Patent number: 12157385
Abstract: A charging state analysis method of an electric vehicle based on electrical characteristic sequence analysis is provided. The method includes following steps: step S1, obtaining voltage sampling data and current sampling data of the electric vehicle during charging; step S2, setting a time interval, so as to divide the voltage sample data and the current sampling data obtained in step S1 into multiple data sets; step S3, calculating an electrical characteristic vector of each time interval; step S4. adding the calculation results of Step S3 to a temperature sensing value T, and generate an electrical characteristic sequence of whole charging cycle; step S5, inputting the electrical characteristic sequence of the electric vehicle into a trained TRNN in sequence to obtain corresponding results; if the result is 1, it is normal; if the result is 0, it is abnormal.
Type:
Grant
Filed:
January 19, 2021
Date of Patent:
December 3, 2024
Assignee:
Guizhou Power Grid Company Limited
Inventors:
Bin Liu, Zhukui Tan, Qiuyan Zhang, Saiqiu Tang, Xia Yan, Rong Chen, Yu Shen, Hai Zhou, Peng Zeng, Canhua Wang, Chenghui Lin, Mian Wang, Jipu Gao, Meimei Xu, Zhaoting Ren, Cheng Yang, Dunhui Chen, Houyi Zhang, Xinzhuo Li, Qihui Feng, Yutao Xu, Li Zhang, Bowen Li, Jianyang Zhu, Junjie Zhang