Method, device, equipment and storage medium for calculating comprehensive fuel consumption of hybrid vehicles
By screening data and calculating conversion factors for the instantaneous fuel consumption rate of hybrid vehicles, the problem of users having difficulty in determining the comprehensive energy consumption is solved, more accurate and efficient energy consumption calculation is achieved, and user satisfaction is improved.
Patent Information
- Application Number
- CN202410944001.5
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2024-07-15
- Publication Date
- 2025-09-23
- Estimated Expiration
- 2044-07-15
AI Technical Summary
It is difficult for users to determine the comprehensive energy consumption of hybrid vehicles, resulting in reduced satisfaction with their use.
The percentile method is used to screen the instantaneous fuel consumption rate during driving, and the central instantaneous fuel consumption rate, the standard deviation of the instantaneous fuel consumption rate, and the average instantaneous fuel consumption rate are calculated. The equivalent conversion factor is used to comprehensively consider the power and fuel consumption to calculate the comprehensive fuel consumption value.
It reduces the confusion of users when checking the energy consumption of hybrid vehicles and improves user satisfaction.
Smart Images

Figure CN118960885B_ABST
Abstract
Description
Technical Field
[0001] The present invention relates to the field of hybrid electric vehicles, and in particular to a method, device, equipment and storage medium for calculating the comprehensive fuel consumption of a hybrid electric vehicle. Background Art
[0002] To enable users to check and confirm the vehicle's energy consumption while driving, automakers currently typically install onboard meters that display the vehicle's energy consumption. However, since hybrid vehicles (HEVs) include at least two power sources, displaying the energy consumption of different power sources simultaneously can easily confuse users, making it difficult for them to determine the HEV's total energy consumption, thereby reducing their driving satisfaction.
[0003] Therefore, there is an urgent need for a comprehensive fuel consumption calculation method for hybrid vehicles that can comprehensively consider power consumption and fuel consumption, thereby reducing the confusion of users when checking the consumption status of hybrid vehicles and improving users' satisfaction with hybrid vehicles. Summary of the Invention
[0004] The main purpose of the present invention is to provide a method, device, equipment and storage medium for calculating the comprehensive fuel consumption of a hybrid vehicle, aiming to solve the technical problem in the prior art that it is difficult for users to determine the comprehensive energy consumption of a hybrid vehicle.
[0005] To achieve the above object, the present invention provides a method for calculating the comprehensive fuel consumption of a hybrid vehicle, the method comprising the following steps:
[0006] The percentile method is used to filter the instantaneous fuel consumption rate within the driving mileage to obtain the filtered instantaneous fuel consumption rate;
[0007] Obtaining a central instantaneous fuel consumption rate, an instantaneous fuel consumption rate standard deviation, and an average instantaneous fuel consumption rate based on the filtered instantaneous fuel consumption rate;
[0008] selecting an equivalent conversion factor calculation formula based on a relationship between the center instantaneous fuel consumption rate, the instantaneous fuel consumption rate standard deviation, and the average instantaneous fuel consumption rate, and determining an equivalent conversion factor based on the equivalent conversion factor calculation formula;
[0009] The comprehensive fuel consumption value is calculated based on the power consumption, fuel consumption and the equivalent conversion factor.
[0010] Optionally, the step of filtering the instantaneous fuel consumption rate within the mileage using the percentile method to obtain the filtered instantaneous fuel consumption rate includes:
[0011] determining an instantaneous fuel consumption rate within the mileage based on the instantaneous fuel injection amount, engine speed, and engine torque within the mileage;
[0012] Selecting a non-zero instantaneous fuel consumption rate from the instantaneous fuel consumption rates, and determining a screening lower boundary and a screening upper boundary using a percentile method;
[0013] The non-zero instantaneous fuel consumption rate is subjected to data screening based on the screening lower boundary and the screening upper boundary to obtain a screened instantaneous fuel consumption rate.
[0014] Optionally, the step of selecting an equivalent conversion factor calculation formula based on the relationship between the center instantaneous fuel consumption rate, the instantaneous fuel consumption rate standard deviation, and the average instantaneous fuel consumption rate includes:
[0015] determining whether the average instantaneous fuel consumption rate is greater than or equal to a difference between the center instantaneous fuel consumption rate and a standard deviation of the instantaneous fuel consumption rate, and whether the average instantaneous fuel consumption rate is less than or equal to a sum of the center instantaneous fuel consumption rate and the standard deviation of the instantaneous fuel consumption rate;
[0016] If yes, the first preset formula is used as the equivalent conversion factor calculation formula;
[0017] If not, the second preset formula is used as the equivalent conversion factor calculation formula;
[0018] Among them, the first preset formula is:
[0019] Equivalent conversion factor = fuel consumption / total fuel injection amount × center instantaneous fuel consumption rate;
[0020] Wherein, the second preset formula is:
[0021] Equivalent conversion factor = fuel consumption / total fuel injection amount × average instantaneous fuel consumption rate.
[0022] Optionally, before the step of filtering the instantaneous fuel consumption rate within the mileage using the percentile method to obtain the filtered instantaneous fuel consumption rate, the method further includes:
[0023] The power consumption, mileage, fuel consumption and instantaneous fuel injection amount within a preset time period are obtained, and the instantaneous fuel injection amount within the mileage is accumulated to obtain the total fuel injection amount.
[0024] Optionally, the step of calculating the comprehensive fuel consumption value based on the power consumption, the fuel consumption and the equivalent conversion factor includes:
[0025] Determining an electric power consumption equivalent fuel consumption value based on the electric power consumption and the equivalent conversion factor;
[0026] Based on the comprehensive fuel consumption calculation formula, the comprehensive fuel consumption value is calculated by using the fuel consumption, the equivalent fuel consumption value of the power consumption and the mileage;
[0027] The comprehensive fuel consumption calculation formula is:
[0028] Comprehensive fuel consumption value = (fuel consumption + equivalent fuel consumption of electricity consumption) / mileage × 100.
[0029] Optionally, the step of selecting a non-zero instantaneous fuel consumption rate from the instantaneous fuel consumption rates and determining a screening lower boundary and a screening upper boundary using a percentile method includes:
[0030] Selecting a non-zero instantaneous fuel consumption rate from the instantaneous fuel consumption rates;
[0031] determining a value at a first preset percentile, and using the value at the first preset percentile as a lower boundary for screening the non-zero instantaneous fuel consumption;
[0032] A value at a second preset percentile is determined, and the value at the second preset percentile is used as an upper screening boundary of the non-zero instantaneous fuel consumption.
[0033] Optionally, the step of obtaining a central instantaneous fuel consumption rate, an instantaneous fuel consumption rate standard deviation, and an average instantaneous fuel consumption rate based on the filtered instantaneous fuel consumption rate comprises:
[0034] According to the filtered instantaneous fuel consumption rate, a central instantaneous fuel consumption rate and an instantaneous fuel consumption rate standard deviation of the filtered instantaneous fuel consumption rate are obtained using a normal distribution method;
[0035] An average value of the filtered instantaneous fuel consumption rates is calculated, and the average value is used as the average instantaneous fuel consumption rate.
[0036] In addition, to achieve the above-mentioned purpose, the present invention also provides a hybrid vehicle comprehensive fuel consumption calculation device, the device comprising:
[0037] A data screening module is used to screen the instantaneous fuel consumption rate within the mileage using the percentile method to obtain the screened instantaneous fuel consumption rate;
[0038] a data acquisition module, configured to obtain a central instantaneous fuel consumption rate, a standard deviation of the instantaneous fuel consumption rate, and an average instantaneous fuel consumption rate based on the filtered instantaneous fuel consumption rate;
[0039] a conversion factor determination module, configured to select an equivalent conversion factor calculation formula based on a relationship between the center instantaneous fuel consumption rate, the instantaneous fuel consumption rate standard deviation, and the average instantaneous fuel consumption rate, and determine an equivalent conversion factor based on the equivalent conversion factor calculation formula;
[0040] The energy consumption calculation module is used to calculate the comprehensive fuel consumption value based on the power consumption, fuel consumption and the equivalent conversion factor.
[0041] In addition, to achieve the above-mentioned purpose, the present invention also proposes a hybrid vehicle comprehensive fuel consumption calculation device, which includes: a memory, a processor, and a hybrid vehicle comprehensive fuel consumption calculation program stored in the memory and runnable on the processor, wherein the hybrid vehicle comprehensive fuel consumption calculation program is configured to implement the steps of the hybrid vehicle comprehensive fuel consumption calculation method as described above.
[0042] In addition, to achieve the above-mentioned purpose, the present invention also proposes a storage medium, on which a hybrid vehicle comprehensive fuel consumption calculation program is stored. When the hybrid vehicle comprehensive fuel consumption calculation program is executed by a processor, the steps of the hybrid vehicle comprehensive fuel consumption calculation method as described above are implemented.
[0043] The present invention discloses a method for filtering instantaneous fuel consumption rates within a driving range using a percentile method to obtain filtered instantaneous fuel consumption rates; obtaining a central instantaneous fuel consumption rate, a standard deviation of the instantaneous fuel consumption rate, and an average instantaneous fuel consumption rate based on the filtered instantaneous fuel consumption rate; selecting an equivalent conversion factor calculation formula based on the relationship between the central instantaneous fuel consumption rate, the standard deviation of the instantaneous fuel consumption rate, and the average instantaneous fuel consumption rate, and determining an equivalent conversion factor based on the equivalent conversion factor calculation formula; and calculating a comprehensive fuel consumption value based on power consumption, fuel consumption, and the equivalent conversion factor. Because the present invention uses a percentile method to filter instantaneous fuel consumption rates within a driving range, then determines an equivalent conversion factor based on the central instantaneous fuel consumption rate, the standard deviation of the instantaneous fuel consumption rate, and the average instantaneous fuel consumption rate of the filtered instantaneous fuel consumption rate, and finally calculates a comprehensive fuel consumption value based on the equivalent conversion factor, compared to the prior art, the present invention comprehensively considers the power consumption and fuel consumption of a hybrid vehicle, reduces confusion for users when checking the consumption status of the hybrid vehicle, and thereby improves user satisfaction with the hybrid vehicle. BRIEF DESCRIPTION OF THE DRAWINGS
[0044] Figure 1 This is a flow chart of a first embodiment of a method for calculating comprehensive fuel consumption of a hybrid vehicle according to the present invention;
[0045] Figure 2 This is a flow chart of a second embodiment of a method for calculating comprehensive fuel consumption of a hybrid vehicle according to the present invention;
[0046] Figure 3 This is a flow chart of a third embodiment of a method for calculating comprehensive fuel consumption of a hybrid vehicle according to the present invention;
[0047] Figure 4 This is a structural block diagram of the first embodiment of the hybrid vehicle comprehensive fuel consumption calculation device of the present invention;
[0048] Figure 5 It is a structural diagram of a hybrid vehicle comprehensive fuel consumption calculation device in the hardware operating environment involved in an embodiment of the present invention.
[0049] The purpose, features and advantages of the present invention will be further described with reference to the accompanying drawings and in conjunction with the embodiments. DETAILED DESCRIPTION
[0050] It should be understood that the specific embodiments described herein are only used to explain the present invention and are not intended to limit the present invention.
[0051] The embodiment of the present invention provides a method for calculating the comprehensive fuel consumption of a hybrid vehicle, referring to Figure 1 , Figure 1 This is a flow chart of the first embodiment of the method for calculating the comprehensive fuel consumption of a hybrid vehicle according to the present invention.
[0052] In this embodiment, the hybrid vehicle comprehensive fuel consumption calculation method includes the following steps:
[0053] Step S10: using the percentile method to filter the instantaneous fuel consumption rate within the driving mileage to obtain the filtered instantaneous fuel consumption rate.
[0054] It should be noted that the execution subject of this embodiment can be a computer server device used in a hybrid electric vehicle with data processing, network communication, and program execution functions, such as an on-board control device, or an electronic device capable of implementing the above functions, a hybrid vehicle comprehensive fuel consumption calculation device, etc. The following uses a hybrid vehicle comprehensive fuel consumption calculation system (hereinafter referred to as the system) that includes a hybrid vehicle comprehensive fuel consumption calculation device as an example to illustrate this embodiment and the following embodiments.
[0055] It should be understood that before step S10, it also includes: obtaining the power consumption (kilowatt-hour, kWh), mileage (kilometers, km), fuel consumption (liters, L) and instantaneous fuel injection amount within a preset time period, and accumulating the instantaneous fuel injection amount within the mileage to obtain the total fuel injection amount.
[0056] It is understandable that this embodiment and the following embodiments are applied to hybrid electric vehicles, which include series hybrid electric vehicles and series-parallel hybrid electric vehicles.
[0057] It should be explained that the percentile method is to sort a set of data from small to large and calculate the corresponding cumulative percentile. The value of the data corresponding to a certain percentile is called the percentile of that percentile. In simple terms, it is to divide a set of data into 100 equal parts, each containing the same number of data points (when the amount of data is not an integer multiple of 100, the number of data points in some parts will be slightly different), and then find the boundary values of each part. These boundary values are percentiles.
[0058] In a specific implementation, two percentiles may be selected as the lower and upper screening boundaries of the instantaneous fuel consumption rate, and then data of the instantaneous fuel consumption rate may be filtered based on the lower and upper screening boundaries.
[0059] It should be noted that the instantaneous fuel consumption rate F rate =Instantaneous fuel injection amount / ((Engine speed×Engine torque) / 9550).
[0060] The instantaneous injection volume refers to the amount of fuel injected into the cylinder through the injector at a specific moment in the engine. This value is determined by the engine management system (ECU) based on the current engine operating conditions (such as speed, load, intake volume, etc.) and the preset injection strategy.
[0061] Step S20: obtaining a central instantaneous fuel consumption rate, an instantaneous fuel consumption rate standard deviation, and an average instantaneous fuel consumption rate according to the filtered instantaneous fuel consumption rate.
[0062] It is understandable that the central instantaneous fuel consumption rate, the instantaneous fuel consumption rate standard deviation and the average instantaneous fuel consumption rate can be directly calculated based on the filtered instantaneous fuel consumption rates according to the median, standard deviation and average calculation methods in mathematical calculations.
[0063] Step S30: selecting an equivalent conversion factor calculation formula based on the relationship between the central instantaneous fuel consumption rate, the instantaneous fuel consumption rate standard deviation, and the average instantaneous fuel consumption rate, and determining an equivalent conversion factor based on the equivalent conversion factor calculation formula.
[0064] It should be understood that the above equivalent conversion factor is a key parameter for converting the power consumption of a hybrid electric vehicle within a driving range into equivalent fuel consumption.
[0065] It should be noted that the relationship between the center instantaneous fuel consumption rate, the instantaneous fuel consumption rate standard deviation, and the average instantaneous fuel consumption rate may be determined by whether the average instantaneous fuel consumption rate is greater than or equal to the difference between the center instantaneous fuel consumption rate and the instantaneous fuel consumption rate standard deviation, and whether the average instantaneous fuel consumption rate is less than or equal to the sum of the center instantaneous fuel consumption rate and the instantaneous fuel consumption rate standard deviation.
[0066] In a specific implementation, it can be determined whether the average instantaneous fuel consumption rate is greater than or equal to the difference between the center instantaneous fuel consumption rate and the standard deviation of the instantaneous fuel consumption rate, and the average instantaneous fuel consumption rate is less than or equal to the sum of the center instantaneous fuel consumption rate and the standard deviation of the instantaneous fuel consumption rate; if so, the first preset formula is used as the equivalent conversion factor calculation formula; if not, the second preset formula is used as the equivalent conversion factor calculation formula; wherein, the first preset formula is: equivalent conversion factor = fuel consumption / total fuel injection amount × center instantaneous fuel consumption rate; wherein, the second preset formula is: equivalent conversion factor = fuel consumption / total fuel injection amount × average instantaneous fuel consumption rate.
[0067] For example, when center instantaneous fuel consumption - instantaneous fuel consumption standard deviation ≤ average instantaneous fuel consumption ≤ center instantaneous fuel consumption + instantaneous fuel consumption standard deviation, the equivalent conversion factor = fuel consumption / total fuel injection amount × center instantaneous fuel consumption; otherwise, the equivalent conversion factor = fuel consumption / total fuel injection amount × average instantaneous fuel consumption.
[0068] Step S40: Calculating a comprehensive fuel consumption value based on the power consumption, the fuel consumption and the equivalent conversion factor.
[0069] It should be noted that the electric power consumption equivalent fuel consumption value may be determined based on the electric power consumption and the equivalent conversion factor, for example, the electric power consumption equivalent fuel consumption value=electric power consumption×equivalent conversion factor.
[0070] It is understandable that, since the average fuel consumption is usually calculated using fuel consumption per 100 kilometers (ie, fuel consumption / mileage×100), this embodiment also uses the comprehensive fuel consumption value per 100 kilometers to calculate.
[0071] In a specific implementation, the electric power consumption equivalent fuel consumption value is determined based on the electric power consumption and the equivalent conversion factor; based on the comprehensive fuel consumption calculation formula, the comprehensive fuel consumption value is calculated through the fuel consumption, the electric power consumption equivalent fuel consumption value and the mileage; wherein, the comprehensive fuel consumption calculation formula is: comprehensive fuel consumption value = (fuel consumption + electric power consumption equivalent fuel consumption value) / mileage × 100.
[0072] This embodiment discloses a method for filtering instantaneous fuel consumption data within a driving range using a percentile method to obtain a filtered instantaneous fuel consumption rate; obtaining a central instantaneous fuel consumption rate, a standard deviation of the instantaneous fuel consumption rate, and an average instantaneous fuel consumption rate based on the filtered instantaneous fuel consumption rate; selecting an equivalent conversion factor calculation formula based on the relationship between the central instantaneous fuel consumption rate, the standard deviation of the instantaneous fuel consumption rate, and the average instantaneous fuel consumption rate, and determining an equivalent conversion factor based on the equivalent conversion factor calculation formula; and calculating a comprehensive fuel consumption value based on power consumption, fuel consumption, and the equivalent conversion factor. Because this embodiment uses the percentile method to filter instantaneous fuel consumption data within a driving range, then determines an equivalent conversion factor based on the central instantaneous fuel consumption rate, the standard deviation of the instantaneous fuel consumption rate, and the average instantaneous fuel consumption rate of the filtered instantaneous fuel consumption rate, and finally calculates a comprehensive fuel consumption value based on the equivalent conversion factor, compared to existing technologies, this embodiment comprehensively considers both power consumption and fuel consumption of a hybrid vehicle, reducing confusion for users when viewing the consumption information of a hybrid vehicle, thereby improving user satisfaction with the hybrid vehicle.
[0073] refer to Figure 2 , Figure 2 This is a flow chart of the second embodiment of the method for calculating the comprehensive fuel consumption of a hybrid vehicle according to the present invention.
[0074] Based on the first embodiment above, in this embodiment, step S10 includes:
[0075] Step S101: determining the instantaneous fuel consumption rate within the mileage according to the instantaneous fuel injection amount, engine speed and engine torque within the mileage.
[0076] It should be noted that the instantaneous fuel consumption rate F rate =Instantaneous fuel injection amount / ((Engine speed×Engine torque) / 9550).
[0077] Step S102: selecting a non-zero instantaneous fuel consumption rate from the instantaneous fuel consumption rates, and determining a screening lower boundary and a screening upper boundary using a percentile method.
[0078] In order to improve the accuracy of the comprehensive energy consumption calculation and improve the calculation efficiency, a non-zero instantaneous fuel consumption rate can be first selected from the instantaneous fuel consumption rates, and then the percentile method is used to determine the screening lower boundary and the screening upper boundary from the non-zero instantaneous fuel consumption rates.
[0079] It should be noted that a non-zero instantaneous fuel consumption rate can be selected from the instantaneous fuel consumption rates; a value at a first preset percentile is determined, and the value at the first preset percentile is used as the lower screening boundary for the non-zero instantaneous fuel consumption rate; a value at a second preset percentile is determined, and the value at the second preset percentile is used as the upper screening boundary for the non-zero instantaneous fuel consumption rate.
[0080] It is understandable that the first preset percentile and the second preset percentile may be user-defined settings, and this embodiment does not limit this.
[0081] Step S103: performing data screening on the non-zero instantaneous fuel consumption rate based on the screening lower boundary and the screening upper boundary to obtain the screened instantaneous fuel consumption rate.
[0082] In a specific implementation, the value at the p% (which can be calibrated, i.e., the first preset percentile) position is obtained, i.e., the pth percentile F p , as the lower boundary of the screening of non-zero instantaneous fuel consumption rate; find the value at the q% (calibrable, that is, the second preset percentile) position, that is, the qth percentile F q , as the upper limit of the screening of non-zero instantaneous fuel consumption rate; where p<q; the data of non-zero instantaneous fuel consumption rate is screened, that is, F p ≤F rate ≤F q , obtain the filtered instantaneous fuel consumption rate.
[0083] This embodiment discloses determining an instantaneous fuel consumption rate within a mileage based on an instantaneous fuel injection amount, an engine speed, and an engine torque within the mileage; selecting a non-zero instantaneous fuel consumption rate from the instantaneous fuel consumption rates, and determining a lower screening boundary and an upper screening boundary using a percentile method; performing data screening on the non-zero instantaneous fuel consumption rates based on the lower screening boundary and the upper screening boundary to obtain a screened instantaneous fuel consumption rate; obtaining a central instantaneous fuel consumption rate, an instantaneous fuel consumption rate standard deviation, and an average instantaneous fuel consumption rate based on the screened instantaneous fuel consumption rate; selecting an equivalent conversion factor calculation formula based on the relationship between the central instantaneous fuel consumption rate, the instantaneous fuel consumption rate standard deviation, and the average instantaneous fuel consumption rate, and determining an equivalent conversion factor based on the equivalent conversion factor calculation formula; and calculating a comprehensive fuel consumption value based on power consumption, fuel consumption, and the equivalent conversion factor. Compared to the prior art, this embodiment selects non-zero instantaneous fuel consumption rates from the instantaneous fuel consumption rates and uses the percentile method to determine the lower and upper screening boundaries. Data screening of the non-zero instantaneous fuel consumption rates is performed based on the lower and upper screening boundaries, thereby not only improving the accuracy of subsequent comprehensive energy consumption calculations but also further improving computational efficiency.
[0084] refer to Figure 3 , Figure 3 This is a flow chart of the third embodiment of the method for calculating the comprehensive fuel consumption of a hybrid vehicle according to the present invention.
[0085] Based on the above embodiments, in this embodiment, step S20 includes:
[0086] Step S201: according to the filtered instantaneous fuel consumption rate, a normal distribution method is used to obtain a central instantaneous fuel consumption rate and a standard deviation of the instantaneous fuel consumption rate.
[0087] Step S202: Calculate the average value of the filtered instantaneous fuel consumption rates, and use the average value as the average instantaneous fuel consumption rate.
[0088] It should be noted that the normal distribution method is applicable not only to continuous data but also to discrete data (under appropriate conditions). While conventional mathematical calculations can also process both types of data, the normal distribution method more accurately reflects the distribution characteristics of continuous data. While the central value and standard deviation obtained through conventional mathematical calculations can describe certain characteristics of the data, they may be limited when performing statistical inference. Therefore, this embodiment utilizes the normal distribution method to obtain the central instantaneous fuel consumption rate and the standard deviation of the instantaneous fuel consumption rate after screening, further improving the accuracy and reliability of subsequent comprehensive energy consumption calculations.
[0089] This embodiment discloses a method for filtering instantaneous fuel consumption data within a driving range using a percentile method to obtain filtered instantaneous fuel consumption; based on the filtered instantaneous fuel consumption, obtaining a central instantaneous fuel consumption and a standard deviation of the filtered instantaneous fuel consumption using a normal distribution method; calculating an average of the filtered instantaneous fuel consumption and using the average as the average instantaneous fuel consumption; selecting an equivalent conversion factor calculation formula based on the relationship between the central instantaneous fuel consumption, the standard deviation of the instantaneous fuel consumption, and the average instantaneous fuel consumption, and determining an equivalent conversion factor based on the equivalent conversion factor calculation formula; and calculating a comprehensive fuel consumption value based on power consumption, fuel consumption, and the equivalent conversion factor. Because this embodiment uses the normal distribution method to obtain the central instantaneous fuel consumption and the standard deviation of the filtered instantaneous fuel consumption, it can more accurately reflect the distribution characteristics of the data compared to ordinary mathematical calculations using the normal distribution method, thereby further improving the accuracy and reliability of subsequent comprehensive energy consumption calculations.
[0090] In addition, an embodiment of the present invention further proposes a storage medium, on which a hybrid vehicle comprehensive fuel consumption calculation program is stored. When the hybrid vehicle comprehensive fuel consumption calculation program is executed by a processor, the steps of the hybrid vehicle comprehensive fuel consumption calculation method described above are implemented.
[0091] Reference Figure 4 , Figure 4 This is a structural block diagram of the first embodiment of the hybrid vehicle comprehensive fuel consumption calculation device of the present invention.
[0092] like Figure 4 As shown, the hybrid vehicle comprehensive fuel consumption calculation device proposed in the embodiment of the present invention includes: a data screening module 401, a data acquisition module 402, a conversion factor determination module 403 and an energy consumption calculation module 404.
[0093] The data screening module 401 is used to screen the instantaneous fuel consumption rate within the driving mileage using the percentile method to obtain the screened instantaneous fuel consumption rate.
[0094] The data acquisition module 402 is configured to obtain a central instantaneous fuel consumption rate, an instantaneous fuel consumption rate standard deviation, and an average instantaneous fuel consumption rate based on the filtered instantaneous fuel consumption rate.
[0095] The conversion factor determination module 403 is configured to select an equivalent conversion factor calculation formula based on the relationship between the center instantaneous fuel consumption rate, the instantaneous fuel consumption rate standard deviation, and the average instantaneous fuel consumption rate, and determine an equivalent conversion factor based on the equivalent conversion factor calculation formula.
[0096] The energy consumption calculation module 404 is used to calculate the comprehensive fuel consumption value according to the power consumption, fuel consumption and the equivalent conversion factor.
[0097] The conversion factor determination module 403 is further configured to determine whether the average instantaneous fuel consumption rate is greater than or equal to the difference between the center instantaneous fuel consumption rate and the standard deviation of the instantaneous fuel consumption rate, and whether the average instantaneous fuel consumption rate is less than or equal to the sum of the center instantaneous fuel consumption rate and the standard deviation of the instantaneous fuel consumption rate; if so, a first preset formula is used as the equivalent conversion factor calculation formula; if not, a second preset formula is used as the equivalent conversion factor calculation formula.
[0098] The data screening module 401 is further configured to obtain power consumption, mileage, fuel consumption, and instantaneous fuel injection amount within a preset time period, and accumulate the instantaneous fuel injection amount within the mileage to obtain a total fuel injection amount.
[0099] The energy consumption calculation module 404 is further configured to determine an electric power consumption equivalent fuel consumption value based on the electric power consumption and the equivalent conversion factor; and calculate a comprehensive fuel consumption value based on the comprehensive fuel consumption calculation formula using the fuel consumption, the electric power consumption equivalent fuel consumption value, and the mileage.
[0100] The present device embodiment discloses using a percentile method to filter data of instantaneous fuel consumption within a driving range to obtain a filtered instantaneous fuel consumption; obtaining a central instantaneous fuel consumption, a standard deviation of the instantaneous fuel consumption, and an average instantaneous fuel consumption based on the filtered instantaneous fuel consumption; selecting an equivalent conversion factor calculation formula based on the relationship between the central instantaneous fuel consumption, the standard deviation of the instantaneous fuel consumption, and the average instantaneous fuel consumption, and determining an equivalent conversion factor based on the equivalent conversion factor calculation formula; and calculating a comprehensive fuel consumption value based on power consumption, fuel consumption, and the equivalent conversion factor. Since the present device embodiment uses the percentile method to filter the instantaneous fuel consumption rate within the driving mileage, then determines the equivalent conversion factor based on the central instantaneous fuel consumption rate, the standard deviation of the instantaneous fuel consumption rate, and the average instantaneous fuel consumption rate of the filtered instantaneous fuel consumption rate, and finally calculates the comprehensive fuel consumption value based on the equivalent conversion factor, compared with the existing technology, the present device embodiment comprehensively considers the power consumption and fuel consumption of the hybrid vehicle, reduces the confusion of users when checking the consumption status of the hybrid vehicle, and thus improves the user's satisfaction with the use of the hybrid vehicle.
[0101] Based on the first embodiment of the hybrid vehicle comprehensive fuel consumption calculation device of the present invention, a second embodiment of the hybrid vehicle comprehensive fuel consumption calculation device of the present invention is proposed.
[0102] In this embodiment, the data screening module 401 is further configured to determine an instantaneous fuel consumption rate within the mileage based on the instantaneous fuel injection amount, engine speed, and engine torque within the mileage; select a non-zero instantaneous fuel consumption rate from the instantaneous fuel consumption rates, and determine a lower screening boundary and an upper screening boundary using a percentile method; and perform data screening on the non-zero instantaneous fuel consumption rates based on the lower screening boundary and the upper screening boundary to obtain a screened instantaneous fuel consumption rate.
[0103] The data screening module 401 is further configured to select a non-zero instantaneous fuel consumption rate from the instantaneous fuel consumption rates; determine a value at a first preset percentile and use the value at the first preset percentile as a lower screening boundary for the non-zero instantaneous fuel consumption rate; and determine a value at a second preset percentile and use the value at the second preset percentile as an upper screening boundary for the non-zero instantaneous fuel consumption rate.
[0104] Other embodiments or specific implementations of the hybrid vehicle comprehensive fuel consumption calculation device of the present invention can refer to the above-mentioned method embodiments and will not be repeated here.
[0105] The present application provides a hybrid vehicle comprehensive fuel consumption calculation device, which includes: at least one processor; and a memory communicatively connected to the at least one processor; wherein the memory stores instructions executable by the at least one processor, and the instructions are executed by the at least one processor so that the at least one processor can execute the hybrid vehicle comprehensive fuel consumption calculation method in the above-mentioned embodiment 1.
[0106] Reference below Figure 5 , which shows a schematic diagram of the structure of a hybrid vehicle comprehensive fuel consumption calculation device suitable for implementing the embodiments of the present application. The hybrid vehicle comprehensive fuel consumption calculation device in the embodiments of the present application may include, but is not limited to, mobile terminals such as mobile phones, laptop computers, digital broadcast receivers, PDAs (Personal Digital Assistants), PADs (Portable Application Descriptions), PMPs (Portable Media Players), in-vehicle terminals (such as in-vehicle navigation terminals), and fixed terminals such as digital TVs and desktop computers. Figure 5 The hybrid vehicle comprehensive fuel consumption calculation device shown is only an example and should not bring any limitation to the functions and scope of use of the embodiments of the present application.
[0107] like Figure 5As shown, the hybrid vehicle comprehensive fuel consumption calculation device may include a processing device 1001 (e.g., a central processing unit, a graphics processing unit, etc.), which can perform various appropriate actions and processes based on programs stored in a read-only memory (ROM) 1002 or programs loaded from a storage device 1003 into a random access memory (RAM) 1004. RAM 1004 also stores various programs and data required for the operation of the hybrid vehicle comprehensive fuel consumption calculation device. Processing device 1001, ROM 1002, and RAM 1004 are interconnected via a bus 1005. An input / output (I / O) interface 1006 is also connected to the bus. Typically, the following systems can be connected to I / O interface 1006: input device 1007 including, for example, a touch screen, touchpad, keyboard, mouse, image sensor, microphone, accelerometer, gyroscope, etc.; output device 1008 including, for example, a liquid crystal display (LCD), speaker, vibrator, etc.; storage device 1003 including, for example, a magnetic tape, hard disk, etc.; and communication device 1009. Communication device 1009 can allow the hybrid vehicle comprehensive fuel consumption calculation device to communicate with other devices wirelessly or by wire to exchange data. Although the figure shows a hybrid vehicle comprehensive fuel consumption calculation device with various systems, it should be understood that implementation or presence of all the illustrated systems is not required. More or fewer systems may alternatively be implemented or present.
[0108] In particular, according to the embodiments disclosed in the present application, the processes described above with reference to the flowcharts can be implemented as computer software programs. For example, the embodiments disclosed in the present application include a computer program product comprising a computer program carried on a computer-readable medium, the computer program comprising program code for executing the method shown in the flowchart. In such an embodiment, the computer program can be downloaded and installed from a network via a communication device, or installed from a storage device 1003, or installed from a ROM 1002. When the computer program is executed by the processing device 1001, the above-mentioned functions defined in the method of the embodiment disclosed in the present application are executed.
[0109] The hybrid vehicle comprehensive fuel consumption calculation device provided in this application utilizes the hybrid vehicle comprehensive fuel consumption calculation method described in the aforementioned embodiment, resolving the prior art technical issue of users having difficulty determining the comprehensive energy consumption of a hybrid vehicle. Compared to the prior art, the hybrid vehicle comprehensive fuel consumption calculation device provided in this application achieves the same beneficial effects as the hybrid vehicle comprehensive fuel consumption calculation method described in the aforementioned embodiment. Other technical features of the hybrid vehicle comprehensive fuel consumption calculation device are the same as those disclosed in the aforementioned embodiment and are not further elaborated here.
[0110] It should be understood that the various parts disclosed in this application can be implemented using hardware, software, firmware, or a combination thereof. In the description of the above embodiments, specific features, structures, materials, or characteristics can be combined in any one or more embodiments or examples in a suitable manner.
[0111] The above description is merely a specific embodiment of the present application, but the scope of protection of the present application is not limited thereto. Any changes or substitutions that can be easily conceived by a person skilled in the art within the technical scope disclosed in this application should be included in the scope of protection of this application. Therefore, the scope of protection of this application should be based on the scope of protection of the claims.
[0112] It should be noted that, in this document, the terms "comprises," "includes," or any other variations thereof are intended to encompass non-exclusive inclusion, such that a process, method, article, or system comprising a series of elements includes not only those elements but also other elements not explicitly listed, or elements inherent to such process, method, article, or system. In the absence of further limitations, an element defined by the phrase "comprising a ..." does not exclude the presence of other identical elements in the process, method, article, or system comprising the element.
[0113] The serial numbers of the above embodiments of the present invention are for description only and do not represent the advantages or disadvantages of the embodiments.
[0114] Through the description of the above embodiments, those skilled in the art can clearly understand that the above-mentioned embodiment methods can be implemented by means of software plus the necessary general hardware platform, and of course can also be implemented by hardware, but in many cases the former is a better embodiment. Based on this understanding, the technical solution of the present invention, or the part that contributes to the prior art, can be embodied in the form of a software product, which is stored in a storage medium (such as read-only memory / random access memory, magnetic disk, optical disk), and includes a number of instructions for enabling a terminal device (which can be a mobile phone, computer, server, air conditioner, or network device, etc.) to execute the methods described in each embodiment of the present invention.
[0115] The above are only preferred embodiments of the present invention and are not intended to limit the patent scope of the present invention. Any equivalent structure or equivalent process transformation made using the contents of the present invention description and drawings, or directly or indirectly applied in other related technical fields, are also included in the patent protection scope of the present invention.
Claims
1. A method for calculating the comprehensive fuel consumption of a hybrid vehicle, characterized in that: The method includes: The percentile method is used to filter the instantaneous fuel consumption rate within the driving mileage to obtain the filtered instantaneous fuel consumption rate; Obtaining a central instantaneous fuel consumption rate, an instantaneous fuel consumption rate standard deviation, and an average instantaneous fuel consumption rate based on the filtered instantaneous fuel consumption rate; selecting an equivalent conversion factor calculation formula based on a relationship between the center instantaneous fuel consumption rate, the instantaneous fuel consumption rate standard deviation, and the average instantaneous fuel consumption rate, and determining an equivalent conversion factor based on the equivalent conversion factor calculation formula; The comprehensive fuel consumption value is calculated based on the power consumption, fuel consumption and the equivalent conversion factor.
2. The method according to claim 1, wherein The step of using the percentile method to filter the instantaneous fuel consumption rate within the mileage to obtain the filtered instantaneous fuel consumption rate includes: determining an instantaneous fuel consumption rate within the mileage based on the instantaneous fuel injection amount, engine speed, and engine torque within the mileage; Selecting a non-zero instantaneous fuel consumption rate from the instantaneous fuel consumption rates, and determining a screening lower boundary and a screening upper boundary using a percentile method; The non-zero instantaneous fuel consumption rate is subjected to data screening based on the screening lower boundary and the screening upper boundary to obtain a screened instantaneous fuel consumption rate.
3. The method according to claim 1, wherein The step of selecting an equivalent conversion factor calculation formula based on the relationship between the center instantaneous fuel consumption rate, the instantaneous fuel consumption rate standard deviation, and the average instantaneous fuel consumption rate comprises: determining whether the average instantaneous fuel consumption rate is greater than or equal to a difference between the center instantaneous fuel consumption rate and a standard deviation of the instantaneous fuel consumption rate, and whether the average instantaneous fuel consumption rate is less than or equal to a sum of the center instantaneous fuel consumption rate and the standard deviation of the instantaneous fuel consumption rate; If yes, the first preset formula is used as the equivalent conversion factor calculation formula; If not, the second preset formula is used as the equivalent conversion factor calculation formula; Among them, the first preset formula is: Equivalent conversion factor = fuel consumption / total fuel injection amount × center instantaneous fuel consumption rate; Wherein, the second preset formula is: Equivalent conversion factor = fuel consumption / total fuel injection amount × average instantaneous fuel consumption rate.
4. The method according to claim 1, wherein Before the step of filtering the instantaneous fuel consumption rate within the mileage by using the percentile method to obtain the filtered instantaneous fuel consumption rate, the method further includes: The power consumption, mileage, fuel consumption and instantaneous fuel injection amount within a preset time period are obtained, and the instantaneous fuel injection amount within the mileage is accumulated to obtain the total fuel injection amount.
5. The method according to claim 1, wherein The step of calculating the comprehensive fuel consumption value based on the power consumption, fuel consumption and the equivalent conversion factor includes: Determining an electric power consumption equivalent fuel consumption value based on the electric power consumption and the equivalent conversion factor; Based on the comprehensive fuel consumption calculation formula, the comprehensive fuel consumption value is calculated by using the fuel consumption, the equivalent fuel consumption value of the power consumption and the mileage; The comprehensive fuel consumption calculation formula is: Comprehensive fuel consumption value = (fuel consumption + equivalent fuel consumption of electricity consumption) / mileage × 100.
6. The method according to claim 2, wherein The step of selecting a non-zero instantaneous fuel consumption rate from the instantaneous fuel consumption rates and determining a screening lower boundary and a screening upper boundary using a percentile method comprises: Selecting a non-zero instantaneous fuel consumption rate from the instantaneous fuel consumption rates; determining a value at a first preset percentile, and using the value at the first preset percentile as a lower boundary for screening the non-zero instantaneous fuel consumption; A value at a second preset percentile is determined, and the value at the second preset percentile is used as an upper screening boundary of the non-zero instantaneous fuel consumption.
7. The method according to claim 1, wherein The step of obtaining a central instantaneous fuel consumption rate, an instantaneous fuel consumption rate standard deviation, and an average instantaneous fuel consumption rate based on the filtered instantaneous fuel consumption rate comprises: According to the filtered instantaneous fuel consumption rate, a central instantaneous fuel consumption rate and an instantaneous fuel consumption rate standard deviation of the filtered instantaneous fuel consumption rate are obtained using a normal distribution method; An average value of the filtered instantaneous fuel consumption rates is calculated, and the average value is used as the average instantaneous fuel consumption rate.
8. A hybrid vehicle comprehensive fuel consumption calculation device, characterized in that: The device comprises: A data screening module is used to screen the instantaneous fuel consumption rate within the mileage using the percentile method to obtain the screened instantaneous fuel consumption rate; a data acquisition module, configured to obtain a central instantaneous fuel consumption rate, a standard deviation of the instantaneous fuel consumption rate, and an average instantaneous fuel consumption rate based on the filtered instantaneous fuel consumption rate; a conversion factor determination module, configured to select an equivalent conversion factor calculation formula based on a relationship between the center instantaneous fuel consumption rate, the instantaneous fuel consumption rate standard deviation, and the average instantaneous fuel consumption rate, and determine an equivalent conversion factor based on the equivalent conversion factor calculation formula; The energy consumption calculation module is used to calculate the comprehensive fuel consumption value based on the power consumption, fuel consumption and the equivalent conversion factor.
9. A hybrid vehicle comprehensive fuel consumption calculation device, characterized in that: The device includes: a memory, a processor, and a hybrid vehicle comprehensive fuel consumption calculation program stored in the memory and executable on the processor. The hybrid vehicle comprehensive fuel consumption calculation program is configured to implement the steps of the hybrid vehicle comprehensive fuel consumption calculation method as described in any one of claims 1 to 7.
10. A storage medium, characterized in that: The storage medium stores a hybrid vehicle comprehensive fuel consumption calculation program, which, when executed by the processor, implements the steps of the hybrid vehicle comprehensive fuel consumption calculation method according to any one of claims 1 to 7.
Citation Information
Patent Citations
Hybrid power automobile oil consumption theoretical calculation and analysis method
CN108388746A
Hybrid electric vehicle energy consumption calculation method, electronic equipment and storage medium
CN117734711A