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Method, system, medium and equipment for predicting remaining usage time of battery replacement mileage

A forecasting method and forecasting system technology, applied in charging stations, electric vehicles, electric vehicle charging technology, etc., can solve the problem of not being able to display the length of time the mileage balance can be used, so as to improve accuracy and timeliness, and improve user experience Effect

Active Publication Date: 2022-03-29
AULTON NEW ENERGY AUTOMOTIVE TECHNOLOGY GROUP
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The technical problem to be solved by the present invention is to overcome the defect in the prior art that the user cannot directly and accurately show the length of time the mileage balance can be used after the battery exchange, and to provide a method, system, Media and equipment

Method used

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  • Method, system, medium and equipment for predicting remaining usage time of battery replacement mileage
  • Method, system, medium and equipment for predicting remaining usage time of battery replacement mileage
  • Method, system, medium and equipment for predicting remaining usage time of battery replacement mileage

Examples

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Embodiment 1

[0056] This embodiment provides a method for predicting the remaining usage time of battery replacement mileage, such as figure 1 As shown, the forecasting method may include the following steps:

[0057] Step S10: Obtain the user's historical battery replacement data;

[0058] The historical battery swap data here may be battery swap data of a preset historical period, for example, data within 1 month from the current time or data within 3 months from the current time.

[0059] Step S11: Extract multiple sets of battery swap variables, the historical battery swap mileage balance and historical usage time corresponding to each group of battery swap variables from the historical battery swap data;

[0060] In this embodiment, battery replacement variables may include battery health, user profile, whether it is a holiday, temperature and humidity inside or outside the battery pack, and the like.

[0061] Specifically, the user portrait may include the user's use of the car's air...

Embodiment 2

[0089] This embodiment provides a prediction system for the remaining usage time of the battery replacement mileage, such as figure 2 As shown, the prediction system 1 may include:

[0090] The historical power exchange data acquisition module 10 is used to acquire the user's historical power exchange data;

[0091] The historical battery swap data here may be battery swap data of a preset historical period, for example, data within 1 month from the current time or data within 3 months from the current time.

[0092] The data extraction module 11 is used to extract multiple sets of battery swap variables, the historical battery swap mileage balance and historical usage time corresponding to each group of battery swap variables from historical battery swap data;

[0093] In this embodiment, battery replacement variables may include battery health, user profile, whether it is a holiday, temperature and humidity inside or outside the battery pack, and the like.

[0094] Specif...

Embodiment 3

[0120] The present invention also provides an electronic device, such as image 3 As shown, the electronic device may include a memory, a processor, and a computer program stored on the memory and operable on the processor. When the processor executes the computer program, the method for predicting the remaining usage time of the battery replacement mileage in the foregoing embodiment 1 is implemented. A step of.

[0121] Understandably, image 3 The electronic device shown is just an example and should not limit the functions and scope of use of the embodiments of the present invention.

[0122] Such as image 3 As shown, the electronic device 2 may be in the form of a general-purpose computing device, for example, it may be a server device. Components of the electronic device 2 may include, but are not limited to: at least one processor 3 , at least one memory 4 , and a bus 5 connecting different system components (including the memory 4 and the processor 3 ).

[0123] T...

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Abstract

The invention discloses a method, system, medium and equipment for predicting the remaining use time of the battery replacement mileage. The prediction method includes: acquiring the user's historical battery replacement data; extracting multiple groups of battery replacement data from the historical battery replacement data variables, the historical battery swap mileage balance and historical usage time corresponding to each group of battery swap variables; the historical average daily swap mileage is calculated according to the historical swap data; The battery exchange variable, the historical battery exchange mileage balance and the historical use time are used as training data to train a prediction model; obtain the user's current battery exchange variable and current battery exchange mileage balance; use the current battery exchange variable and The current battery swap mileage balance is input into the prediction model to obtain the remaining usage time of the current battery swap mileage balance. The technical scheme of the invention improves the accuracy and timeliness of prediction, and improves user experience.

Description

technical field [0001] The present invention relates to the technical field of battery swapping, and in particular to a method, system, medium and equipment for predicting the remaining usage time of the swapping mileage. Background technique [0002] Electric vehicles are one of the energy-saving and environment-friendly means of transportation that has become more and more popular in recent years. It has the advantages of low carbon dioxide emissions, low maintenance costs and good user experience. When users use electric vehicles, they are most concerned about how long the battery can be used after the battery is replaced, so as to judge whether the electric vehicle will not be able to continue driving due to the depletion of the battery replacement mileage balance during long-distance driving. [0003] In the prior art, after the battery is replaced, the balance of the mileage is usually estimated, and then the mileage that the car can still travel is displayed to the us...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): B60L53/80B60L53/66
CPCB60L53/80B60L53/66B60L2260/44B60L2260/52B60L2260/54G06F30/27G06F2119/12G06F18/214Y02T10/70Y02T10/7072Y02T90/12Y02T90/16
Inventor 王昊杰
Owner AULTON NEW ENERGY AUTOMOTIVE TECHNOLOGY GROUP