SOC correction reminding method of electric vehicle, electronic equipment and storage medium
By receiving the stationary parking command of the electric vehicle, determining its historical average power consumption and sending a SOC correction reminder, the problem of SOC jump when the electric vehicle is stationary is solved, improving user experience and vehicle reliability.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2026-01-07
- Publication Date
- 2026-04-07
AI Technical Summary
When an electric vehicle is stationary, a small current discharge can cause a jump in the State of Charge (SOC) when it restarts, leading to range anxiety or even breakdowns while driving.
By receiving the stationary parking command uploaded by the electric vehicle, the historical average power consumption is determined based on its identity information, and a SOC correction reminder message is sent to the user terminal, suggesting slow charging to 100% to correct the SOC.
This avoids sudden changes in SOC, reduces user anxiety, prevents breakdowns while driving, and improves the reliability of electric vehicles.
Smart Images

Figure CN121799175A_ABST
Abstract
Description
TECHNICAL FIELD
[0001] The present application relates to the technical field of electric vehicles, and particularly relates to an SOC correction reminding method for an electric vehicle, an electronic device and a storage medium. BACKGROUND
[0002] With the development of science and technology and the strengthening of people's environmental protection awareness, electric vehicles are increasingly favored by people.
[0003] At present, when an electric vehicle is parked, a small irregular current discharge occurs due to the operation of high-power components (such as a vehicle-mounted refrigerator or components associated with a sentinel mode), thereby generating static power consumption. Since the small irregular current discharge is not easy to be monitored, the SOC displayed at the initial moment when the electric vehicle is restarted is still the SOC before parking. After the electric vehicle travels for a period of time, the SOC is automatically corrected in combination with the previous static power consumption, resulting in a jump in the SOC and causing the user's range anxiety and even causing the electric vehicle to break down while traveling. SUMMARY
[0004] The present application provides an SOC correction reminding method for an electric vehicle, an electronic device and a storage medium, which are used to solve the problem that in the prior art, after an electric vehicle travels for a period of time, the SOC is automatically corrected in combination with the previous static power consumption, resulting in a jump in the SOC and causing the user's range anxiety and even causing the electric vehicle to break down while traveling.
[0005] In a first aspect, the present application provides an SOC correction reminding method for an electric vehicle, applied to a cloud server, and the method provided by the present application comprises the following steps. receiving a parking instruction uploaded by an electric vehicle, the parking instruction carrying identity information of the electric vehicle; determining average power consumption of each time of parking of the electric vehicle in history based on the identity information of the electric vehicle; in a case where the average power consumption is greater than a set power threshold, sending reminding information of SOC correction to a user terminal associated with the identity information of the electric vehicle.
[0006] In some embodiments, the step of determining the average power consumption of each time of parking of the electric vehicle in history based on the identity information of the electric vehicle comprises the following steps. based on the identity information of the electric vehicle, obtaining average parking duration, driving habit features associated with parking power consumption and basic power consumption per unit time of each time of parking of the electric vehicle in history; determining additional power consumption per unit time of the electric vehicle according to the driving habit features associated with the parking power consumption; The base power consumption per unit time is compared with the additional power consumption of the electric vehicle per unit time. The sum of these is determined as the total power consumption of the electric vehicle per unit time. The average power consumption of an electric vehicle during each historical period of stationary parking is determined based on the average stationary parking time of the electric vehicle and the total power consumption of the electric vehicle per unit time.
[0007] In some implementations, vehicle usage habits associated with idle power consumption include the percentage of times Sentinel mode is used and the percentage of times the refrigerator is used. Based on these usage habits associated with idle power consumption, the additional power consumption per unit time of the electric vehicle is determined, including: If the percentage of times the Sentinel mode is used exceeds the set percentage threshold, obtain the power consumption of the electric vehicle in Sentinel mode per unit time. If the percentage of times the refrigerator is used exceeds a set threshold, obtain the power consumption of the refrigerator per unit time. The sum of the power consumption of the electric vehicle in Sentinel mode per unit time and the power consumption of the refrigerator per unit time is determined as the additional power consumption of the electric vehicle per unit time.
[0008] In some implementations, the average power consumption of the electric vehicle during each historical period of stationary parking is determined based on the electric vehicle's identity information, including: Based on the electric vehicle's identification information, the system retrieves the actual power consumption of the electric vehicle during each historical period of stationary parking from a pre-set database. The average power consumption of electric vehicles during each historical period of stationary parking is determined based on the actual power consumption of the electric vehicles during each historical period of stationary parking.
[0009] In some embodiments, the method provided in this application further includes: When the average power consumption exceeds a set power threshold, the electric vehicle's identity information is marked. Receive a SOC anomaly query command from the customer service terminal, wherein the SOC anomaly query command... It contains the vehicle owner's identification information; If the identity information of the electric vehicle associated with the owner's identity information is marked, the marked electric vehicle's identity information will be sent to the customer service terminal.
[0010] In some implementations, the SOC calibration reminder is a prompt instructing the vehicle owner to slow charge the electric vehicle to 100%.
[0011] In some implementations, a reminder message for SOC correction is sent to the user terminal associated with the electric vehicle's identity information, including: From the pre-set database, query the frequently used times associated with the electric vehicle's identity information; When the current time arrives at the usual time for vehicle use or when the electric vehicle is detected to be charging, a reminder message for SOC correction is sent to the user terminal associated with the electric vehicle's identity information.
[0012] In a second aspect, this application also provides an electronic device, including a memory, a processor, and a computer program stored in the memory and executable on the processor, wherein when the processor executes the computer program, the electronic device performs the method provided in the first aspect of this application.
[0013] Thirdly, this application also provides a storage medium storing a computer program, which, when executed by a processor, causes the computer to perform the method provided in the first aspect of this application.
[0014] Fourthly, this application also provides a computer program product, including a computer program that, when run, causes an electronic device to perform the method provided in the first aspect of this application.
[0015] This application provides a method, electronic device, and storage medium for SOC correction reminders for electric vehicles. It can receive parking commands uploaded by the electric vehicle, which carry the vehicle's identification information. Understandably, during parking, electric vehicles generate continuous, irregular small-current discharges that are difficult to detect, resulting in a certain amount of parking power consumption. Therefore, based on the electric vehicle's identification information, the average power consumption of the electric vehicle during its historical parking periods can be determined. This average power consumption can characterize the power consumption of the electric vehicle during the current parking period. If the average power consumption exceeds a set power threshold, it indicates that the parking power consumption during this period may be significant. After the electric vehicle is started and driven for a period of time, its SOC is highly likely to fluctuate. Therefore, a reminder message for SOC correction is sent to the user terminal associated with the electric vehicle's identification information. This prompts the vehicle owner to correct the vehicle's SOC before starting the vehicle, thereby avoiding range anxiety caused by SOC fluctuations and preventing the electric vehicle from breaking down while driving. Attached Figure Description
[0016] To more clearly illustrate the technical solutions in the embodiments of this application or the prior art, the drawings used in the description of the embodiments or the prior art will be briefly introduced below. Obviously, the drawings described below are some embodiments of this application. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort.
[0017] Figure 1 A flowchart of the SOC correction reminder method for electric vehicles provided in this application embodiment; Figure 2 for Figure 1 The detailed flowchart of S102 in the document; Figure 3 A functional block diagram of the SOC correction reminder device for electric vehicles provided in this application embodiment. Detailed Implementation
[0018] Embodiments of the present disclosure will now be described with reference to the accompanying drawings. However, it should be understood that these descriptions are exemplary only and are not intended to limit the scope of the disclosure. Furthermore, descriptions of well-known structures and technologies are omitted in the following description to avoid unnecessarily obscuring the concepts of the present disclosure.
[0019] The accompanying drawings illustrate various structural schematics according to embodiments of the present disclosure. These drawings are not to scale, and some details have been enlarged for clarity, and some details may have been omitted. The shapes of the various regions and layers shown in the drawings, as well as their relative sizes and positional relationships, are merely exemplary and may deviate from reality due to manufacturing tolerances or technical limitations. Furthermore, those skilled in the art can design regions / layers with different shapes, sizes, and relative positions as needed.
[0020] In the context of this disclosure, when a layer / element is referred to as being "above" another layer / element, the layer / element may be directly above the other layer / element, or there may be an intermediate layer / element between them. Additionally, if a layer / element is "above" another layer / element in one orientation, then when the orientation is reversed, the layer / element may be "below" the other layer / element.
[0021] Explanation of technical terms used in this patent application: Sentry Mode: Sentry Mode refers to the use of external sensors and cameras to monitor for threats while the vehicle is parked and stationary. For example, if an alarm is triggered when someone is detected approaching the vehicle, it will warn that the vehicle is recording video. When the system detects an anomaly, it will automatically record and save video based on the severity of the event.
[0022] SOC: State of Charge (SOC) is the percentage of usable charge in a battery relative to its nominal capacity.
[0023] The technical solutions of the present application and how the technical solutions of the present application solve the above technical problems will be described in detail below with specific examples. The following specific examples can be combined with each other, and the same or similar concepts or processes can not be described again in some examples. The embodiments of the present application will be described below with reference to the drawings.
[0024] Please refer to Figure 1 The SOC correction reminding method for an electric vehicle provided in the embodiments of the present application is applied to a cloud server. The method provided in the embodiments of the present application includes S101-S103, wherein, S101: receiving a static parking instruction uploaded by an electric vehicle, the static parking instruction carrying identity information of the electric vehicle.
[0025] Exemplarily, after the electric vehicle is parked and turned off, the electric vehicle can upload a static parking instruction to the cloud server. The identity information of the electric vehicle can be, but is not limited to, a vehicle identification code VIN (Vehicle Identification Number, VIN).
[0026] S102: determining average power consumption of each time of static parking of the electric vehicle in history based on the identity information of the electric vehicle.
[0027] Specifically, the specific implementation of S102 includes, but is not limited to, the following two kinds: The first kind: as shown in Figure 2 The specific implementation of S102 can include S201-S204, wherein, S201: based on the identity information of the electric vehicle, obtaining average static duration, vehicle habit features associated with static power consumption, and basic power consumption per unit time of each time of static parking of the electric vehicle in history.
[0028] The basic power consumption can be the power consumption of the engine anti-theft module, the door sensor, and the battery management module of the vehicle, etc.
[0029] S202: determining additional power consumption per unit time of the electric vehicle according to the vehicle habit features associated with static power consumption.
[0030] For example, the vehicle habit features associated with static power consumption include the proportion of sentinel mode usage times and the proportion of refrigerator usage times. In this way, in the case that the proportion of sentinel mode usage times is greater than a set proportion threshold (such as 80%), the power consumption per unit time of the sentinel mode of the electric vehicle is obtained. In the case that the proportion of refrigerator usage times is greater than a set proportion threshold (such as 80%), the power consumption per unit time of the refrigerator is obtained; and the sum of the power consumption per unit time of the sentinel mode of the electric vehicle and the power consumption per unit time of the refrigerator is determined as the additional power consumption per unit time of the electric vehicle.
[0031] In other implementations, the actual power consumption of the electric vehicle during each historical parking period can be retrieved from a preset database based on the electric vehicle's identity information; and the average power consumption of the electric vehicle during each historical parking period can be determined based on the actual power consumption of the electric vehicle during each historical parking period.
[0032] S203: Combine the base power consumption per unit time with the additional power consumption of the electric vehicle per unit time. The sum of these values is determined as the total power consumption of the electric vehicle per unit time.
[0033] S204: Determine the average power consumption of the electric vehicle during each historical period of stationary parking based on the average stationary parking time of the electric vehicle and the total power consumption of the electric vehicle per unit time.
[0034] For example, according to formula P 平均 =P 总 / t, determines the average power consumption of the electric vehicle during each historical period of stationary parking. Where P 平均 P represents the average power consumption of an electric vehicle during all historical periods of stationary parking, where t is the average parking time. 总 This represents the total power consumption of an electric vehicle per unit of time.
[0035] S103: When the average power consumption is greater than the set power threshold, send a wake-up message for SOC correction to the user terminal associated with the electric vehicle's identity information.
[0036] For example, the set battery threshold can be, but is not limited to, 5% or 10%; the SOC correction reminder message is a prompt instructing the owner to slowly charge the electric vehicle until the remaining battery level is 100%. In this way, the owner can slowly charge the electric vehicle until the remaining battery level is 100%, and during the slow charging process, the electric vehicle will automatically correct its SOC.
[0037] It should be noted that the system can query the frequently used times associated with the electric vehicle's identity information from a preset database; when the current time reaches the frequently used time or the electric vehicle is detected to be charging, a reminder message for SOC correction will be sent to the user terminal associated with the electric vehicle's identity information.
[0038] In summary, the SOC correction reminding method for an electric vehicle provided in the embodiments of the present application can receive a static parking instruction uploaded by an electric vehicle, and the static parking instruction carries identity information of the electric vehicle. Understandably, the electric vehicle will generate a continuous irregular small current discharge that is not easy to be monitored during the static process, and has a certain static power consumption. Then, the average power consumption of the electric vehicle in each static parking in history can be determined based on the identity information of the electric vehicle. Understandably, the average power consumption of the electric vehicle in each static parking in history can represent the power consumption of the electric vehicle in the current static process. In the case where the average power consumption is greater than a set power threshold, it is indicated that the static power consumption of the electric vehicle in the current static process can also be large. After the electric vehicle is started and travels for a period of time, the SOC of the electric vehicle is most likely to jump. Therefore, the reminding information of performing SOC correction is sent to the user terminal associated with the identity information of the electric vehicle. In this way, the vehicle owner can be prompted to correct the SOC of the vehicle before the vehicle is started, so as to avoid the range anxiety caused by the jump of the SOC and avoid the situation that the electric vehicle breaks down during driving.
[0039] In addition, the method provided in the embodiments of the present application can further include: Step 1: In the case where the average power consumption is greater than a set power threshold, the identity information of the electric vehicle is marked.
[0040] Step 2: Receive an SOC abnormality query instruction from a customer service terminal, wherein the SOC abnormality query instruction carries owner identity information. Step 3: If the identity information of the electric vehicle associated with the owner identity information is marked, the identity information of the marked electric vehicle is sent to the customer service terminal.
[0041] Based on the above steps 1-3, when the owner comes to the customer service center store, the customer service personnel can query the identity information of the electric vehicle associated with the owner identity information according to the owner identity information. If the marked identity information of the electric vehicle is queried in the customer service terminal, the maintenance personnel can be notified to check the electric vehicle of the owner and give the SOC correction suggestion after checking the electric vehicle.
[0042] In addition, the present application provides a SOC correction reminding device for an electric vehicle applied to a cloud server. It should be noted that the basic principle and technical effects of the SOC correction reminding device for an electric vehicle provided in the embodiments of the present application are the same as those of the above-mentioned embodiments. For brief description, the part not mentioned in the embodiments of the present application can refer to the corresponding content in the above-mentioned embodiments. As shown in Figure 3 The device provided in the embodiments of the present application includes an instruction receiving unit, an average power consumption determining unit, and an information sending unit, wherein, The instruction receiving unit is configured to receive a static parking instruction uploaded by the electric vehicle, and the static parking instruction carries identity information of the electric vehicle.
[0043] The average power consumption determining unit is configured to determine average power consumption of the electric vehicle in each historical static parking based on the identity information of the electric vehicle.
[0044] The information sending unit is configured to send reminding information of SOC correction to a user terminal associated with the identity information of the electric vehicle in a case where the average power consumption is greater than a set power threshold.
[0045] In some embodiments, the average power consumption determining unit is specifically configured to obtain, based on the identity information of the electric vehicle, average static parking time, a driving habit feature associated with static power consumption, and basic power consumption per unit time of the electric vehicle in each historical static parking; determine additional power consumption per unit time of the electric vehicle based on the driving habit feature associated with static power consumption; determine total power consumption per unit time of the electric vehicle as a sum of the basic power consumption per unit time and the additional power consumption per unit time of the electric vehicle; and determine the average power consumption of the electric vehicle in each historical static parking based on the average static parking time and the total power consumption per unit time of the electric vehicle.
[0046] In some embodiments, the driving habit feature associated with static power consumption includes a sentinel mode usage proportion and a refrigerator usage proportion, and the average power consumption determining unit is specifically configured to obtain power consumption per unit time of a sentinel mode of the electric vehicle in a case where the sentinel mode usage proportion is greater than a set proportion threshold; obtain power consumption per unit time of a refrigerator in a case where the refrigerator usage proportion is greater than a set proportion threshold; and determine the additional power consumption per unit time of the electric vehicle as a sum of the power consumption per unit time of the sentinel mode of the electric vehicle and the power consumption per unit time of the refrigerator.
[0047] In some embodiments, the average power consumption determining unit is specifically configured to find, based on the identity information of the electric vehicle, actual power consumption of the electric vehicle in each historical static parking from a preset database; and determine the average power consumption of the electric vehicle in each historical static parking based on the actual power consumption of the electric vehicle in each historical static parking.
[0048] In some embodiments, the device provided by the embodiment of the application further includes an exception querying unit configured to mark the identity information of the electric vehicle in a case where the average power consumption is greater than a set power threshold; receive an SOC exception querying instruction from a customer service terminal, wherein the SOC exception querying instruction carries owner identity information; and send, to the customer service terminal, the marked identity information of the electric vehicle in a case where the identity information of the electric vehicle associated with the owner identity information is marked.
[0049] In some embodiments, the reminder information for performing SOC correction is prompt information indicating that the vehicle owner charges the electric vehicle to 100% by slow charging.
[0050] In some embodiments, the information sending unit is specifically configured to query, from a preset database, a commonly used vehicle use time associated with the identity information of the electric vehicle; and send, to a user terminal associated with the identity information of the electric vehicle, reminder information for performing SOC correction when the current time reaches the commonly used vehicle use time or when it is monitored that the electric vehicle is in a charging state.
[0051] In addition, an electronic device is provided, which includes a memory, a processor, and a computer program stored in the memory and executable on the processor. When the processor executes the computer program, the electronic device performs the method provided in the above embodiments of the present application.
[0052] In addition, a storage medium is provided, which stores a computer program. When the computer program is executed by a processor, the computer performs the method provided in the above embodiments of the present application.
[0053] In addition, a computer program product is provided, which includes a computer program. When the computer program is executed, the electronic device performs the method provided in the above embodiments of the present application.
[0054] In the above description, the technical details such as the configuration of each layer are not described in detail. However, those skilled in the art should understand that the layers, regions, etc. of the required shape can be formed by various technical means. In addition, those skilled in the art can also design methods that are not exactly the same as the methods described above in order to form the same structure. In addition, although each embodiment is described above, this does not mean that the measures in each embodiment cannot be used advantageously in combination.
[0055] Although the preferred embodiments of the present application have been described, those skilled in the art can make further changes and modifications to these embodiments once they understand the basic inventive concept. Therefore, the appended claims are intended to be interpreted as including the preferred embodiments and all changes and modifications falling within the scope of the present application.
[0056] Obviously, those skilled in the art can make various modifications and changes to the present application without departing from the spirit and scope of the present application. Thus, if these modifications and changes of the present application fall within the scope of the claims of the present application and their equivalents, the present application also intends to include these modifications and changes.
Claims
1. A method for reminding electric vehicles of their State of Charge (SOC) calibration, characterized in that, Applied to cloud servers, the method includes: Receive a stationary parking instruction uploaded by an electric vehicle, the stationary parking instruction carrying the identity information of the electric vehicle; Based on the electric vehicle's identity information, determine the average power consumption of the electric vehicle during each historical period of stationary parking; If the average power consumption exceeds a set power threshold, a reminder message for SOC correction is sent to the user terminal associated with the electric vehicle's identity information.
2. The method according to claim 1, characterized in that, The step of determining the average power consumption of the electric vehicle during each historical period of stationary parking, based on the electric vehicle's identity information, includes: Based on the electric vehicle's identity information, the average static duration of each historical static parking session, the vehicle usage habit characteristics associated with static power consumption, and the basic power consumption per unit time are obtained. Based on the vehicle usage habit characteristics associated with idle power consumption, the additional power consumption per unit time of the electric vehicle is determined; The base power consumption per unit time and the additional power consumption of the electric vehicle per unit time are combined. The sum of these is determined as the total power consumption of the electric vehicle per unit time. The average power consumption of the electric vehicle during each historical period of stationary parking is determined based on the average stationary parking time of the electric vehicle and the total power consumption of the electric vehicle per unit time.
3. The method according to claim 2, characterized in that, The vehicle usage habit characteristics associated with idle power consumption include the percentage of times the Sentry mode is used and the percentage of times the refrigerator is used. The step of determining the additional power consumption per unit time of the electric vehicle based on these vehicle usage habit characteristics includes: If the percentage of times the Sentinel mode is used is greater than a set percentage threshold, the power consumption of the electric vehicle in Sentinel mode per unit time is obtained. If the percentage of times the refrigerator is used is greater than a set percentage threshold, the power consumption of the refrigerator per unit time is obtained. The sum of the power consumption of the electric vehicle in Sentinel mode per unit time and the power consumption of the refrigerator per unit time is determined as the additional power consumption of the electric vehicle per unit time.
4. The method according to claim 1, characterized in that, The step of determining the average power consumption of the electric vehicle during each historical period of stationary parking, based on the electric vehicle's identity information, includes: Based on the electric vehicle's identity information, the actual power consumption of the electric vehicle during each historical period of stationary parking is retrieved from a preset database; The average power consumption of the electric vehicle during each historical period of stationary parking is determined based on the actual power consumption of the electric vehicle during each historical period of stationary parking.
5. The method according to claim 1, characterized in that, The method further includes: If the average power consumption is greater than a set power threshold, the identity information of the electric vehicle is marked. Receive a SOC anomaly query command from a customer service terminal, wherein the SOC anomaly query command... It contains the vehicle owner's identification information; If the identity information of the electric vehicle associated with the owner's identity information is marked, the marked electric vehicle's identity information is sent to the customer service terminal.
6. The method according to any one of claims 1-5, characterized in that, The SOC correction reminder message is a prompt message instructing the vehicle owner to slowly charge the electric vehicle to 100%.
7. The method according to any one of claims 1-5, characterized in that, Sending a reminder message for SOC correction to the user terminal associated with the electric vehicle's identity information includes: From the preset database, query the frequently used times associated with the identity information of the electric vehicle; When the current time reaches the commonly used vehicle usage time or when the electric vehicle is detected to be charging, a reminder message for SOC correction is sent to the user terminal associated with the electric vehicle's identity information.
8. An electronic device comprising a memory, a processor, and a computer program stored in the memory and executable on the processor, characterized in that, When the processor executes the computer program, it causes the electronic device to perform the method as described in any one of claims 1 to 7.
9. A storage medium storing a computer program, characterized in that, When the computer program is executed by a processor, it causes the computer to perform the method as described in any one of claims 1 to 7.
10. A computer program product, comprising a computer program, characterized in that, When the computer program is run, it causes the electronic device to perform the method as described in any one of claims 1 to 7.