SHENYANG, Aug. 24 (Xinhua) -- Chinese researchers have proposed a new type of deep learning model to predict the lifetime of lithium-ion batteries (LIBs)奇米影视第4色,, according to a recent article published in the journal IEEE Transactions on Transportation Electrification.
The deep learning model effectively eliminated the dependence on a large amount of charging test data and provided a new idea for predicting battery life in real-time.
The article noted that the accurate lifetime prediction of LIBs is essential to the normal and effective operation of electric devices. However, such estimation faces huge challenges due to the nonlinear capacity degradation process and uncertain operating conditions of LIBs.
乱伦故事The researchers from the Dalian Institute of Chemical Physics (DICP) of the Chinese Academy of Sciences and the Xi'an Jiaotong University proposed a deep learning model based on a small amount of charge cycle data to predict the target battery's current cycle life and remaining useful life.
The learning model can accurately predict the battery's current cycle life and remaining service life using only 15 charge cycle data. According to the experiment results, this data can make an accurate prediction.
The proposed model is expected to provide a solution for intelligent battery management奇米影视第4色,, said Chen Zhongwei, the director of the State Key Laboratory of Catalysis, DICP. ■
- 奇米影视第4色, 首战开门红!泰山亚冠赛程:10月2日客战神户,来岁2月末轮战蔚山2024-09-20
- 奇米影视第4色, 穿越太子簸弄朝堂,朝中大臣竟皆跪求救!2024-09-19
- 奇米影视第4色, 腾冲市荷花镇: 罗汉果长势喜东说念主2024-09-19
- 奇米影视第4色, 重磅爆料!俄罗斯外长:普京曾在日内瓦峰会上迎面劝诫拜登2024-09-18
- 奇米影视第4色, 刘世锦:慢发展和不发展才是更大的问题 应加速绿色低碳转型速率2024-09-17
- 奇米影视第4色, 西藏曲水:党建引颈破解三有村“幸福密码”2024-09-16