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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
Adobe PDF(60574Kb)  |  Favorite  |  View/Download:73/2  |  Submit date:2019/06/17
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  
Lithium-Ion Cell Screening With Convolutional Neural Networks Based on Two-Step Time-Series Clustering and Hybrid Resampling for Imbalanced Data 期刊论文
IEEE ACCESS, 2018, 期号: 6, 页码: 59001 - 59014
Authors:  Chengbao,Liu;  Jie, Tan;  Heyuan,Shi;  Xuelei,Wang
View  |  Adobe PDF(19745Kb)  |  Favorite  |  View/Download:52/21  |  Submit date:2019/04/30
Lithium-ion Cell Screening  Time-series Clustering  Resampling  Convolutional Neural Networks  
Lithium-Ion Cell Screening W th Convolutional Neural Networks Based on Two-Step Time-Series Clustering and Hybrid Resampling for Imbalanced Data 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 期号: 无, 页码: 59001-59014
Authors:  Liu, Chengbao;  Tan, Jie;  Shi, Heyuan;  Wang, Xuelei
View  |  Adobe PDF(19745Kb)  |  Favorite  |  View/Download:44/3  |  Submit date:2019/01/08
Lithium-ion cell screening  time-series clustering  resampling  convolutional neural networks  
Optimal Constrained Self-learning Battery Sequential Management in Microgrid Via Adaptive Dynamic Programming 期刊论文
IEEE/CAA JOURNAL OF AUTOMATICA SINICA, 2017, 卷号: 4, 期号: 2, 页码: 1-9
Authors:  Yu Liu;  Qinglai Wei;  Derong Liu;  Ruizhuo Song
View  |  Adobe PDF(2693Kb)  |  Favorite  |  View/Download:140/34  |  Submit date:2017/09/22
Adaptive Critic Designs  Adaptive Dynamic Programming  Battery Management  Energy Management System  Neuro-dynamic Programming  Approximate Dynamic Programming  Smart Home  Optimal Control