A charging strategy verification method, system, control device and readable storage medium
By simulating historical records and simulation models of battery swapping stations, the electricity consumption of charging strategies is calculated, and the optimal strategy is quickly selected. This solves the problem of long verification time for charging strategies at battery swapping stations and ensures the normal operation of battery swapping stations.
Patent Information
- Application Number
- CN202211722871.5
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- Filing Date
- 2022-12-30
- Publication Date
- 2025-11-28
- Estimated Expiration
- 2042-12-30
AI Technical Summary
In existing technologies, the testing and verification of charging strategies for battery swapping stations is time-consuming, and improper strategy combinations can affect the normal operation of battery swapping stations.
By acquiring historical battery swapping records from battery swapping stations, a simulation model is used to simulate battery swapping, calculate the electricity consumption of different charging strategies, and select the optimal strategy while ensuring the normal operation of the battery swapping station.
This significantly shortens the charging strategy verification time, improves the accuracy and efficiency of strategy selection, and avoids impacting the normal operation of the battery swapping station.
Smart Images

Figure CN116198345B_ABST
Abstract
Description
TECHNICAL FIELD
[0001] The present application relates to the field of power market, and particularly provides a charging strategy verification method, system, control device and readable storage medium. BACKGROUND
[0002] At present, with the acceleration of popularization of new energy vehicles, the energy supplement demand of electric vehicle users is increasing. The battery swap mode, as a way for electric vehicle users to supplement energy, has attracted widespread attention from major new energy vehicle enterprises. The battery swap mode refers to the way of quickly supplementing the energy of electric vehicles by directly replacing power batteries, which is generally completed in a battery swap station.
[0003] In the operation of the battery swap station, setting a reasonable charging strategy, i.e., a reasonable charging rate combination, is crucial to the economic operation of the battery swap station. When formulating the charging strategy, factors such as the tiered electricity price, the number of batteries, and the future number of battery swaps are mainly considered. Different factors have different influences on the operation of the battery swap station, and the same factor has different influences at different time periods or in different battery swap stations.
[0004] In the actual operation of the battery swap station, in order to obtain a charging strategy combination that meets the actual situation of the operation of the battery swap station and is the most economical, it is necessary to actually test and compare the advantages and disadvantages of different charging strategies. Testing a strategy combination requires several weeks or even months of time, and when the strategy combination is improper, it will have an adverse effect on the normal battery swap business of the battery swap station.
[0005] Correspondingly, there is a need in the art for a new charging strategy verification method scheme to solve the above problems. SUMMARY
[0006] In order to overcome the above-mentioned defects, the present application is proposed to provide a charging strategy verification method to solve or at least partially solve the technical problem of long time consumption in testing and verifying the charging strategy.
[0007] In a first aspect, the present application provides a charging strategy verification method, comprising:
[0008] obtaining historical battery swap records of a battery swap station within a continuous time T;
[0009] According to the historical battery swap records, simulating battery swap through a simulation model;
[0010] According to the simulated battery swap, calculating the electricity cost consumed by the charging strategy to be tested;
[0011] Under the premise of meeting the normal operation of the battery swap station, comparing the electricity costs required by different charging strategies within the continuous time T to select the optimal charging strategy.
[0012] In one embodiment, the historical battery swap records include a battery swap time and a corresponding first battery SOC value of a battery being swapped out.
[0013] In one embodiment, before the simulation of battery replacement according to the historical battery replacement records through the simulation model, the method comprises:
[0014] establishing a first SOC list recording the SOC values of the batteries to be replaced in the battery replacement station.
[0015] In one embodiment, the simulation of battery replacement according to the historical battery replacement records through the simulation model comprises:
[0016] obtaining a first battery SOC value corresponding to any battery replacement time from the historical battery replacement records;
[0017] filling the information of the battery with the maximum SOC value in the first SOC list into a second SOC list;
[0018] replacing the maximum SOC value in the first SOC list with the first battery SOC value.
[0019] In one embodiment, the simulation of battery replacement according to the historical battery replacement records through the simulation model further comprises:
[0020] traversing all the battery replacement times in the historical battery replacement records and filling the corresponding battery SOC values into the first SOC list and the second SOC list respectively.
[0021] In one embodiment, the simulation of battery replacement according to the historical battery replacement records through the simulation model further comprises: simulating charging according to the charging strategy and updating the first SOC list in real time.
[0022] In one embodiment, the calculation of the electricity cost consumed by the to-be-tested charging strategy according to the simulation of battery replacement comprises:
[0023] two adjacent battery replacement times in the historical battery replacement records are sequentially recorded as a first battery replacement time and a second battery replacement time according to the time sequence,
[0024] the time from the first battery replacement time to the second battery replacement time is evenly divided into a plurality of time periods;
[0025] obtaining the charging rate of each time period according to the to-be-tested charging strategy;
[0026] obtaining the electricity price corresponding to the time period;
[0027] calculating the electricity cost required for charging the battery in each time period according to the charging strategy;
[0028] obtaining the total electricity cost required from the first battery replacement time to the second battery replacement time according to the electricity cost required in each time period.
[0029] In one embodiment, the time from the first battery replacement time to the second battery replacement time is evenly divided into several time periods, including: the time period is 1s interval.
[0030] In one embodiment, the calculating the electricity cost consumed by the to-be-tested charging strategy according to the simulated battery replacement further includes:
[0031] Traversing all the first battery replacement time to the second battery replacement time in the historical battery replacement record to obtain the total electricity cost required for completing the historical battery replacement according to the charging strategy.
[0032] In a second aspect, the present application provides a charging strategy verification system, comprising:
[0033] An acquisition module: acquiring historical battery replacement records in a continuous time T of the battery replacement station;
[0034] A simulation module: simulating battery replacement through a simulation model according to the historical battery replacement records;
[0035] A calculation module: calculating the electricity cost consumed by the to-be-tested charging strategy according to the simulated battery replacement;
[0036] An analysis module: comparing the electricity cost required by different charging strategies in the continuous time T to select the optimal charging strategy under the premise of meeting the normal operation of the battery replacement station.
[0037] In a third aspect, a control device is provided, comprising a processor and a storage device, the storage device is adapted to store a plurality of program codes, characterized in that the program codes are adapted to be loaded and run by the processor to execute the charging strategy verification method of any one of the technical solutions of the above-mentioned method.
[0038] In a fourth aspect, a computer readable storage medium is provided, wherein a plurality of program codes are stored, characterized in that the program codes are adapted to be loaded and run by a processor to execute the charging strategy verification method of any one of the technical solutions of the above-mentioned method.
[0039] The above one or more technical solutions of the present application have at least one or more of the following beneficial effects:
[0040] In the implementation of the technical solutions of the present application, by acquiring the historical battery replacement record data in the battery replacement station, the battery replacement events of the historical battery replacement record of the battery replacement station are simulated through a simulation model, so that the charging strategy is verified, the optimal charging strategy can be found simply and quickly, the result of the verification has high persuasiveness, the time of strategy verification is greatly shortened, and the influence of the strategy verification process on the normal operation of the battery replacement station is avoided. BRIEF DESCRIPTION OF DRAWINGS
[0041] The disclosure of the present application will become more fully understood from the detailed description given herein below, and appended claims, accompanied by the accompanying drawings. It is to be understood that the drawings are designed solely for purposes of illustration and not as a definition of the limits of the application, for which reference should be made to the appended claims. In the drawings, like reference numerals refer to identical or similar components throughout the several views.
[0042] Figure 1 is a main flowchart of the charging strategy verification method according to an embodiment of the present application;
[0043] Figure 2 is a main flowchart of the simulation of battery swap according to an embodiment of the present application;
[0044] Figure 3 is a main flowchart of calculating the electricity cost consumed by the charging strategy to be tested according to the simulation of battery swap according to an embodiment of the present application;
[0045] Figure 4 is a main structural block diagram of the charging strategy verification according to an embodiment of the present application. DETAILED DESCRIPTION
[0046] Some embodiments of the present application will be described below with reference to the accompanying drawings. It should be understood by those skilled in the art that these embodiments are only used to explain the technical principles of the present application, and are not intended to limit the protection scope of the present application.
[0047] In the description of the present application, "module" and "processor" can include hardware, software or a combination of both. A module can include hardware circuit, various suitable sensors, communication port, memory, and can also include software part such as program code, and can be a combination of software and hardware. The processor can be a central processor, microprocessor, image processor, digital signal processor or any other suitable processor. The processor has data and / or signal processing functions. The processor can be implemented in software, hardware or a combination of both. The non-transitory computer readable storage medium includes any suitable medium that can store program code, such as magnetic disk, hard disk, optical disk, flash memory, read-only memory, random access memory, etc. The term "A and / or B" means all possible combinations of A and B, such as only A, only B or both A and B. The term "at least one of A or B" or "at least one of A and B" has similar meaning as "A and / or B", and can include only A, only B or both A and B. The singular form of the term "one", "this" can also include plural forms.
[0048] Referring to the drawings Figure 1 , Figure 1 is a main flowchart of the charging strategy verification method according to an embodiment of the present application. As shown in FIG. 1, the method includes the following steps: Figure 1As shown, the method mainly comprises the following steps S1-S4.
[0049] S1, obtaining historical battery swap records of the battery swap station in a continuous time T;
[0050] In this embodiment, compared with other selection of charging strategies according to real-time battery swap records, the historical battery swap records of the battery swap station in a continuous time T are obtained, which can reflect the running state of the current battery swap station and will not affect the normal operation of the battery swap station due to verification of the charging strategy. The continuous time T can be flexibly selected according to the specific battery swap station, and the purpose is to intercept the battery swap running state of the battery swap station. Specifically, 1 week, 1 month or 3 months can be selected.
[0051] In one embodiment, the historical battery swap information recorded in the historical battery swap records includes but is not limited to battery swap time and the corresponding first battery SOC value. For convenience of description, the battery swap time is sequentially recorded as t1, t2, … t n-1 n , and the corresponding first battery SOC value is sequentially recorded as SOC t1 , SOC t2 , … SOC tn-1 , SOC tn .
[0052] S2, simulating battery swap by a simulation model according to the historical battery swap records;
[0053] In one embodiment, before simulating battery swap by a simulation model according to the historical battery swap records, the verification method comprises: establishing a first SOC list, the first SOC list recording the SOC values of the batteries to be swapped in the battery swap station. The first SOC list can more intuitively reflect the existing battery situation in the battery swap station.
[0054] In one embodiment, referring to Figure 2 , Figure 2 is a main step flow diagram of simulating battery swap by a simulation model according to one embodiment of the present application, simulating battery swap by a simulation model according to the historical battery swap records, comprising steps S20-S22:
[0055] S20, obtaining the first battery SOC value corresponding to the battery swap time from the historical battery swap records.
[0056] Specifically, according to the specific distinction of the battery swap time and the first battery SOC value in the historical battery swap records, the battery swap time t1 and the first battery SOC value SOC t1 corresponding to t1 are obtained from the historical battery swap records.
[0057] S21, filling the information of the battery with the largest SOC value in the first SOC list into the second SOC list.
[0058] In the embodiment, the battery swap simulation is performed, i.e., a customer comes to the battery swap station to swap the battery. The battery swap station needs to swap the battery with the largest SOC value in the battery swap station to the customer. The SOC value of the battery swapped to the customer can present the satisfaction of the customer to the battery swap to a certain extent. The customer will want to swap the battery with a large SOC value, i.e., the larger the SOC value of the battery swapped to the customer, the higher the satisfaction of the customer. On the other hand, the SOC value of the battery swapped to the customer can also reflect whether the battery swap station can operate normally. Therefore, the information of the battery to be swapped to the customer is filled into the second SOC list as a basis for evaluating whether the charging strategy meets the normal operation of the battery swap station.
[0059] S22, replacing the largest SOC value in the first SOC list with the first battery SOC value.
[0060] In the embodiment, the battery swap simulation is performed, i.e., a customer comes to the battery swap station to swap the battery. The customer swaps the battery with less power to the battery swap station, and the battery swap station swaps the battery with the largest SOC value in the battery swap station to the customer. At this time, the customer gets the battery with the largest SOC value in the battery swap station, and the battery swap station gets the battery with less power from the customer. The first SOC list records the SOC values of the batteries to be swapped in the battery swap station, and the largest SOC value is selected from the SOC values, i.e., the battery with the largest SOC value in the battery swap station is replaced with the first battery SOC value, i.e., the battery with less power from the customer. Specifically, the largest SOC value in the first SOC list is replaced with the first battery SOC value SOC t1 .
[0061] In one embodiment, the battery swap is simulated by the simulation model according to the historical battery swap record, and further comprising a step S50:
[0062] S50, traversing all battery swap times in the historical battery swap record, and filling the corresponding battery SOC values into the first SOC list and the second SOC list, respectively.
[0063] In the embodiment, step S50 traverses the battery swap time and simulates the battery swap. Specifically, after the battery swap event at the battery swap time t1 is completed, the battery swap simulation at the battery swap time t2 in the historical battery swap record is performed, i.e., steps S20-S22 are performed on the premise that the battery swap time is t2. Specifically, the first battery SOC value corresponding to the battery swap time t2 is obtained; the information of the battery with the largest SOC value in the first SOC list at the current time (t2) is filled into the second SOC list; the current largest SOC value in the first SOC list is replaced with the SOC value corresponding to t2 t2. Thus, the loop is traversed until the last battery swap time t in the historical battery swap record n , obtaining a second SOC list recording the SOC values of the batteries swapped to the customer within the continuous time T, and a first SOC list recording the SOC values of the batteries swapped from the customer to be charged.
[0064] In one embodiment, according to the historical battery swap record, the simulated battery swap by the simulation model further comprises: simulating charging according to the charging strategy and updating the first SOC list in real time. The first SOC list records the SOC values of the batteries to be swapped in the battery swap station. When simulating charging according to the charging strategy, the batteries in the battery swap station are charged, and the first SOC list needs to be updated in real time at this time, so that the battery swapped to the customer in the subsequent time is the battery with the maximum SOC value in the battery swap station at the current time.
[0065] S3, calculating the electricity fee consumed by the charging strategy to be tested according to the simulated battery swap.
[0066] Referring to Figure 3 , Figure 3 is the main step flowchart of calculating the electricity fee consumed by the charging strategy to be tested according to the simulated battery swap of one embodiment of the present application. As Figure 3 shown, it comprises steps S30-S35:
[0067] S30, sequentially recording two adjacent battery swap times in the historical battery swap record as a first battery swap time and a second battery swap time according to time sequence.
[0068] In this embodiment, the first battery swap time occurs before the second battery swap time. Specifically, the first battery swap time is recorded as t1, and the second battery swap time is recorded as t2 according to the historical battery swap record.
[0069] S31, uniformly dividing the time from the first battery swap time to the second battery swap time into several time periods.
[0070] In this embodiment, the purpose of dividing the time is to more accurately calculate the electricity fee consumed when charging the battery. Since the time range from t1 to t2 is large, and the time for a battery to be fully charged is less than the time range from t1 to t2, it is not accurate to directly use the time range from t1 to t2 to calculate the electricity fee. Therefore, the time range from t1 to t2 is divided into several time periods. A certain battery may complete charging in a certain time period within the time range from t1 to t2, at which time the remaining time for calculating the electricity fee is no longer calculated. That is, it is fully charged and no longer needs to be charged.
[0071] Further, the time period can be adjusted according to specific conditions, for example, 1 min, 30 s or 1 s. In order to calculate the specific power consumption more accurately, the time period is selected as 1 s.
[0072] S32, according to the charging strategy to be tested, the charging rate of each time period is obtained.
[0073] In this embodiment, the number of batteries that need to be charged in each time period is different, and the corresponding charging rate is also different. The charging rate combination includes c1, c2, c3…c n where n is the number of batteries.
[0074] In one specific embodiment, according to the tested charging strategy, the charging rate combination of t1 to t1+1s is obtained.
[0075] S33, the electricity price corresponding to the time period is obtained;
[0076] In one specific embodiment, the electricity price corresponding to the time period of t1 to t1+1s is obtained. Further, before the simulation is performed, the step electricity price table information can also be input in advance in the simulation model, and the corresponding electricity price is directly called according to the time period.
[0077] S34, according to the charging strategy, the electricity fee required by the battery charging in each time period is calculated;
[0078] In one specific embodiment, because the SOC values of each battery are different, the electricity fee of each battery in each time period needs to be calculated. Taking 1 s as an example, the electricity fee of each battery in 1 s is calculated, and the electricity fees consumed by each battery are added to obtain the electricity fee required by the battery charging in t1 to t1+1s. The calculation formula of the electricity fee of each battery in 1 s is as follows:
[0079]
[0080] wherein, c n the battery charging rate (generally 0-1.5), P the rated power of the battery, p the electricity price, SOC n the current SOC value of the battery (0-100).
[0081] S35, according to the electricity fee required by each time period, the total electricity fee required from the first battery replacement time to the second battery replacement time is obtained.
[0082] In the embodiment, the total electricity fee consumed by each section is accumulated, and the total electricity fee required from the first battery replacement time to the second battery replacement time is obtained. Specifically, the total electricity fee of the time section t1 to t1+1s is obtained according to steps S32-S34; the time section t1+1s to t1+2s is obtained by performing steps S32-S34; and steps S32-S34 are repeated until t1+ns=t2. The electricity fee of each time section is accumulated to obtain the total electricity fee required from the battery replacement time t1 when the first battery replacement event occurs to the battery replacement time t2 when the second battery replacement event occurs.
[0083] In one embodiment, the step S60 of calculating the electricity fee consumed by the to-be-tested charging strategy according to the simulation battery replacement is further included.
[0084] S60, all the first battery replacement time to the second battery replacement time in the historical battery replacement record is traversed to obtain the total electricity fee required for completing the historical battery replacement according to the charging strategy.
[0085] In the embodiment, a plurality of battery replacement events are recorded in the historical battery replacement record, and the electricity fee required in the time section between two battery replacement events is calculated, i.e., the electricity fee of the time section from the first battery replacement time to the second battery replacement time. Specifically, the electricity fee required in the time section from t1 to t2 is calculated according to steps S30-S35; the electricity fee required in the time section from t2 to t3 is calculated according to steps S30-S35; and steps S30-S35 are repeated until the electricity fee of the time section from t n-1 to t n is calculated. The calculated electricity fee of the time sections t1-t2, t2-t3,..., t n-1 to t n is accumulated, and the electricity fee consumed by the charging strategy in the continuous time T is obtained.
[0086] S4, under the premise of meeting the normal operation of the battery replacement station, the electricity fee required by different charging strategies in the continuous time T is compared to select the optimal charging strategy.
[0087] In the embodiment, the second SOC list is the basis for evaluating whether the charging strategy meets the normal operation of the battery replacement station. Different customer groups face different requirements for the data distribution of the SOC values in the second list. For example, if the customer group facing the battery replacement station is a taxi, the requirement for the data distribution in the second SOC list will be relatively high, for example, the number of battery SOC values of 90 needs to be higher than 85%, and the condition for meeting the normal operation of the battery replacement station is met. Relative to the customer group facing private cars or business circles, the requirement for the data distribution in the second SOC list will be relatively low. Under the premise of meeting the normal operation of the battery replacement station, the charging strategy with the least electricity fee required in the continuous time T is selected as the optimal charging strategy.
[0088] In the technical scheme of the present application, by acquiring historical battery replacement record data in the battery replacement station, the battery replacement events of the historical battery replacement record in the battery replacement station are simulated by a simulation model, so that the charging strategy is verified, the best charging strategy can be quickly found, the result of the verification has high persuasiveness, the time for strategy verification is greatly shortened, and the influence of the strategy verification process on the normal operation of the battery replacement station is avoided.
[0089] It should be noted that, although the steps in the above embodiments are described in a specific order, those skilled in the art can understand that, in order to achieve the effect of the present application, the different steps do not have to be executed in such an order, they can be executed simultaneously (in parallel) or in other orders, and these changes are within the protection scope of the present application.
[0090] Further, the present application also provides a charging strategy verification system 70.
[0091] Referring to the accompanying Figure 4 , Figure 4 is the main structure block diagram of the charging strategy verification system according to an embodiment of the present application. It mainly includes an acquisition module 71, a simulation module 72, a calculation module 73, and an analysis module 74. The acquisition module 71 acquires historical battery replacement records in a continuous time T of the battery replacement station; the simulation module 72 simulates battery replacement by a simulation model according to the historical battery replacement records; the calculation module 73 calculates the electricity cost consumed by the charging strategy to be tested according to the simulated battery replacement; and the analysis module 74 selects the optimal charging strategy by comparing the electricity costs required by different charging strategies in the continuous time T under the premise of meeting the normal operation of the battery replacement station. In an embodiment, the description of the specific implementation function can be referred to steps S1-S4.
[0092] Further, it should be understood that, since the setting of each module is only for illustrating the functional units of the device of the present application, the corresponding physical device of the module can be the processor itself, or a part of software, a part of hardware, or a part of combination of software and hardware in the processor. Therefore, the number of each module in the figure is only illustrative.
[0093] Those skilled in the art can understand that each module in the device can be adaptively split or combined. Such splitting or combining of the specific module will not cause the technical scheme to deviate from the principles of the present application, therefore, the technical scheme after splitting or combining will fall within the protection scope of the present application.
[0094] The charging strategy verification system described above is used for executing Figure 1The technical principles, technical problems solved, and technical effects of the two charging strategy verification method embodiments are similar. A person skilled in the art can clearly understand that, for the convenience and brevity of description, the specific working process and related description of the charging strategy verification system can refer to the content described in the charging strategy verification method embodiments, which will not be repeated here.
[0095] A person skilled in the art can understand that all or part of the processes in the method of the above-mentioned embodiment can also be completed by a computer program instructing related hardware. The computer program can be stored in a computer readable storage medium. When the computer program is executed by a processor, the steps of each method embodiment described above can be implemented. The computer program includes computer program code, which can be in the form of source code, object code, executable files, or some intermediate forms, etc. The computer readable storage medium can include any entity or device, medium, U disk, mobile hard disk, magnetic disk, optical disk, computer memory, read-only memory, random access memory, electrical carrier signal, telecommunication signal, and software distribution medium, etc. that can carry the computer program code. It should be noted that the contents included in the computer readable storage medium can be appropriately increased or decreased according to the requirements of legislation and patent practice in the jurisdiction. For example, in some jurisdictions, according to legislation and patent practice, the computer readable storage medium does not include electrical carrier signals and telecommunication signals.
[0096] Further, the present application also provides a control device. In an embodiment of the control device according to the present application, the control device includes a processor and a storage device. The storage device can be configured to store a program for executing the charging strategy verification method of the above-mentioned method embodiments. The processor can be configured to execute the program in the storage device, which includes but is not limited to the program for executing the charging strategy verification method of the above-mentioned method embodiments. For the convenience of description, only the parts related to the embodiments of the present application are shown, and the specific technical details that are not disclosed are referred to the method part of the embodiments of the present application. The control device can be a control device device formed by various electronic devices.
[0097] Further, the present application also provides a computer readable storage medium. In an embodiment of the computer readable storage medium according to the present application, the computer readable storage medium can be configured to store a program for implementing the charging strategy verification method of the above-mentioned method embodiment, which can be loaded and run by the processor to implement the above-mentioned charging strategy verification method. For the convenience of illustration, only the parts related to the embodiments of the present application are shown, and the specific technical details not disclosed are referred to the method part of the embodiments of the present application. The computer readable storage medium can be a storage device formed by various electronic devices, and optionally, the computer readable storage medium in the embodiments of the present application is a non-transitory computer readable storage medium.
[0098] So far, the technical solutions of the present application have been described in combination with the preferred embodiments shown in the drawings, but those skilled in the art can easily understand that the protection scope of the present application is obviously not limited to these specific embodiments. Those skilled in the art can make equivalent changes or replacements to the related technical features without departing from the principles of the present application, and the technical solutions after the changes or replacements will fall within the protection scope of the present application.
Claims
1. A charging strategy verification method, characterized in that, The method comprises the following steps: acquiring historical battery swap records of a battery swap station in a continuous time T; simulating battery swap through a simulation model according to the historical battery swap records; calculating electricity fees consumed by a to-be-tested charging strategy according to the simulated battery swap; comparing electricity fees required by different charging strategies in the continuous time T to select an optimal charging strategy under the premise of normal operation of the battery swap station; the step of calculating the electricity fees consumed by the to-be-tested charging strategy according to the simulated battery swap comprises the following steps: recording two adjacent battery swap times in the historical battery swap records as a first battery swap time and a second battery swap time in time sequence; uniformly dividing time from the first battery swap time to the second battery swap time into a plurality of time intervals; acquiring a charging rate of each time interval according to the to-be-tested charging strategy; acquiring an electricity price corresponding to the time interval; calculating electricity fees required for charging a battery in each time interval according to the charging strategy; obtaining a total electricity fee required from the first battery swap time to the second battery swap time according to the electricity fees required in each time interval.
2. The method of claim 1, wherein, The historical battery swap records comprise a battery swap time and a first battery SOC value corresponding to the battery swap time.
3. The method of claim 1, wherein, Before the step of simulating battery swap through a simulation model according to the historical battery swap records, the method further comprises the following steps: establishing a first SOC list, wherein the first SOC list records SOC values of batteries to be swapped in the battery swap station.
4. The method of claim 3, wherein, The step of simulating battery swap through a simulation model according to the historical battery swap records comprises the following steps: acquiring a first battery SOC value of any battery swap time from the historical battery swap records; filling information of a battery with a maximum SOC value in the first SOC list into a second SOC list; replacing the maximum SOC value in the first SOC list with the first battery SOC value.
5. The method of claim 4, wherein, The step of simulating battery swap through a simulation model according to the historical battery swap records further comprises the following steps: traversing all battery swap times in the historical battery swap records and filling corresponding battery SOC values into the first SOC list and the second SOC list respectively.
6. The method of claim 3, wherein, The step of simulating battery swap through a simulation model according to the historical battery swap records further comprises the following step:
7. The method of claim 1, wherein, simulating charging according to the charging strategy and updating the first SOC list in real time.
8. The method of claim 1, wherein, The step of uniformly dividing time from the first battery swap time to the second battery swap time into a plurality of time intervals comprises the following step: traversing all first battery swap times to second battery swap times in the historical battery swap records to obtain a total electricity fee required for completing historical battery swap according to the charging strategy.
9. A charging strategy verification system characterized by, The method comprises the following steps: an acquiring module: acquiring historical battery swap records of a battery swap station in a continuous time T; a simulating module: simulating battery swap through a simulation model according to the historical battery swap records; The computing module: according to the simulation battery swap calculation to be tested the power consumption of charging strategy;According to the simulation battery swap calculation to be tested the power consumption of charging strategy, it includes: the adjacent two battery swap time in the historical battery swap record is recorded as the first battery swap time, the second battery swap time in time sequence;The first battery swap time to the second battery swap time is evenly divided into several time periods;According to the to-be-tested charging strategy, the charging rate of each time period is obtained;The corresponding electricity price of the time period is obtained;According to the charging strategy, the electricity fee required for charging the battery in each time period is calculated;According to the electricity fee required for each time period, the total electricity fee required from the first battery swap time to the second battery swap time is obtained; The analysis module: under the premise of meeting the normal operation of the battery swap station, the electricity fees required by different charging strategies in the continuous time T are compared to select the optimal charging strategy.
10. A control device comprising a processor and a storage device, the storage device being adapted to store a plurality of program codes, characterized in that, The program code is adapted to be loaded and run by the processor to execute the method of any one of claims 1 to 8.
11. A computer readable storage medium having stored therein a plurality of program codes, characterized in that, The program code is adapted to be loaded and run by the processor to execute the method of any one of claims 1 to 8.
Citation Information
Patent Citations
Method and device for determining battery charging strategy of battery replacing station
CN110015115A
Battery charging method and device of battery swap station, storage medium and electronic equipment
CN113459871A
Method and system for predicting battery replacement demand of electric vehicle based on time sequence
CN114943386A