy consumption data in the different temperature ranges and different energy consumption test conditions within the vehicle test boundary, and obtain the basic energy consumption data as shown in Table 1. All energy consumption data is in units of kW.h / 100km, and the results are rounded to two decimal places.
[0051] Table 1 Basic energy consumption data table
[0052]
[0053] Step 5, test the actual power level of the vehicle in different power usage windows in the different temperature ranges and battery discharge conditions.
[0054] The power level is based on the state of charge (SOC) level displayed on the vehicle instrument or entertainment screen. Each 10% interval is recorded as a node, and the test is stopped when the displayed SOC is 0. Therefore, the basic battery power data obtained after completing the test is shown in Table 2. All test power is in units of kW.h, and the results are rounded to two decimal places.
[0055] Table 2 Basic battery power data table
[0056]
[0057] Step 6, calculate the vehicle actual usage scenario energy consumption based on the travel temperature range proportion, travel condition proportion, travel power usage interval, and travel time in the actual usage scenario input, and combine the vehicle basic energy consumption data in the different temperature ranges and different energy consumption test conditions. The vehicle actual usage scenario energy consumption includes single-temperature-zone full-condition comprehensive energy consumption level and all-year all-temperature-zone full-condition comprehensive energy consumption level.
[0058] In this step, the travel temperature range proportion, travel condition proportion, travel power usage interval, and travel time in the actual usage scenario input are as shown in Table 3.
[0059] Table 3 Usage scenario input table
[0060]
[0061] Calculate the vehicle actual usage scenario energy consumption:
[0062] Single-temperature-zone urban energy consumption: for the above-mentioned single-travel time in urban area less than 30 min, the single-temperature-zone urban energy consumption refers to the urban cold-state condition energy consumption level, i.e. ; for travel time more than 30 min, calculate , , which means rounding up, and the calculation method of single-temperature-zone urban energy consumption is: .
[0063] Single-temperature-zone suburban energy consumption: for the above-mentioned suburban daily single-trip time less than 30 min, the single-temperature-zone suburban energy consumption is referred to the suburban cold-state working condition energy consumption level, i.e. ; for the suburban daily single-trip time greater than 30 min, calculate , and the calculation method of the single-temperature-zone suburban energy consumption is: .
[0064] Single-temperature-zone highway energy consumption: the basic energy consumption according to the actual scene test, i.e. .
[0065] The calculation method of the single-temperature-zone full working condition comprehensive energy consumption level is:
[0066] ;
[0067] wherein, is the single-temperature-zone full working condition comprehensive energy consumption level.
[0068] The calculation method of the full-year full-temperature-zone full working condition comprehensive energy consumption level is:
[0069] ;
[0070] wherein, is the full-year full-temperature-zone full working condition comprehensive energy consumption level, is the spring-autumn season full working condition comprehensive energy consumption level, is the summer full working condition comprehensive energy consumption level, is the ordinary winter full working condition comprehensive energy consumption level, is the cold winter full working condition comprehensive energy consumption level, is the extremely cold winter full working condition comprehensive energy consumption level.
[0071] Step 7, according to the different temperature zone ranges and the actual energy levels of the vehicle in different energy use windows under the battery discharge working condition and the single-temperature-zone full working condition comprehensive energy consumption level, the range of different temperature zone use scenarios is calculated.
[0072] In this step, according to the input travel energy use interval , the actual energy use is extracted from the foregoing discharge amount basic data; represents the actual energy level in the spring-autumn season under the input travel energy use interval, represents the actual energy level in the summer under the input travel energy use interval, represents the actual energy level in the ordinary winter under the input travel energy use interval, represents the actual power level in the cold winter season under the input travel power usage interval, represents the actual power level in the extremely cold winter season under the input travel power usage interval.
[0073] The endurance mileage calculation formula under different temperature domain usage scenarios is:
[0074] ;
[0075] wherein, , , , and are the endurance mileage under the spring and autumn season, summer, ordinary winter, cold winter and extremely cold winter usage scenarios respectively, is the spring and autumn season full working condition comprehensive energy consumption level, is the summer full working condition comprehensive energy consumption level, is the ordinary winter full working condition comprehensive energy consumption level, is the cold winter full working condition comprehensive energy consumption level, is the extremely cold winter full working condition comprehensive energy consumption level.
[0076] It is not difficult to find that the present application comprehensively considers the factors affecting the energy consumption and endurance level of the pure electric vehicle, and gives the basic energy consumption and basic battery power level under different temperatures, different driving conditions, different travel times and different power intervals. Users can input the working condition, temperature and power usage interval according to their daily use, obtain the energy consumption and endurance level closer to daily use, reduce the limitations of the existing unified test method boundary, and provide more real and comprehensive energy consumption and endurance information for users.
[0077] The second embodiment of the present application relates to a pure electric vehicle comprehensive energy consumption and endurance evaluation device, comprising:
[0078] A statistical module is configured to statistically analyze vehicle driving information of users under different travel conditions and form road spectrum information under different travel conditions.
[0079] A first determination module is configured to determine different temperature domain ranges for energy consumption testing and define vehicle testing boundaries.
[0080] A second determination module is configured to determine energy consumption test conditions and battery discharge conditions based on road spectrum information under different travel conditions.
[0081] A first test module is configured to test vehicle basic energy consumption data under different temperature domain ranges and different energy consumption test conditions within the vehicle testing boundaries.
[0082] a second test module, configured to test actual electricity levels of different electricity usage windows of the vehicle under different temperature range and battery discharge conditions;
[0083] a first calculation module, configured to calculate vehicle actual usage scenario energy consumption according to trip temperature range proportion, trip condition proportion, trip electricity usage interval and trip time in an actual usage scenario input, and in combination with vehicle basic energy consumption data under different temperature range and different energy consumption test conditions; the vehicle actual usage scenario energy consumption includes single-temperature-zone full-condition comprehensive energy consumption level and all-year all-temperature-zone full-condition comprehensive energy consumption level;
[0084] a second calculation module, configured to calculate a range under different temperature range usage scenarios according to actual electricity levels of different electricity usage windows of the vehicle under different temperature range and battery discharge conditions and single-temperature-zone full-condition comprehensive energy consumption level.
[0085] The road spectrum information of the different trip conditions includes an urban area condition road spectrum curve, a suburban area condition road spectrum curve and a high-speed condition road spectrum curve, wherein the abscissa of the road spectrum curve is driving time, the ordinate is driving speed, and the data interval is 1s.
[0086] The different temperature range includes a spring-autumn season range, a summer range, a general winter range, a cold winter range and an extremely cold winter range, wherein the temperature interval of the spring-autumn season range is 10-30℃; the temperature interval of the summer range is above 30℃; the temperature interval of the general winter range is 0-10℃; the temperature interval of the cold winter range is -10-0℃; and the temperature interval of the extremely cold winter range is below -10℃.
[0087] The vehicle test boundary includes a temperature test boundary, an electricity test boundary and an air conditioner usage; the temperature test boundary is specifically: 20℃ is selected as the test temperature in spring-autumn season, 35℃ is selected as the test temperature in summer, 5℃ is selected as the test temperature in general winter, -7℃ is selected as the test temperature in cold winter, and -20℃ is selected as the test temperature in extremely cold winter; the electricity test boundary is 50%-60% state of charge; and the air conditioner usage is that the air conditioner is set to Auto 22℃.
[0088] The energy consumption test condition includes an urban area cold engine energy consumption test condition, an urban area hot engine energy consumption test condition, a suburban area cold engine energy consumption test condition, a suburban area hot engine energy consumption test condition and a high-speed energy consumption test condition; wherein cold engine represents a trip time of no more than 30min, and hot engine represents a trip time of more than 30min.
[0089] The first calculation module calculates the single-temperature-zone full-condition comprehensive energy consumption level by calculating the single-temperature-zone full-condition comprehensive energy consumption level, wherein, is a single-temperature-zone full-working-condition comprehensive energy consumption level, is a single-temperature-zone urban energy consumption, when the input urban single-trip time does not exceed 30 min, , when the urban single-trip time exceeds 30 min, , is an urban cold-machine energy consumption, and are urban hot-machine energy consumptions in a transition state and a hot-machine state respectively, , represents rounding up; is a single-temperature-zone suburban energy consumption, when the suburban single-trip time does not exceed 30 min, , when the suburban single-trip time exceeds 30 min, ; is a suburban cold-machine energy consumption, and are suburban hot-machine energy consumptions in a transition state and a hot-machine state respectively, ; is a single-temperature-zone high-speed energy consumption; is an input urban trip working condition proportion, is an input suburban trip working condition proportion, is an input high-speed trip working condition proportion;
[0090] The first calculation module calculates a full-year full-temperature-zone full-working-condition comprehensive energy consumption level by , wherein, is the full-year full-temperature-zone full-working-condition comprehensive energy consumption level, is a spring-autumn season full-working-condition comprehensive energy consumption level, is a summer full-working-condition comprehensive energy consumption level, is a normal winter full-working-condition comprehensive energy consumption level, is a cold winter full-working-condition comprehensive energy consumption level, is an extremely cold winter full-working-condition comprehensive energy consumption level, , , , and are input full-year trip spring-autumn season proportions, summer proportions, normal winter proportions, cold winter proportions and extremely cold winter proportions respectively.
[0091] The second calculation module calculates a range under different temperature-zone use scenarios by , wherein, , , , and are the ranges of the cruising mileage in the spring and autumn season, summer, general winter, cold winter and extremely cold winter, respectively; is the input range of the travel electricity consumption, represents the actual electricity level in the spring and autumn season under the input range of the travel electricity consumption, represents the actual electricity level in the summer under the input range of the travel electricity consumption, represents the actual electricity level in the general winter under the input range of the travel electricity consumption, represents the actual electricity level in the cold winter under the input range of the travel electricity consumption, represents the actual electricity level in the extremely cold winter under the input range of the travel electricity consumption, is the comprehensive energy consumption level in the spring and autumn season, is the comprehensive energy consumption level in the summer, is the comprehensive energy consumption level in the general winter, is the comprehensive energy consumption level in the cold winter, is the comprehensive energy consumption level in the extremely cold winter.
[0092] The third embodiment of the present application relates to an electronic device, comprising a memory, a processor and a computer program stored in the memory and executable on the processor, wherein the processor implements the steps of the method for evaluating the comprehensive energy consumption and the cruising of the pure electric vehicle according to the first embodiment when executing the computer program.
[0093] The fourth embodiment of the present application relates to a computer readable storage medium, which stores a computer program, wherein the computer program implements the steps of the method for evaluating the comprehensive energy consumption and the cruising of the pure electric vehicle according to the first embodiment when executed by a processor.
[0094] Those skilled in the art should understand that the embodiments of the present application can be provided as a method, a system or a computer program product. Therefore, the present application can be in the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Moreover, the present application can be in the form of a computer program product implemented on one or more computer usable storage media (including but not limited to magnetic disk storage and optical storage, etc.) containing computer usable program code.
[0095] The computer program instructions can also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer-implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart or flowsheet block or blocks. Figure 1 one or more flowcharts and / or blocks Figure 1 means for functionally implementing the steps listed in the flowchart
[0096] The computer program instructions can also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer-implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart or flowsheet block or blocks. Figure 1 one or more flowcharts and / or blocks Figure 1 means for functionally implementing the steps listed in the flowchart
[0097] The computer program instructions can also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer-implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart or flowsheet block or blocks. Figure 1 one or more flowcharts and / or blocks Figure 1 means for functionally implementing the steps listed in the flowchart
[0098] The above description is only specific implementation of the present application, but the protection scope of the present application is not limited to this. Any person skilled in the art can easily think of changes or replacements within the technical range disclosed by the present application, which should be covered by the protection scope of the present application. Therefore, the protection scope of the present application should be subject to the protection scope of the claims.
Claims
1. A method for evaluating the comprehensive energy consumption and the cruising range of a pure electric vehicle, characterized in that, The method comprises the following steps: statistically counting vehicle driving information of users under different travel conditions and forming road spectrum information of different travel conditions; determining different temperature range ranges for energy consumption testing and defining vehicle testing boundaries; determining energy consumption test conditions and battery discharge conditions based on the road spectrum information of different travel conditions; testing vehicle basic energy consumption data under different temperature range ranges and different energy consumption test conditions within the vehicle testing boundaries; testing actual power levels of different power usage windows of the vehicle under the different temperature range ranges and the battery discharge conditions; calculating vehicle actual usage scenario energy consumption according to travel temperature range proportions, travel condition proportions, travel power usage intervals and travel times under actual usage scenarios, in combination with the vehicle basic energy consumption data under the different temperature range ranges and the different energy consumption test conditions; the vehicle actual usage scenario energy consumption comprises single-temperature-zone full-condition comprehensive energy consumption levels and all-year all-temperature-zone full-condition comprehensive energy consumption levels; calculating the cruising ranges under different temperature range usage scenarios according to the actual power levels of different power usage windows of the vehicle under the different temperature range ranges and the battery discharge conditions and the single-temperature-zone full-condition comprehensive energy consumption levels.
2. The method according to claim 1, wherein, The road spectrum information of different travel conditions comprises urban area condition road spectrum curves, suburban area condition road spectrum curves and high-speed condition road spectrum curves, wherein the abscissa of the road spectrum curves is driving time, the ordinate is driving speed, and the data interval is 1s.
3. The method of claim 1, wherein the method further comprises: The different temperature range ranges comprise spring and autumn season area ranges, summer season area ranges, ordinary winter season area ranges, cold winter season area ranges and extremely cold winter season area ranges, wherein the temperature interval of the spring and autumn season area ranges is 10-30℃; the temperature interval of the summer season area ranges is above 30℃; the temperature interval of the ordinary winter season area ranges is 0-10℃; the temperature interval of the cold winter season area ranges is -10-0℃; and the temperature interval of the extremely cold winter season area ranges is below -10℃.
4. The method of claim 1, wherein the method further comprises: The vehicle testing boundaries comprise temperature testing boundaries, power testing boundaries and air conditioner usage conditions; the temperature testing boundaries are specifically: 20℃ is selected as the testing temperature in spring and autumn, 35℃ is selected as the testing temperature in summer, 5℃ is selected as the testing temperature in ordinary winter, -7℃ is selected as the testing temperature in cold winter, and -20℃ is selected as the testing temperature in extremely cold winter; the power testing boundaries are 50%-60% state of charge; and the air conditioner usage conditions are that the air conditioner is set to Auto 22℃.
5. The method of claim 1, wherein the method further comprises: The energy consumption test conditions comprise urban area cold engine energy consumption test conditions, urban area hot engine energy consumption test conditions, suburban area cold engine energy consumption test conditions, suburban area hot engine energy consumption test conditions and high-speed energy consumption test conditions; wherein cold engine represents travel time of no more than 30min, and hot engine represents travel time of more than 30min.
6. The method of claim 1, wherein the method further comprises: The calculation method of the single-temperature-zone full-condition comprehensive energy consumption levels is: ; wherein, is the single-temperature-zone full-working-condition comprehensive energy consumption level, is the single-temperature-zone urban energy consumption, when the input single-trip travel time in the urban area does not exceed 30 min, when the single-trip travel time in the urban area exceeds 30 min, , is the urban cold-machine energy consumption, and are the urban hot-machine energy consumptions in the transition state and the hot-machine state, respectively, , denotes rounding up; is the single-temperature-zone suburban energy consumption, when the input single-trip travel time in the suburban area does not exceed 30 min, when the single-trip travel time in the suburban area exceeds 30 min, ; is the suburban cold-machine energy consumption, and are the suburban hot-machine energy consumptions in the transition state and the hot-machine state, respectively, ; is the single-temperature-zone high-speed energy consumption; is the input proportion of the urban travel working condition, is the input proportion of the suburban travel working condition, is the input proportion of the high-speed travel working condition; The calculation method of the all-year all-temperature-zone full-condition comprehensive energy consumption levels is: ; wherein, is the comprehensive energy consumption level in all-year-round, all-temperature zones and all working conditions, is the comprehensive energy consumption level in spring and autumn seasons and all working conditions, is the comprehensive energy consumption level in summer and all working conditions, is the comprehensive energy consumption level in ordinary winter and all working conditions, is the comprehensive energy consumption level in cold winter and all working conditions, is the comprehensive energy consumption level in extremely cold winter and all working conditions, , , , and are the proportions of the inputted all-year-round travel, spring and autumn seasons, summer, ordinary winter, cold winter and extremely cold winter, respectively.
7. The method of claim 1, wherein the method further comprises: The calculation method of the endurance mileage in different temperature scenarios is: wherein, , , , and are the endurance mileage in spring and autumn season, summer, ordinary winter, cold winter and extremely cold winter scenarios respectively; is the input travel electricity consumption interval, represents the actual electricity level in spring and autumn season under the input travel electricity consumption interval, represents the actual electricity level in summer under the input travel electricity consumption interval, represents the actual electricity level in ordinary winter under the input travel electricity consumption interval, represents the actual electricity level in cold winter under the input travel electricity consumption interval, represents the actual electricity level in extremely cold winter under the input travel electricity consumption interval, is the spring and autumn season full-condition comprehensive energy consumption level, is the summer full-condition comprehensive energy consumption level, is the ordinary winter full-condition comprehensive energy consumption level, is the cold winter full-condition comprehensive energy consumption level, is the extremely cold winter full-condition comprehensive energy consumption level.
8. An evaluation device for the overall energy consumption and the range of a pure electric vehicle, characterized in that The method comprises the following steps: The statistical module is configured to statistically count vehicle driving information of users under different travel conditions and form road spectrum information of different travel conditions; The first determination module is configured to determine different temperature range ranges for energy consumption testing and define vehicle testing boundaries; A second determining module is configured to determine the energy consumption test condition and the battery discharge condition based on the road spectrum information of different travel conditions; A first test module is configured to test the vehicle basic energy consumption data under different temperature range and different energy consumption test conditions within the vehicle test boundary; A second test module is configured to test the actual electricity level of different electricity usage windows of the vehicle under different temperature range and battery discharge conditions; A first calculating module is configured to calculate the vehicle actual usage scenario energy consumption according to the travel temperature range proportion, travel condition proportion, travel electricity usage interval and travel time under actual usage scenario input conditions, and in combination with the vehicle basic energy consumption data under different temperature range and different energy consumption test conditions; the vehicle actual usage scenario energy consumption includes single-temperature-zone full-condition comprehensive energy consumption level and full-year full-temperature-zone full-condition comprehensive energy consumption level; A second calculating module is configured to calculate the range under different temperature range usage scenarios according to the actual electricity level of different electricity usage windows of the vehicle under different temperature range and battery discharge conditions and the single-temperature-zone full-condition comprehensive energy consumption level.
9. An electronic device comprising a memory, a processor, and a computer program stored on the memory and executable on the processor, characterized in that, The processor executes the computer program to realize the steps of the pure electric vehicle comprehensive energy consumption and range evaluation method in any one of claims 1-7.
10. A computer-readable storage medium having stored thereon a computer program, characterized in that, The computer program is executed by the processor to realize the steps of the pure electric vehicle comprehensive energy consumption and range evaluation method in any one of claims 1-7.
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