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Vehicle state prediction method and device, server and storage medium

A vehicle and state technology, applied in the computer field, can solve problems such as failure to meet maintenance requirements, vehicle damage, and untimely vehicle operation and maintenance, and achieve the effect of improving travel experience, improving timeliness, and saving maintenance costs.

Active Publication Date: 2020-09-04
BEIJING QISHENG SCIENCE AND TECHNOLOGY CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, the above-mentioned maintenance of the vehicle based on the current state of the vehicle cannot meet the maintenance requirements, and sometimes the vehicle has been damaged when the operation and maintenance personnel obtain the current state of the vehicle, resulting in untimely vehicle operation and maintenance

Method used

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  • Vehicle state prediction method and device, server and storage medium
  • Vehicle state prediction method and device, server and storage medium
  • Vehicle state prediction method and device, server and storage medium

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Embodiment Construction

[0033] In order to make the purpose, technical solutions and advantages of the embodiments of the present disclosure clearer, the embodiments of the present disclosure will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the embodiments of the present disclosure, and are not intended to limit the embodiments of the present disclosure.

[0034] First, before specifically introducing the technical solutions of the embodiments of the present disclosure, the technical background or technological evolution context of the embodiments of the present disclosure will be introduced. Usually, in the field of shared vehicles, the current technical background is: the operation and maintenance personnel obtain the current state of the vehicle from the server through the terminal, and maintain the vehicle according to the current state of the vehicl...

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PUM

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Abstract

The embodiment of the invention relates to a vehicle state prediction method and device, a server and a storage medium. The method comprises the steps of obtaining state feature data of a to-be-testedvehicle in a plurality of continuous historical time periods, and generating a plurality of historical feature vectors with continuous time according to the state feature data; wherein the state feature data of one historical time period corresponds to one historical feature vector; inputting the plurality of time-continuous historical feature vectors into a sequential neural network for state prediction to obtain a state prediction result of the to-be-tested vehicle; wherein the state prediction result represents the probability that the to-be-tested vehicle is abnormal in a future time period. By adopting the method, the operation and maintenance timeliness can be improved, and the maintenance cost is saved.

Description

technical field [0001] The embodiments of the present disclosure relate to the field of computer technology, and in particular, to a state prediction method, device, server and storage medium of a vehicle. Background technique [0002] With the development of science and technology, shared vehicles such as shared bicycles, shared mopeds, and shared electric vehicles have appeared in the market, providing great convenience for people's lives. Taking shared vehicles as an example, with the daily use of shared vehicles, some aging and loss problems will gradually appear, such as damage to vehicle components, lack of power in the car lock battery, no heartbeat uploading of the vehicle, and failure of the vehicle to send or return due to improper location instructions etc. [0003] When the vehicle is aging and wears out, the operation and maintenance personnel need to repair the vehicle or replace the vehicle in time, which requires the operation and maintenance personnel to kn...

Claims

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Application Information

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IPC IPC(8): G06Q10/04G06Q10/00G06Q50/30G06N3/04G06N3/08
CPCG06Q10/04G06Q10/20G06N3/049G06N3/08G06Q50/40Y02T10/40
Inventor 周剑雄
Owner BEIJING QISHENG SCIENCE AND TECHNOLOGY CO LTD