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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
Favorite  |  View/Download:39/0  |  Submit date:2022/06/10
analysis and design of components  devices  and systems  batteries  electrochemical storage  reliability  
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  
Generalization on Unseen Domains via Model-Agnostic Learning for Intelligent Fault Diagnosis 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71, 页码: 11
Authors:  Wang, Huanjie;  Bai, Xiwei;  Wang, Sihan;  Tan, Jie;  Liu, Chengbao
Favorite  |  View/Download:38/0  |  Submit date:2022/06/06
Fault diagnosis  Data models  Task analysis  Representation learning  Adaptation models  Training data  Training  Convolutional neural network (CNN)  data-driven fault diagnosis  domain generalization (DG)  model-agnostic learning  rolling bearing  
Cross-attention-map-based regularization for adversarial domain adaptation 期刊论文
NEURAL NETWORKS, 2022, 卷号: 145, 页码: 128-138
Authors:  Jingwei, Li;  Huanjie, Wang;  Ke, Wu;  Chengbao, Liu;  Jie, Tan
Favorite  |  View/Download:37/0  |  Submit date:2021/12/28
Domain adaptation  Few-shot learning  Attention mechanism  Contrastive learning  
A novel approach to obtain optimal exposure for 3D shape reconstruction of high dynamic range objects 期刊论文
Measurement Science and Technology, 2021, 卷号: 32, 期号: 9, 页码: 1-1
Authors:  Wu,Ke;  Tan,Jie;  Liu,Chengbao
Adobe PDF(18867Kb)  |  Favorite  |  View/Download:61/4  |  Submit date:2021/08/15
structured light  fringe projection  3D reconstruction  auto-exposure  
Few-shot learning approach for 3D defect detection in lithium battery 期刊论文
Journal of Physics: Conference Series, 2021, 卷号: 1884, 期号: 1, 页码: 012024
Authors:  Wu,Ke;  Tan,Jie;  Li,Jingwei;  Liu,Chengbao
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Anomaly Detection  Few-shot Learning  
An Exposure Fusion-Based Structured Light Approach for the 3D Measurement of a Specular Surface 期刊论文
IEEE SENSORS JOURNAL, 2021, 卷号: 21, 期号: 5, 页码: 6314-6324
Authors:  Wu, Ke;  Tan, Jie;  Xia, Hai Lun;  Liu, Cheng Bao
Adobe PDF(5488Kb)  |  Favorite  |  View/Download:93/6  |  Submit date:2021/03/29
Surface reconstruction  Three-dimensional displays  Image reconstruction  Stereo vision  Reflective binary codes  Cameras  Sensors  Structured light  stereo vision  3D reconstruction  image fusion  
A data-driven decision-making optimization approach for inconsistent lithium-ion cell screening 期刊论文
JOURNAL OF INTELLIGENT MANUFACTURING, 2020, 卷号: 31, 期号: 4, 页码: 833-845
Authors:  Liu, Chengbao;  Tan, Jie;  Wang, Xuelei
Favorite  |  View/Download:100/0  |  Submit date:2020/06/02
Multi-source data fusion  Imbalanced learning  Convolutional auto-encoder  Generative adversarial networks  Inconsistent lithium-ion cell screening  
Study on distributed lithium-ion power battery grouping scheme for efficiency and consistency improvement 期刊论文
JOURNAL OF CLEANER PRODUCTION, 2019, 卷号: 233, 页码: 429-445
Authors:  Bai, Xiwei;  Tan, Jie;  Wang, Xuelei;  Wang, Lianjing;  Liu, Chengbao;  Shi, Liyong;  Sun, Wei
View  |  Adobe PDF(6262Kb)  |  Favorite  |  View/Download:203/51  |  Submit date:2019/10/12
Lithium-ion power battery grouping  Consistency improvement  Efficiency improvement  Edge computing  Distributed time-series clustering  
融合多源数据知识的复杂工业过程优化决策方法研究 学位论文
, 北京: 中国科学院大学, 2019
Authors:  刘承宝
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多源数据融合  知识获取  生成式对抗网络  智能优化决策  锂离子电池单体电芯一致性分选