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基于慢特征分析的分布式动态工业过程运行状态评价 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 4, 页码: 745-757
Authors:  钟林生;  常玉清;  王福利;  高世红
Adobe PDF(2625Kb)  |  Favorite  |  View/Download:68/20  |  Submit date:2024/04/28
分布式模型  运行状态评价  慢特征分析  动态时间规整  K-medoids聚类  
基于静−动态特性协同感知的复杂工业过程运行状态评价 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 8, 页码: 1621-1634
Authors:  褚菲;  许杨;  尚超;  王福利;  高福荣;  马小平
Adobe PDF(2106Kb)  |  Favorite  |  View/Download:43/16  |  Submit date:2024/04/24
复杂工业过程  运行状态评价  静-动态特性协同  慢特征分析  稀疏学习  
A Minimum-Cost Modeling Method for Nonlinear Industrial Process Based on Multimodel Migration and Bayesian Model Averaging Method 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2020, 卷号: 17, 期号: 2, 页码: 947-956
Authors:  Chu, Fei;  Dai, Bangwu;  Ma, Xiaoping;  Wang, Fuli;  Ye, Bin
Favorite  |  View/Download:149/0  |  Submit date:2020/06/22
Predictive models  Data models  Adaptation models  Process control  Computational modeling  Integrated circuit modeling  Bayes methods  Bayesian model averaging (BMA)  minimum cost  multimodel migration  nonlinear  performance prediction  
Transfer learning for batch process optimal control using LV-PTM and adaptive control strategy 期刊论文
JOURNAL OF PROCESS CONTROL, 2019, 卷号: 81, 页码: 197-208
Authors:  Chu, Fei;  Zhao, Xu;  Yao, Yuan;  Chen, Tao;  Wang, Fuli
Favorite  |  View/Download:241/0  |  Submit date:2019/12/16
Transfer learning  Data-driven  LV-PTM  Optimal control  Adaptive control strategy