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基于多块信息提取的AUV资源勘查系统故障检测 期刊论文
控制与决策, 2021, 卷号: 36, 期号: 4, 页码: 790-800
Authors:  郭大权;  杨宗圣;  周晓锋;  李帅;  徐春晖
Adobe PDF(1459Kb)  |  Favorite  |  View/Download:148/27  |  Submit date:2019/12/14
AUV  主元分析  故障检测  信息提取  多块建模  
基于数据驱动的自主式水下潜水器故障检测方法研究与应用 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2020
Authors:  杨宗圣
Adobe PDF(4581Kb)  |  Favorite  |  View/Download:95/13  |  Submit date:2020/06/27
自主式水下潜水器  故障检测  主元分析  注意力机制  大数据  
Fault Detection using Common and Specific Variable Decomposition for Nonlinear Multimode Process 会议论文
Proceedings - 2020 Chinese Automation Congress, CAC 2020, Shanghai, China, November 6-8, 2028
Authors:  Li S(李帅);  Zhou XF(周晓锋);  Shi HB(史海波)
Adobe PDF(998Kb)  |  Favorite  |  View/Download:7/0  |  Submit date:2021/03/14
fault detection  nonlinear multimode process  common and specific variable decomposition  nonlinearity coefficient  PCA-KPCA-SPCA-based modeling  
基于机器学习方法的汽车装配质量预测分析 学位论文
硕士, 沈阳: 中国科学院沈阳自动化研究所, 2019
Authors:  刘舒锐
Adobe PDF(6499Kb)  |  Favorite  |  View/Download:101/5  |  Submit date:2019/07/14
汽车装配制造  质量预测  质量分析  加权支持向量机  随机森林  
Interval multiple-output soft sensors development with capacity control for wastewater treatment applications: A comparative study 期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2019, 卷号: 184, 页码: 82-93
Authors:  Xiao HJ(肖红军);  Ba, Bingxin;  Li, Xianxiang;  Liu, Jian;  Liu YQ(刘乙奇);  Huang DP(黄道平)
Adobe PDF(3200Kb)  |  Favorite  |  View/Download:186/19  |  Submit date:2019/02/24
Soft-sensors  Multi-output  Capacity control  Wastewater  Uncertainty  
基于IJB-PCA-ICA算法的故障检测 期刊论文
化工学报, 2018, 卷号: 69, 期号: 12, 页码: 5146-5154
Authors:  刘舒锐;  彭慧;  李帅;  周晓锋
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主元分析  过程系统  过程控制  独立元分析  J-b检验  
Structured and weighted multi-task low rank tracker 期刊论文
PATTERN RECOGNITION, 2018, 卷号: 81, 页码: 528-544
Authors:  Fan BJ(范保杰);  Li XM(李小毛);  Cong Y(丛杨);  Tang YD(唐延东)
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Robust multi-subtask learning  Structured and weighted low rank  Group-sparsity regularization  Normalized collaboration metric  
Correlated and weakly correlated fault detection based on variable division and ICA 期刊论文
Computers and Industrial Engineering, 2017, 卷号: 112, 页码: 320-335
Authors:  Li S(李帅);  Zhou XF(周晓锋);  Pan FC(潘福成);  Shi HB(史海波);  Li KT(李开拓);  Wang ZW(王中伟)
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Fault Detection  Monitoring  Variable Division  Correlated And Weakly Correlated Variables  Independent Component Analysis  
Multimode processes monitoring using global–local MIC-PCA-SVDD 会议论文
Lecture Notes in Electrical Engineering, Kunming, China, July 10-12, 2017
Authors:  Li S(李帅);  Zhou XF(周晓锋);  Shi HB(史海波);  Wang ZW(王中伟)
Adobe PDF(370Kb)  |  Favorite  |  View/Download:84/21  |  Submit date:2018/06/19
Monitoring  Multimode processes  Multimode division  Global–local MIC-PCA-SVDD