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Knowledge-Guided Data-Driven Model With Transfer Concept for Battery Calendar Ageing Trajectory Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 272-274
Authors:  Kailong Liu;  Qiao Peng;  Remus Teodorescu;  Aoife M. Foley
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A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 177-187
Authors:  Qing Xu;  Min Wu;  Edwin Khoo;  Zhenghua Chen;  Xiaoli Li
Adobe PDF(6437Kb)  |  Favorite  |  View/Download：24/1  |  Submit date：2023/01/03
Deep learning  early prediction  lithium-ion battery  remaining useful life (RUL)  
An Early Minor-Fault Diagnosis Method for Lithium-Ion Battery Packs Based on Unsupervised Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 3, 页码: 810-812
Authors:  Xin Gu;  Yunlong Shang;  Yongzhe Kang;  Jinglun Li;  Ziheng Mao;  Chenghui Zhang
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Edge computing for vehicle battery management: Cloud-based online state estimation 期刊论文
JOURNAL OF ENERGY STORAGE, 2022, 卷号: 55, 页码: 9
Authors:  Li, Shuangqi;  He, Hongwen;  Wei, Zhongbao;  Zhao, Pengfei
Favorite  |  View/Download：30/0  |  Submit date：2022/11/14
Electric vehicle  Battery management system  Edge computing  Deep learning  Battery energy storage  State estimation  
Health-Conscious vehicle battery state estimation based on deep transfer learning 期刊论文
APPLIED ENERGY, 2022, 卷号: 316, 页码: 8
Authors:  Li, Shuangqi;  He, Hongwen;  Zhao, Pengfei;  Cheng, Shuang
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Transportation electrification  Electric vehicles  Battery energy storage  Deep transfer learning  Battery management system  Battery state estimation  
Online Estimation of Open Circuit Voltage Based on Extended Kalman Filter with Self-Evaluation Criterion 期刊论文
ENERGIES, 2022, 卷号: 15, 期号: 12, 页码: 22
Authors:  Qiao, Xin;  Wang, Zhixue;  Hou, Enguang;  Liu, Guangmin;  Cai, Yinghao
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lithium-ion battery  open circuit voltage  incremental capacity and differential voltage curves  extended Kalman filter  self-evaluation criterion  
基于结构光的高光表面三维缺陷检测方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院自动化研究所, 2022
Authors:  吴科
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高光表面  结构光  多曝光融合  三维重建  缺陷检测  
Lithium-Ion Power Battery Grouping: A Multisource Data Fusion-Based Clustering Approach and Distributed Deployment 期刊论文
JOURNAL OF ELECTROCHEMICAL ENERGY CONVERSION AND STORAGE, 2022, 卷号: 19, 期号: 2, 页码: 12
Authors:  Wang, Yudong;  Bai, Xiwei;  Liu, Chengbao;  Tan, Jie
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analysis and design of components  devices  and systems  batteries  electrochemical storage  reliability  
Towards Long Lifetime Battery: AI-Based Manufacturing and Management 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 7, 页码: 1139-1165
Authors:  Kailong Liu;  Zhongbao Wei;  Chenghui Zhang;  Yunlong Shang;  Remus Teodorescu;  Qing-Long Han
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Artificial intelligence  battery health management  battery life diagnostic  battery manufacturing  smart battery  
Cross-domain few-shot learning approach for lithium-ion battery surface defects classification using an improved siamese network 期刊论文
IEEE SENSORS JOURNAL, 2022, 页码: 1-1
Authors:  Wu, Ke;  Tan, Jie;  Liu, Cheng Bao
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Few-shot Learning  3D measurement  defect detection  image classification