Vehicle gear working condition analysis method, device, equipment, medium and product
By acquiring basic vehicle data and operational data, the transmission type and driving status are determined, and the gear ratio and engine speed change during gear shifts are calculated. This solves the problem of energy consumption during gear shifts that cannot be analyzed in existing technologies, and enables more precise energy management.
Patent Information
- Application Number
- CN202310145594.4
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2023-02-21
- Publication Date
- 2025-11-25
- Estimated Expiration
- 2043-02-21
AI Technical Summary
Existing gear shift analysis methods cannot analyze the working conditions during gear shifting, resulting in an inability to effectively save energy consumption during gear shifting.
By acquiring basic vehicle data and operating data, the transmission type and driving status are determined, and the gear ratio and engine speed change during gear changes are calculated, thereby conducting gear condition analysis.
It enables detailed analysis of operating conditions during gear changes, improving the accuracy and efficiency of energy consumption management.
Smart Images

Figure CN116292884B_ABST
Abstract
Description
TECHNICAL FIELD
[0001] The present application relates to the Internet of Vehicles big data technical field, in particular to a vehicle gear working condition analysis method and device, computer equipment, storage medium and computer program product. BACKGROUND
[0002] With the development of commercial vehicle industry, in order to ensure the safety of vehicle driving process and reduce energy consumption in the process of gear shifting, the host factory pays more and more attention to the analysis of vehicle gear working condition.
[0003] The existing gear working condition analysis method is based on the basic knowledge of vehicle dynamics, and analyzes the situation of the vehicle in a certain gear according to the related vehicle data in the vehicle CAN bus, but this method cannot analyze the working condition in the process of gear changing, so it cannot save energy consumption in the process of gear shifting according to the related data in the process of gear changing. SUMMARY
[0004] Therefore, it is necessary to provide a vehicle gear working condition analysis method and device, computer equipment, computer readable storage medium and computer program product which can analyze the working condition in the process of gear changing.
[0005] In a first aspect, the present application provides a vehicle gear working condition analysis method, which comprises:
[0006] Obtaining vehicle basic data and vehicle running data, wherein the vehicle basic data comprises gearbox type, drive axle speed ratio and tire rolling radius, and the vehicle running data comprises engine speed, vehicle speed, torque percentage and throttle opening degree;
[0007] Obtaining vehicle driving state, and determining first vehicle gear according to the gearbox type and the vehicle driving state, wherein the gearbox type comprises manual gearbox and electric control mechanical automatic gearbox, and the vehicle driving state comprises vehicle gear normal driving, vehicle gear sliding, vehicle reverse and vehicle neutral sliding;
[0008] Obtaining gear changing time and engine speed change value corresponding to the gear changing time, and determining second vehicle gear after gear changing according to the first vehicle gear and the engine speed change value;
[0009] According to the first vehicle gear and the second vehicle gear, the vehicle is analyzed in gear working condition.
[0010] In one embodiment, the first vehicle gear is determined according to the gearbox type and the vehicle driving state, comprising:
[0011] If the gearbox type is a manual gearbox and the vehicle driving state is the vehicle driving with gears normally, according to the engine speed, the vehicle speed, the drive axle speed ratio and the tire rolling radius, a gear ratio is calculated, and according to the gear ratio, the first vehicle gear is determined.
[0012] If the gearbox type is the electrically controlled mechanical automatic gearbox and the vehicle driving state is the vehicle driving with gears normally, a gear signal flag is obtained, and according to the gear signal flag, the first vehicle gear is determined.
[0013] In one of the embodiments, the obtaining of the vehicle driving state comprises:
[0014] It is judged whether the vehicle meets preset conditions for driving with gears, and the preset conditions for driving with gears include that the vehicle speed is greater than a first preset vehicle speed, the engine speed is greater than a preset engine speed, the torque percentage is a preset torque percentage, and the accelerator opening degree is a preset accelerator opening degree.
[0015] If the vehicle meets all the preset conditions for driving with gears, it is determined that the vehicle driving state is the vehicle driving with gears.
[0016] In one of the embodiments, the obtaining of the vehicle driving state further comprises:
[0017] It is judged whether the vehicle meets preset conditions for driving with gears, and the preset conditions for driving with gears include that the vehicle speed is greater than a first preset vehicle speed, the engine speed is greater than a preset engine speed, the torque percentage is a preset torque percentage, and the accelerator opening degree is a preset accelerator opening degree.
[0018] If the vehicle meets all the preset conditions for driving with gears, it is determined that the vehicle driving state is the vehicle driving with gears.
[0019] In one of the embodiments, the gear condition analysis of the vehicle according to the first vehicle gear and the second vehicle gear comprises:
[0020] The driving mileage, driving time length and fuel consumption of the vehicle in the first vehicle gear are obtained, and the total driving mileage and total driving time length in the vehicle driving process are obtained;
[0021] The mileage ratio is determined according to the driving mileage and the total driving mileage, the time length ratio is determined according to the driving time length and the total driving time length, and the average fuel consumption is determined according to the fuel consumption and the driving mileage;
[0022] The gear condition analysis of the vehicle is performed according to the first vehicle gear, the vehicle speed, the engine speed, the mileage ratio, the time length ratio and the average fuel consumption.
[0023] In one embodiment, the step of performing gear condition analysis on the vehicle based on the first vehicle gear and the second vehicle gear further includes:
[0024] The vehicle operation data changes during the process of changing the vehicle from the first vehicle gear to the second vehicle gear are obtained. The changes in vehicle operation data include changes in vehicle speed, engine speed, throttle opening, torque, and vehicle gradeability.
[0025] Based on the changes in all vehicle operating data, a gear condition analysis is performed on the vehicle.
[0026] Secondly, this application also provides a vehicle gear condition analysis device, the device comprising:
[0027] The first acquisition module is used to acquire basic vehicle data and vehicle operation data. The basic vehicle data includes the transmission type, drive axle ratio and tire rolling radius. The vehicle operation data includes engine speed, vehicle speed, torque percentage and throttle opening.
[0028] The second acquisition module is used to acquire the vehicle driving status and determine the first vehicle gear according to the transmission type and the vehicle driving status. The transmission type includes a manual transmission and an electromechanical automatic transmission. The vehicle driving status includes normal driving in gear, coasting in gear, reversing, and coasting in neutral.
[0029] The third acquisition module is used to acquire the time of gear change and the engine speed change value corresponding to the time of gear change, and to determine the second vehicle gear after the gear change based on the first vehicle gear and the engine speed change value.
[0030] The operating condition analysis module is used to perform gear operating condition analysis on the vehicle based on the gear position of the first vehicle and the gear position of the second vehicle.
[0031] Thirdly, this application also provides a computer device. The computer device includes a memory and a processor, the memory storing a computer program, and the processor executing the computer program to implement the steps of the methods in any of the above embodiments.
[0032] Fourthly, this application also provides a computer-readable storage medium. The computer-readable storage medium stores a computer program thereon, which, when executed by a processor, implements the steps of the methods in any of the above embodiments.
[0033] Fifthly, this application also provides a computer program product. The computer program product includes a computer program that, when executed by a processor, implements the steps of the methods in any of the above embodiments.
[0034] The aforementioned vehicle gear shift condition analysis method, apparatus, computer equipment, storage medium, and computer program product first acquire basic vehicle data and vehicle operating data. The basic vehicle data includes the transmission type, drive axle ratio, and tire rolling radius. The vehicle operating data includes engine speed, vehicle speed, torque percentage, and throttle opening. Then, the vehicle's driving state is acquired, and based on the transmission type and driving state, the first vehicle gear is determined. The transmission type includes manual transmissions and electromechanical automatic transmissions. The driving state includes normal driving in gear, coasting in gear, reversing, and coasting in neutral. Next, the moment of gear shift change and the corresponding engine speed change value are acquired. Based on the first vehicle gear and the engine speed change value, the second vehicle gear after the gear shift is determined. Finally, based on the first and second vehicle gears, a gear shift condition analysis is performed. The method provided in this application performs gear shift condition analysis based on the first vehicle gear before the gear shift and the second vehicle gear after the gear shift, enabling analysis of the operating conditions during the gear shift process. Attached Figure Description
[0035] Figure 1 This is a diagram illustrating the application environment of a vehicle gear condition analysis method in one embodiment.
[0036] Figure 2 This is a flowchart illustrating a vehicle gear condition analysis method in one embodiment;
[0037] Figure 3 This is a flowchart illustrating a method for determining the gear position of a first vehicle in one embodiment;
[0038] Figure 4 This is a bar chart showing the average fuel consumption for each gear in one embodiment.
[0039] Figure 5 This is a bar chart showing the changes in throttle opening in one embodiment;
[0040] Figure 6 This is a structural block diagram of a vehicle gear condition analysis device in one embodiment;
[0041] Figure 7 This is an internal structural diagram of a computer device in one embodiment. Detailed Implementation
[0042] To make the objectives, technical solutions, and advantages of this application clearer, the following detailed description is provided in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are merely illustrative and not intended to limit the scope of this application.
[0043] The vehicle gear condition analysis method provided in this application embodiment can be applied to, for example... Figure 1 The application environment shown above includes a terminal 102 and a vehicle 104. Specifically, the terminal 102 first acquires the vehicle's basic data, vehicle operation data, and vehicle driving status. Based on the transmission type and vehicle driving status, it determines the first vehicle gear. Then, the terminal 102 acquires the gear change time and the corresponding engine speed change value of the vehicle 104. Based on the first vehicle gear and the engine speed change value, it determines the second vehicle gear after the gear change. Finally, the terminal 102 performs a gear condition analysis on the vehicle 104 based on the first and second vehicle gears.
[0044] In one embodiment, such as Figure 2 As shown, a method for analyzing vehicle gear operating conditions is provided, which can be applied to... Figure 1 Taking the terminal in the example, the explanation includes the following steps:
[0045] S202. Obtain basic vehicle data and vehicle operation data. Basic vehicle data includes transmission type, drive axle ratio, and tire rolling radius. Vehicle operation data includes engine speed, vehicle speed, torque percentage, and throttle opening.
[0046] The basic vehicle data is obtained from the basic vehicle information database. The terminal creates the basic vehicle information database by integrating the MES system (Manufacturing Execution System), ERP system (Enterprise Resource Planning), and related business-side databases. The basic vehicle information database is stored in Hive and is updated as the vehicle data is updated.
[0047] Vehicle operation data is stored in a Hive database and is collected by the vehicle network during the target time period. After the terminal obtains the vehicle operation data, it groups the data according to the vehicle chassis number and performs data cleaning on the grouped data. The data cleaning includes removing null values, converting field formats, escaping fields, and filtering data.
[0048] After acquiring basic vehicle data and vehicle operation data, the terminal will correct and thoroughly clean the vehicle speed signal based on the characteristics of vehicle network data quality and gear calculation services, and add three fields—mileage, time, and fuel consumption—to the data using the following formula: In the formula, mile is the distance (km), time is the time (h), fuel is the fuel consumption (L), v is the corrected speed, f is the sampling frequency, and fu is the instantaneous fuel consumption.
[0049] S204. Obtain the vehicle's driving status and determine the first vehicle gear based on the transmission type and the vehicle's driving status. The transmission type includes manual transmissions and electromechanical automatic transmissions. The vehicle's driving status includes normal driving in gear, coasting in gear, reversing, and coasting in neutral.
[0050] The terminal determines the vehicle's basic data based on the vehicle chassis number and confirms the data's validity. If the vehicle's basic data is missing, it searches for valid vehicle basic data for a vehicle with the same model in the vehicle basic information database and replaces the missing vehicle basic data with the valid vehicle basic data. Then, it determines the transmission type based on the vehicle's basic data. The transmission type includes manual transmissions and electromechanical automatic transmissions. After determining the transmission type, the terminal determines the first vehicle gear based on the vehicle's driving status.
[0051] If the transmission type is manual and the vehicle is in normal driving mode with gears engaged, the gear ratios can be calculated using the following formula:
[0052]
[0053] In the formula, n is the engine speed, v is the vehicle speed, and i o For the drive axle speed ratio, x i is the gear ratio of the transmission, and r is the tire rolling radius.
[0054] After determining the vehicle's gear ratios, the first gear is determined according to the following inequality:
[0055]
[0056] In the formula, This is the lower limit of the speed ratio for the i-th gear. This represents the upper limit of the speed ratio in the i-th gear. α: Gearbox constant speed ratio range, x i : The gear ratio of the i-th gear, x i+1 : Gear ratio of the (i+1)th gear, x i-1 : The gear ratio of the (i-1)th gear, where X is the gear of the ith gear.
[0057] If the transmission type is an electromechanical automatic transmission and the vehicle is in normal driving mode with the gear engaged, the first vehicle gear is determined by mapping the collected gear position signal identifier to the specific gear position field.
[0058] S206. Obtain the time of gear change and the corresponding engine speed change value, and determine the second vehicle gear after the gear change based on the first vehicle gear and the engine speed change value.
[0059] The number of gears in a vehicle is determined based on the type of transmission. There are m types of gears in a vehicle, specifically including neutral, 1st gear, 2nd gear... top gear and reverse. Then, the shift sequence is assigned to each gear based on the gear position markings, totaling... There are various shift sequence indicators, each indicated by (g) i ,g j ) indicates that, For the total number of gear shifting sequences, g i The gear indicator before shifting gears, g j This is the gear indicator after shifting gears.
[0060] Specifically, the terminal determines the shift timing based on the clutch signal or gear change, and determines the shift process based on the shift timing and the engine speed change during upshifting and downshifting. The data during the shift process is recorded as [g]. i g j ], count all in sequence The data from the gear shifting process is stored in a database.
[0061] S208. Based on the gear position of the first vehicle and the gear position of the second vehicle, perform gear condition analysis on the vehicle.
[0062] The analysis of vehicle gears includes two parts: analyzing a single vehicle gear and analyzing the gear shifting process. For a single vehicle gear, the analysis can be performed by considering the distribution of different engine speeds in different gears, the distribution of different vehicle speeds in different gears, the ratio of vehicle mileage in different gears to total vehicle mileage, the ratio of the duration of different gears to total vehicle driving time, and the vehicle's average fuel consumption. The analysis can be performed by considering changes in vehicle speed, engine speed, throttle opening, torque, and vehicle gradient during gear shifts.
[0063] The aforementioned vehicle gear condition analysis method first acquires basic vehicle data and vehicle operating data. Basic vehicle data includes transmission type, drive axle ratio, and tire rolling radius. Vehicle operating data includes engine speed, vehicle speed, torque percentage, and throttle opening. Then, the vehicle's driving state is acquired, and the first vehicle gear is determined based on the transmission type and driving state. Transmission types include manual transmissions and electromechanical automatic transmissions. Vehicle driving states include normal driving in gear, coasting in gear, reversing, and coasting in neutral. Next, the moment of gear change and the corresponding engine speed change value are acquired. Based on the first vehicle gear and the engine speed change value, the second vehicle gear after the gear change is determined. Finally, based on the first and second vehicle gears, a gear condition analysis is performed. The method provided in this application performs gear condition analysis based on the first vehicle gear before the gear change and the second vehicle gear after the gear change, enabling analysis of the operating conditions during the gear change process.
[0064] In some embodiments, such as Figure 3 As shown, Figure 3 This is a flowchart illustrating a method for determining the first vehicle gear in one embodiment. The method, based on the transmission type and vehicle driving state, includes: if the transmission type is a manual transmission and the vehicle is in normal driving with gear, then the gear ratio is calculated based on engine speed, vehicle speed, drive axle ratio, and tire rolling radius; and the first vehicle gear is determined based on the gear ratio. If the transmission type is an electromechanical automatic transmission and the vehicle is in normal driving with gear, then a gear position signal is acquired; and the first vehicle gear is determined based on the gear position signal.
[0065] In this step, the terminal first determines the transmission type, then determines the vehicle's driving status, and finally determines the first vehicle gear based on the transmission type and the vehicle's driving status.
[0066] The method provided in this step determines the first vehicle gear based on the transmission type and vehicle driving status, making the determined vehicle gear more accurate.
[0067] In some embodiments, obtaining the vehicle driving status includes: determining whether the vehicle meets preset coasting conditions, the preset coasting conditions including vehicle speed greater than a first preset vehicle speed, engine speed greater than a preset engine speed, torque percentage being a preset torque percentage, and throttle opening being a preset throttle opening; if the vehicle meets all preset coasting conditions, then the vehicle driving status is determined to be vehicle coasting in gear.
[0068] In this step, if the vehicle's transmission type is a manual transmission, the vehicle's driving state is determined directly based on the preset coasting conditions. If the vehicle's transmission type is an electronically controlled mechanical automatic transmission, the vehicle's current gear is first checked to see if it is positive. If the current gear is positive, the vehicle's driving state is determined based on the preset coasting conditions. For example, the preset coasting conditions could be a vehicle speed greater than 2 km / h, an engine speed greater than 700 r / min, a torque percentage of 0%, and a throttle opening of 0%.
[0069] The method provided in this step determines whether the vehicle is coasting in gear based on preset coasting conditions, which can more accurately determine the current state of the vehicle.
[0070] In some embodiments, obtaining the vehicle driving status further includes: determining whether the vehicle meets preset neutral coasting conditions, wherein the preset neutral coasting conditions include the vehicle being in neutral and the vehicle speed being a second preset speed; if the vehicle meets all preset neutral coasting conditions, then the vehicle driving status is determined to be vehicle coasting in neutral.
[0071] In this step, when the vehicle is in neutral and the speedometer reads 0, the vehicle's driving state is determined to be coasting in neutral.
[0072] The method provided in this step determines whether the vehicle is coasting in neutral based on preset neutral coasting conditions, which can more accurately determine the current state of the vehicle.
[0073] In some embodiments, a gear condition analysis is performed on the vehicle based on the first vehicle gear and the second vehicle gear, including: obtaining the mileage, driving time, and fuel consumption of the vehicle when it is in the first vehicle gear, and obtaining the total mileage and total driving time during the vehicle's driving process; determining a mileage ratio based on the mileage and total mileage, determining a time ratio based on the driving time and total driving time, and determining an average fuel consumption based on the fuel consumption and mileage; and performing a gear condition analysis on the vehicle based on the first vehicle gear, vehicle speed, engine speed, mileage ratio, time ratio, and average fuel consumption.
[0074] In this step, the terminal first obtains the mileage M of the vehicle when it is in each gear. i Travel time T i and fuel consumption rate F i And obtain the total mileage M0 and total driving time T0 during the vehicle's journey, and then apply the formulas respectively. as well as Calculate the mileage ratio m when the vehicle is in each gear. i Duration ratio t iand average fuel consumption f i The bar chart showing the average fuel consumption for each gear is as follows: Figure 4 As shown.
[0075] The terminal calculates the mileage traveled by the vehicle in each gear within each engine speed range based on the engine speed distribution in different gears. This mileage, along with the total mileage M0, is used to perform a vehicle operating condition analysis. For example, if the vehicle has i gears and j engine speed distribution ranges of 500-600 r / min, 600-700 r / min, ..., 1900-2000 r / min, the calculation is based on the formula... Calculate the mileage ratio M corresponding to each engine speed distribution range. ij And according to M ij Perform operating condition analysis on the vehicle.
[0076] The terminal calculates the mileage traveled by the vehicle in each gear and within each speed range based on the vehicle's speed distribution in different gears. It then performs a performance analysis on the vehicle based on this mileage and the total mileage M0. For example, if the vehicle has i gears and k speed ranges (0-10 km / h, 10-20 km / h…110-120 km / h), the calculation is performed using the formula… Calculate the mileage ratio M corresponding to each speed distribution interval. ik And according to M ik Perform operating condition analysis on the vehicle.
[0077] The method provided in this step analyzes the vehicle's gear condition based on the first vehicle's gear, vehicle speed, engine speed, mileage ratio, time ratio, and average fuel consumption, enabling a more comprehensive analysis of the condition of a single gear.
[0078] In some embodiments, the gear condition analysis of the vehicle based on the first vehicle gear and the second vehicle gear further includes: acquiring changes in vehicle operating data during the process of the vehicle changing from the first vehicle gear to the second vehicle gear, including changes in vehicle speed, engine speed, throttle opening, torque, and vehicle gradeability; and performing gear condition analysis of the vehicle based on all changes in vehicle operating data.
[0079] In this step, the terminal performs a condition analysis on the vehicle's gear shifting process based on changes in vehicle speed, engine speed, throttle opening, torque, and vehicle gradient, and stores the analysis results in a database. The throttle opening changes are shown below. Figure 5 As shown.
[0080] The method provided in this step analyzes the operating conditions of a vehicle during gear shifting based on changes in vehicle operating data, making the analysis of the operating conditions during gear shifting more accurate.
[0081] In one embodiment, another method for analyzing vehicle gear conditions is provided, which includes data preprocessing, gear calculation, gear condition analysis, upshift / downshift frequency analysis, and gear shifting process analysis.
[0082] (1) Data preprocessing
[0083] Based on the required vehicle information, basic vehicle information is obtained. A basic vehicle information database is created through the integration of MES, ERP systems, and related business-side databases. This database mainly includes: vehicle chassis number, TBOX terminal number, vehicle model, engine model, transmission model, transmission gear ratios, drive axle model, drive axle final drive ratio, tire model, and tire rolling radius. This basic vehicle information database is stored in Hive and is updated along with vehicle and data updates in the production system.
[0084] Based on the required vehicles and target time period, SparkSQL is used to extract relevant vehicle operation data collected from the Hive database, mainly including: longitude, latitude, altitude, heading angle, GPS vehicle speed, instrument speed, engine speed, throttle, torque, instantaneous fuel consumption, clutch signal, neutral signal, reverse gear signal, and gear position signal. Then, the data is grouped according to chassis number, and the grouped data undergoes data cleaning, mainly including removing null values, converting field formats, escaping fields, and filtering data.
[0085] Based on the characteristics of vehicle network data quality and gear calculation services, the vehicle speed signal is corrected and thoroughly cleaned using the following formula: Add three fields to the data: mileage (km), time (h), fuel (L), v (corrected speed), f (sampling frequency), and fu (instantaneous fuel consumption).
[0086] (2) Gear Calculation
[0087] Based on the preprocessed data grouped by chassis number, the system queries the vehicle's basic information by chassis number and identifies the transmission model. Depending on the transmission type, there are two calculation processes: MT (manual transmission) and AMT (automatic manual transmission).
[0088] For manual transmissions (MT), the basic configuration information is retrieved by chassis number. This information includes the gear ratios of each gearbox, tire rolling radius, and final drive ratio, and the validity of the data is verified. If the basic configuration information for the vehicle is missing, valid basic configuration information for vehicles with the same model is searched in the vehicle basic information database. The gear ratios corresponding to each row in the vehicle data are then calculated using a formula. Where n: engine speed, v: vehicle speed, i o Drive axle speed ratio, i g : Gear ratio of the transmission, r: tire rolling radius, and then match the specific gear information corresponding to each line.
[0089] Reverse gear detection: If the reverse gear switch is on, it is determined to be in reverse gear; Coasting in gear detection: If the vehicle speed is >2km / h, the engine speed is >700r / min, the torque percentage is 0%, and the throttle opening is 0%, it is determined to be in gear; Neutral gear detection: If the neutral gear switch is on, and the speed is 0km / h, it is determined to be in neutral; Coasting in neutral: If the neutral gear switch is on, and the speed is 0km / h, it is determined to be in neutral; Normal driving gear detection: After filtering out the above data, based on... satisfy Where X is the gear ratio value calculated for each row. The lower limit of the gear ratio in gear i. The upper limit of the gear ratio in gear i, α: the range of constant gear ratios in the transmission, x i : The gear ratio of the i-th gear, x i+1 : Gear ratio of the (i+1)th gear, x i-1 : The gear ratio of the (i-1)th gear. The final calculation yields the i-th gear corresponding to X.
[0090] The AMT transmission works as follows: Based on the collected gear position signal identifier, it maps to the specific gear position field, and adds other gear judgment logic on this basis: Reverse gear judgment: If the current gear is negative, it is judged as reverse gear; Coasting in gear judgment: If the current gear is positive, and the vehicle speed is >2km / h, the engine speed is >700r / min, the torque percentage is 0%, and the throttle opening is 0%, it is judged as coasting in gear; Neutral gear judgment: If the current gear is 0 and the speed is 0km / h, it is judged as neutral; Coasting in neutral: If the forward gear is 0 and the speed is 0km / h, it is judged as coasting in neutral.
[0091] (3) Gear condition analysis
[0092] Define the gear positions as: Neutral, 1st gear, 2nd gear... highest forward gear of the transmission, reverse gear, coasting in neutral, coasting in gear.
[0093] Calculate the proportion of mileage and time for each gear tag, calculate the total mileage M0 and total time T0 for all data, and then filter the data for gear tag i in turn to calculate the total mileage M under that gear tag. i Total time T i Then through the formula Calculate the percentage of mileage and time for each gear level label.
[0094] Calculate the average fuel consumption under each gear label, filter the data for gear label i in turn, and calculate the total mileage M under that gear label. i And total fuel consumption F i Then through the formula Calculate the average fuel consumption for each gear rating.
[0095] Calculate the distribution chart of gear labels and engine speed segments. Gears are segmented according to their labels, and engine speeds are segmented according to 500-600 r / min, 600-700 r / min, ..., 1900-2000 r / min. Data that matches gear segment i and engine speed segment j are selected sequentially, and the mileage M of that data is calculated. ij Through formula Calculate each value of the gear label and speed distribution.
[0096] Calculate the distribution map of gear labels and vehicle speed segments. Gears are segmented according to gear labels, and engine speeds are segmented according to 0-10km / h, 10-20km / h…110-120km / h. Data that matches gear segment i and vehicle speed segment j are selected sequentially, and the mileage M of this data is calculated. ij Through formula Calculate each value of the gear label and vehicle speed distribution.
[0097] (4) Analysis of the number of gear shifts
[0098] The number of gears is determined based on the gearbox model, and gear identifiers are defined: neutral, 1st gear, 2nd gear... highest gear, reverse, totaling m categories. Furthermore, based on the gear identifiers, the shift sequence identifiers for all gears are defined, totaling... Each type of shift indicator is represented by (g) i ,g j ) identifier, where, For permutations and combinations, g i : The i-th gear indicator, g j : The j-th gear indicator.
[0099] Specifically, the shift point is determined based on the clutch signal or gear change, and the gear before the shift is denoted as g. i The gear after shifting is denoted as G. j And accumulate the shift indicator (g) i,g j The number of times each gear shift indicator is counted is recorded in Table 1.
[0100] Table 1:
[0101]
[0102] (5) Gear shifting process analysis
[0103] The shift point is determined based on the clutch signal or gear change. The shift process is then determined based on the sudden changes in engine speed during upshifts and downshifts. The gear position before the shift is denoted as g. i The gear after shifting is denoted as G. j Shift indicator (g) i ,g j The shift process data is recorded as [g] i ,g j The system sequentially collects data from all gear shifting processes and stores it in the database.
[0104] Analyze the vehicle speed distribution, engine speed distribution, throttle opening distribution, torque distribution, and gradient distribution of all data during each gear shift process, and store the analysis results in a database.
[0105] It should be understood that although the steps in the flowcharts of the embodiments described above are shown sequentially according to the arrows, these steps are not necessarily executed in the order indicated by the arrows. Unless explicitly stated herein, there is no strict order restriction on the execution of these steps, and they can be executed in other orders. Moreover, at least some steps in the flowcharts of the embodiments described above may include multiple steps or multiple stages. These steps or stages are not necessarily completed at the same time, but can be executed at different times. The execution order of these steps or stages is not necessarily sequential, but can be performed alternately or in turn with other steps or at least some of the steps or stages of other steps.
[0106] Based on the same inventive concept, this application also provides a vehicle gear condition analysis device for implementing the vehicle gear condition analysis method described above. The solution provided by this device is similar to the solution described in the above method; therefore, the specific limitations of one or more vehicle gear condition analysis device embodiments provided below can be found in the limitations of the vehicle gear condition analysis method described above, and will not be repeated here.
[0107] In one embodiment, such as Figure 6As shown, a vehicle gear condition analysis device 600 is provided, including: a first acquisition module 601, a second acquisition module 602, a third acquisition module 603, and a condition analysis module 604, wherein:
[0108] The first acquisition module 601 is used to acquire basic vehicle data and vehicle operation data. The basic vehicle data includes the transmission type, drive axle speed ratio and tire rolling radius. The vehicle operation data includes engine speed, vehicle speed, torque percentage and throttle opening.
[0109] The second acquisition module 602 is used to acquire the vehicle driving status and determine the first vehicle gear according to the transmission type and the vehicle driving status. The transmission type includes a manual transmission and an electromechanical automatic transmission. The vehicle driving status includes normal driving in gear, coasting in gear, reversing, and coasting in neutral.
[0110] The third acquisition module 603 is used to acquire the time of gear change and the engine speed change value corresponding to the time of gear change, and to determine the second vehicle gear after the gear change based on the first vehicle gear and the engine speed change value.
[0111] The operating condition analysis module 604 is used to perform gear operating condition analysis on the vehicle based on the gear position of the first vehicle and the gear position of the second vehicle.
[0112] In some embodiments, the second acquisition module 602 is further configured to: if the transmission type is a manual transmission and the vehicle is in normal driving mode with gear, calculate the gear ratio based on the engine speed, the vehicle speed, the drive axle ratio, and the tire rolling radius, and determine the first vehicle gear based on the gear ratio; if the transmission type is an electromechanical automatic transmission and the vehicle is in normal driving mode with gear, acquire a gear position signal flag and determine the first vehicle gear based on the gear position signal flag.
[0113] In some embodiments, the second acquisition module 602 is further configured to: determine whether the vehicle meets preset coasting conditions, wherein the preset coasting conditions include the vehicle speed being greater than a first preset vehicle speed, the engine speed being greater than a preset engine speed, the torque percentage being a preset torque percentage, and the throttle opening being a preset throttle opening; if the vehicle meets all preset coasting conditions, then the vehicle driving state is determined to be coasting in gear.
[0114] In some embodiments, the second acquisition module 602 is further configured to: determine whether the vehicle meets preset neutral coasting conditions, the preset neutral coasting conditions including the vehicle being in neutral and the vehicle speed being a second preset speed; if the vehicle meets all preset neutral coasting conditions, then determine that the vehicle's driving state is the vehicle coasting in neutral.
[0115] In some embodiments, the operating condition analysis module 604 is further configured to: acquire the mileage, driving time, and fuel consumption of the vehicle when it is in the first vehicle gear, and acquire the total mileage and total driving time during the vehicle's driving process; determine a mileage ratio based on the mileage and the total mileage, determine a time ratio based on the driving time and the total driving time, and determine an average fuel consumption based on the fuel consumption and the mileage; and perform gear operating condition analysis on the vehicle based on the first vehicle gear, the vehicle speed, the engine speed, the mileage ratio, the time ratio, and the average fuel consumption.
[0116] In some embodiments, the operating condition analysis module 604 is further configured to: acquire changes in vehicle operating data during the process of the vehicle changing from the first vehicle gear to the second vehicle gear, the changes in vehicle operating data including changes in vehicle speed, engine speed, throttle opening, torque, and vehicle gradeability; and perform gear operating condition analysis on the vehicle based on all changes in vehicle operating data.
[0117] Each module in the aforementioned vehicle gear condition analysis device can be implemented entirely or partially through software, hardware, or a combination thereof. These modules can be embedded in the processor of a computer device in hardware form or independent of it, or stored in the memory of a computer device in software form, so that the processor can call and execute the corresponding operations of each module.
[0118] In one embodiment, a computer device is provided, which may be a server, and its internal structure diagram may be as follows: Figure 7As shown, this computer device includes a processor, memory, input / output (I / O) interfaces, and a communication interface. The processor, memory, and I / O interfaces are connected via a system bus, and the communication interface is also connected to the system bus via the I / O interfaces. The processor provides computational and control capabilities. The memory includes non-volatile storage media and internal memory. The non-volatile storage media stores the operating system, computer programs, and a database. The internal memory provides the environment for the operation of the operating system and computer programs stored in the non-volatile storage media. The database stores vehicle operating data. The I / O interfaces are used for exchanging information between the processor and external devices. The communication interface is used for communication with external terminals via a network connection. When executed by the processor, the computer program implements a vehicle gear condition analysis method.
[0119] Those skilled in the art will understand that Figure 7 The structure shown is merely a block diagram of a portion of the structure related to the present application and does not constitute a limitation on the computer device to which the present application is applied. Specific computer devices may include more or fewer components than those shown in the figure, or combine certain components, or have different component arrangements.
[0120] In one embodiment, a computer device is provided, including a memory and a processor. The memory stores a computer program, and the processor executes the computer program to perform the following steps: acquiring basic vehicle data and vehicle operating data, wherein the basic vehicle data includes transmission type, drive axle speed ratio, and tire rolling radius, and the vehicle operating data includes engine speed, vehicle speed, torque percentage, and throttle opening; acquiring vehicle driving status, and determining a first vehicle gear based on the transmission type and the vehicle driving status, wherein the transmission type includes a manual transmission and an electromechanical automatic transmission, and the vehicle driving status includes normal driving in gear, coasting in gear, reversing, and coasting in neutral; acquiring the time of gear change and the corresponding engine speed change value, and determining a second vehicle gear after the gear change based on the first vehicle gear and the engine speed change value; and performing gear condition analysis on the vehicle based on the first vehicle gear and the second vehicle gear.
[0121] In one embodiment, the process of determining a first vehicle gear based on the transmission type and the vehicle driving state when the processor executes a computer program includes: if the transmission type is a manual transmission and the vehicle is driving normally in gear, then calculating a gear ratio based on the engine speed, the vehicle speed, the drive axle ratio, and the tire rolling radius, and determining the first vehicle gear based on the gear ratio; if the transmission type is an electromechanical automatic transmission and the vehicle is driving normally in gear, then acquiring a gear position signal flag and determining the first vehicle gear based on the gear position signal flag.
[0122] In one embodiment, the acquisition of vehicle driving status implemented by the processor when executing the computer program includes: determining whether the vehicle meets preset coasting conditions, wherein the preset coasting conditions include the vehicle speed being greater than a first preset vehicle speed, the engine speed being greater than a preset engine speed, the torque percentage being a preset torque percentage, and the throttle opening being a preset throttle opening; if the vehicle meets all preset coasting conditions, then the vehicle driving status is determined to be coasting in gear.
[0123] In one embodiment, the acquisition of vehicle driving status implemented by the processor when executing the computer program further includes: determining whether the vehicle meets preset neutral coasting conditions, wherein the preset neutral coasting conditions include the vehicle being in neutral and the vehicle speed being a second preset speed; if the vehicle meets all preset neutral coasting conditions, then the vehicle driving status is determined to be the vehicle coasting in neutral.
[0124] In one embodiment, the process implemented by the processor executing a computer program to perform gear condition analysis on the vehicle based on the first vehicle gear and the second vehicle gear includes: acquiring the mileage, driving time, and fuel consumption of the vehicle when it is in the first vehicle gear, and acquiring the total mileage and total driving time during the vehicle's driving process; determining a mileage ratio based on the mileage and the total mileage, determining a time ratio based on the driving time and the total driving time, and determining an average fuel consumption based on the fuel consumption and the mileage; and performing gear condition analysis on the vehicle based on the first vehicle gear, the vehicle speed, the engine speed, the mileage ratio, the time ratio, and the average fuel consumption.
[0125] In one embodiment, the process of analyzing the vehicle's gear condition based on the first and second vehicle gears, implemented by the processor executing the computer program, further includes: acquiring changes in vehicle operating data during the process of the vehicle changing from the first vehicle gear to the second vehicle gear, the changes in vehicle operating data including changes in vehicle speed, engine speed, throttle opening, torque, and vehicle gradient; and performing gear condition analysis on the vehicle based on all changes in vehicle operating data.
[0126] In one embodiment, a computer-readable storage medium is provided, on which a computer program is stored. When executed by a processor, the computer program performs the following steps: acquiring basic vehicle data and vehicle operating data, wherein the basic vehicle data includes transmission type, drive axle speed ratio, and tire rolling radius, and the vehicle operating data includes engine speed, vehicle speed, torque percentage, and throttle opening; acquiring vehicle driving status and determining a first vehicle gear based on the transmission type and the vehicle driving status, wherein the transmission type includes a manual transmission and an electromechanical automatic transmission, and the vehicle driving status includes normal driving in gear, coasting in gear, reversing, and coasting in neutral; acquiring the time of gear change and the corresponding engine speed change value, and determining a second vehicle gear after the gear change based on the first vehicle gear and the engine speed change value; and performing gear condition analysis on the vehicle based on the first vehicle gear and the second vehicle gear.
[0127] In one embodiment, the process of determining a first vehicle gear based on the transmission type and the vehicle driving state when the computer program is executed by the processor includes: if the transmission type is a manual transmission and the vehicle driving state is normal driving in gear, then calculating the gear ratio based on the engine speed, the vehicle speed, the drive axle ratio, and the tire rolling radius, and determining the first vehicle gear based on the gear ratio; if the transmission type is an electromechanical automatic transmission and the vehicle driving state is normal driving in gear, then acquiring a gear position signal flag and determining the first vehicle gear based on the gear position signal flag.
[0128] In one embodiment, the acquisition of vehicle driving status by the computer program executed by the processor includes: determining whether the vehicle meets preset coasting conditions, wherein the preset coasting conditions include the vehicle speed being greater than a first preset vehicle speed, the engine speed being greater than a preset engine speed, the torque percentage being a preset torque percentage, and the throttle opening being a preset throttle opening; if the vehicle meets all preset coasting conditions, then the vehicle driving status is determined to be coasting in gear.
[0129] In one embodiment, the acquisition of vehicle driving status implemented when the computer program is executed by the processor further includes: determining whether the vehicle meets preset neutral coasting conditions, wherein the preset neutral coasting conditions include the vehicle being in neutral and the vehicle speed being a second preset speed; if the vehicle meets all preset neutral coasting conditions, then the vehicle driving status is determined to be the vehicle coasting in neutral.
[0130] In one embodiment, when the computer program is executed by the processor, it performs a gear condition analysis of the vehicle based on the first vehicle gear and the second vehicle gear, including: obtaining the mileage, driving time, and fuel consumption of the vehicle when it is in the first vehicle gear, and obtaining the total mileage and total driving time during the vehicle's driving process; determining a mileage ratio based on the mileage and the total mileage, determining a time ratio based on the driving time and the total driving time, and determining an average fuel consumption based on the fuel consumption and the mileage; and performing a gear condition analysis of the vehicle based on the first vehicle gear, the vehicle speed, the engine speed, the mileage ratio, the time ratio, and the average fuel consumption.
[0131] In one embodiment, the function of analyzing the vehicle's gear condition based on the first and second vehicle gears, implemented by the computer program when executed by the processor, further includes: acquiring changes in vehicle operating data during the process of the vehicle changing from the first vehicle gear to the second vehicle gear, the changes in vehicle operating data including changes in vehicle speed, engine speed, throttle opening, torque, and vehicle gradient; and performing gear condition analysis on the vehicle based on all changes in vehicle operating data.
[0132] In one embodiment, a computer program product is provided, including a computer program that, when executed by a processor, performs the following steps: acquiring basic vehicle data and vehicle operating data, wherein the basic vehicle data includes transmission type, drive axle speed ratio, and tire rolling radius, and the vehicle operating data includes engine speed, vehicle speed, torque percentage, and throttle opening; acquiring vehicle driving status and determining a first vehicle gear based on the transmission type and the vehicle driving status, wherein the transmission type includes a manual transmission and an electromechanical automatic transmission, and the vehicle driving status includes normal driving in gear, coasting in gear, reversing, and coasting in neutral; acquiring the time of gear change and the corresponding engine speed change value, and determining a second vehicle gear after the gear change based on the first vehicle gear and the engine speed change value; and performing gear condition analysis on the vehicle based on the first vehicle gear and the second vehicle gear.
[0133] In one embodiment, the process of determining a first vehicle gear based on the transmission type and the vehicle driving state when the computer program is executed by the processor includes: if the transmission type is a manual transmission and the vehicle driving state is normal driving in gear, then calculating the gear ratio based on the engine speed, the vehicle speed, the drive axle ratio, and the tire rolling radius, and determining the first vehicle gear based on the gear ratio; if the transmission type is an electromechanical automatic transmission and the vehicle driving state is normal driving in gear, then acquiring a gear position signal flag and determining the first vehicle gear based on the gear position signal flag.
[0134] In one embodiment, the acquisition of vehicle driving status by the computer program executed by the processor includes: determining whether the vehicle meets preset coasting conditions, wherein the preset coasting conditions include the vehicle speed being greater than a first preset vehicle speed, the engine speed being greater than a preset engine speed, the torque percentage being a preset torque percentage, and the throttle opening being a preset throttle opening; if the vehicle meets all preset coasting conditions, then the vehicle driving status is determined to be coasting in gear.
[0135] In one embodiment, the acquisition of vehicle driving status implemented when the computer program is executed by the processor further includes: determining whether the vehicle meets preset neutral coasting conditions, wherein the preset neutral coasting conditions include the vehicle being in neutral and the vehicle speed being a second preset speed; if the vehicle meets all preset neutral coasting conditions, then the vehicle driving status is determined to be the vehicle coasting in neutral.
[0136] In one embodiment, when the computer program is executed by the processor, it performs a gear condition analysis of the vehicle based on the first vehicle gear and the second vehicle gear, including: obtaining the mileage, driving time, and fuel consumption of the vehicle when it is in the first vehicle gear, and obtaining the total mileage and total driving time during the vehicle's driving process; determining a mileage ratio based on the mileage and the total mileage, determining a time ratio based on the driving time and the total driving time, and determining an average fuel consumption based on the fuel consumption and the mileage; and performing a gear condition analysis of the vehicle based on the first vehicle gear, the vehicle speed, the engine speed, the mileage ratio, the time ratio, and the average fuel consumption.
[0137] In one embodiment, the function of analyzing the vehicle's gear condition based on the first and second vehicle gears, implemented by the computer program when executed by the processor, further includes: acquiring changes in vehicle operating data during the process of the vehicle changing from the first vehicle gear to the second vehicle gear, the changes in vehicle operating data including changes in vehicle speed, engine speed, throttle opening, torque, and vehicle gradient; and performing gear condition analysis on the vehicle based on all changes in vehicle operating data.
[0138] It should be noted that the user information (including but not limited to user device information, user personal information, etc.) and data (including but not limited to data used for analysis, data stored, data displayed, etc.) involved in this application are all information and data authorized by the user or fully authorized by all parties, and the collection, use and processing of the relevant data shall comply with the relevant laws, regulations and standards of the relevant regions.
[0139] Those skilled in the art will understand that all or part of the processes in the methods of the above embodiments can be implemented by a computer program instructing related hardware. The computer program can be stored in a non-volatile computer-readable storage medium, and when executed, it can include the processes of the embodiments of the above methods. Any references to memory, databases, or other media used in the embodiments provided in this application can include at least one of non-volatile and volatile memory. Non-volatile memory can include read-only memory (ROM), magnetic tape, floppy disk, flash memory, optical memory, high-density embedded non-volatile memory, resistive random access memory (ReRAM), magnetic random access memory (MRAM), ferroelectric random access memory (FRAM), phase change memory (PCM), graphene memory, etc. Volatile memory can include random access memory (RAM) or external cache memory, etc. By way of illustration and not limitation, RAM can take many forms, such as Static Random Access Memory (SRAM) or Dynamic Random Access Memory (DRAM). The databases involved in the embodiments provided in this application may include at least one type of relational database and non-relational database. Non-relational databases may include, but are not limited to, blockchain-based distributed databases. The processors involved in the embodiments provided in this application may be general-purpose processors, central processing units, graphics processing units, digital signal processors, programmable logic devices, quantum computing-based data processing logic devices, etc., and are not limited to these.
[0140] The technical features of the above embodiments can be combined in any way. For the sake of brevity, not all possible combinations of the technical features in the above embodiments are described. However, as long as there is no contradiction in the combination of these technical features, they should be considered to be within the scope of this specification.
[0141] The embodiments described above are merely illustrative of several implementation methods of this application, and while the descriptions are specific and detailed, they should not be construed as limiting the scope of this patent application. It should be noted that those skilled in the art can make various modifications and improvements without departing from the concept of this application, and these all fall within the protection scope of this application. Therefore, the protection scope of this application should be determined by the appended claims.
Claims
1. A method of analyzing vehicle gear operating conditions, characterized by, The method comprises: acquiring vehicle basic data and vehicle running data, the vehicle basic data comprising gearbox type, drive axle speed ratio and tire rolling radius, and the vehicle running data comprising engine speed, vehicle speed, torque percentage and throttle opening degree; acquiring vehicle driving state and determining first vehicle gear according to the gearbox type and the vehicle driving state, the gearbox type comprising manual gearbox and electrically controlled mechanical automatic gearbox, and the vehicle driving state comprising vehicle driving with gear, vehicle coasting with gear, vehicle reversing and vehicle coasting with no gear; acquiring gear change time and engine speed change value corresponding to the gear change time, and determining second vehicle gear after gear change according to the first vehicle gear and the engine speed change value; performing gear condition analysis on the vehicle according to the first vehicle gear and the second vehicle gear; the gear condition analysis on the vehicle according to the first vehicle gear and the second vehicle gear comprises: for any one of the first vehicle gear and the second vehicle gear, acquiring driving mileage, driving time length and fuel consumption when the vehicle is in the vehicle gear, and acquiring total driving mileage and total driving time length in the vehicle driving process; determining mileage ratio according to the driving mileage and the total driving mileage, determining time length ratio according to the driving time length and the total driving time length, and determining average fuel consumption according to the fuel consumption and the driving mileage; performing gear condition analysis on the vehicle according to the vehicle gear, and vehicle speed, engine speed, mileage ratio, time length ratio and average fuel consumption when the vehicle is in the vehicle gear; the gear condition analysis on the vehicle according to the first vehicle gear and the second vehicle gear further comprises: acquiring vehicle running data change condition in the process that the vehicle changes from the first vehicle gear to the second vehicle gear, the vehicle running data change condition comprising vehicle speed change condition, engine speed change condition, throttle opening degree change condition, torque change condition and vehicle climbing degree change condition; performing gear condition analysis on the vehicle according to all vehicle running data change conditions.
2. The method of claim 1, wherein, the determination of the first vehicle gear according to the gearbox type and the vehicle driving state comprises: if the gearbox type is the manual gearbox and the vehicle driving state is the vehicle driving with gear, calculating gear speed ratio according to the engine speed, the vehicle speed, the drive axle speed ratio and the tire rolling radius, and determining the first vehicle gear according to the gear speed ratio; if the gearbox type is the electrically controlled mechanical automatic gearbox and the vehicle driving state is the vehicle driving with gear, acquiring gear signal mark, and determining the first vehicle gear according to the gear signal mark.
3. The method of claim 1, wherein, the acquisition of the vehicle driving state comprises: determining whether the vehicle meets preset conditions for gear sliding, the preset conditions for gear sliding including the vehicle speed being greater than a first preset vehicle speed, the engine speed being greater than a preset engine speed, the torque percentage being a preset torque percentage, and the accelerator opening degree being a preset accelerator opening degree; if the vehicle meets all the preset conditions for gear sliding, determining that the vehicle is in a gear sliding state.
4. The method of claim 1, wherein, The method further includes: determining whether the vehicle meets preset conditions for neutral sliding, the preset conditions for neutral sliding including the vehicle gear being in a neutral position and the vehicle speed being a second preset vehicle speed; if the vehicle meets all the preset conditions for neutral sliding, determining that the vehicle is in a neutral sliding state.
5. A vehicle gear operating condition analyzing apparatus characterized by comprising: The device includes: a first obtaining module configured to obtain vehicle basic data and vehicle operation data, the vehicle basic data including a transmission type, a drive axle speed ratio, and a tire rolling radius, and the vehicle operation data including an engine speed, a vehicle speed, a torque percentage, and an accelerator opening degree; a second obtaining module configured to obtain a vehicle driving state and determine a first vehicle gear based on the transmission type and the vehicle driving state, the transmission type including a manual transmission and an electrically controlled mechanical automatic transmission, and the vehicle driving state including a vehicle gear normal driving state, a vehicle gear sliding state, a vehicle reverse driving state, and a vehicle neutral sliding state; a third obtaining module configured to obtain a gear change time and an engine speed change value corresponding to the gear change time, and determine a second vehicle gear after a gear change based on the first vehicle gear and the engine speed change value; a working condition analysis module configured to perform a gear working condition analysis on the vehicle based on the first vehicle gear and the second vehicle gear; The working condition analysis module is further configured to, for any one of the first vehicle gear and the second vehicle gear, obtain a driving distance, a driving time length, and a fuel consumption amount when the vehicle is in the vehicle gear, and obtain a total driving distance and a total driving time length during vehicle driving; determine a distance ratio based on the driving distance and the total driving distance, determine a time length ratio based on the driving time length and the total driving time length, and determine an average fuel consumption amount based on the fuel consumption amount and the driving distance; and perform a gear working condition analysis on the vehicle based on the vehicle gear, and the vehicle speed, the engine speed, the distance ratio, the time length ratio, and the average fuel consumption amount when the vehicle is in the vehicle gear. The working condition analysis module is further configured to obtain vehicle operation data change conditions during a process in which the vehicle changes from the first vehicle gear to the second vehicle gear, the vehicle operation data change conditions including a vehicle speed change condition, an engine speed change condition, an accelerator opening degree change condition, a torque change condition, and a vehicle climbing degree change condition; and perform a gear working condition analysis on the vehicle based on all the vehicle operation data change conditions. 6.A computer device, comprising a memory and a processor, wherein the memory stores a computer program, and the computer device is configured to perform the method according to any one of claims 1-5 when the computer program is executed by the processor. The processor, when executing the computer program, implements the steps of the method of any one of claims 1 to 4.
7. A computer-readable storage medium having stored thereon a computer program, characterized in that The computer program, which when executed by a processor, implements the steps of the method of any one of claims 1 to 4.
8. A computer program product comprising a computer program, characterized in that, The computer program, which when executed by a processor, implements the steps of the method of any one of claims 1 to 4.
Citation Information
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