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Uncertainty-aware Deep Learning: A Promising Tool for Trustworthy Fault Diagnosis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1317-1330
作者:  Jiaxin Ren;  Jingcheng Wen;  Zhibin Zhao;  Ruqiang Yan;  Xuefeng Chen;  Asoke K. Nandi
Adobe PDF(16165Kb)  |  收藏  |  浏览/下载：2/0  |  提交时间：2024/05/22
Out-of-distribution detection  traceability analysis  trustworthy fault diagnosis  uncertainty quantification  
Label Recovery and Trajectory Designable Network for Transfer Fault Diagnosis of Machines With Incorrect Annotation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 932-945
作者:  Bin Yang;  Yaguo Lei;  Xiang Li;  Naipeng Li;  Asoke K. Nandi
Adobe PDF(18822Kb)  |  收藏  |  浏览/下载：35/7  |  提交时间：2024/03/18
Deep transfer learning  domain adaptation  incorrect label annotation  intelligent fault diagnosis  rotating machines  
Dynamic Vision Enabled Contactless Cross-Domain Machine Fault Diagnosis With Neuromorphic Computing 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 3, 页码: 788-790
作者:  Xinrui Chen;  Xiang Li;  Shupeng Yu;  Yaguo Lei;  Naipeng Li;  Bin Yang
Adobe PDF(24644Kb)  |  收藏  |  浏览/下载：86/24  |  提交时间：2024/02/19
Position Errors and Interference Prediction-Based Trajectory Tracking for Snake Robots 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 9, 页码: 1810-1821
作者:  Dongfang Li;  Yilong Zhang;  Ping Li;  Rob Law;  Zhengrong Xiang;  Xin Xu;  Limin Zhu;  Edmond Q. Wu
Adobe PDF(19961Kb)  |  收藏  |  浏览/下载：129/30  |  提交时间：2023/08/10
Anti-sideslip  compensation  snake robot  trajectory tracking  
Remaining Useful Life Prediction With Partial Sensor Malfunctions Using Deep Adversarial Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 1, 页码: 121-134
作者:  Xiang Li;  Yixiao Xu;  Naipeng Li;  Bin Yang;  Yaguo Lei
Adobe PDF(2608Kb)  |  收藏  |  浏览/下载：180/53  |  提交时间：2023/01/03
Adversarial training  data fusion  deep learning  remaining useful life (RUL) prediction  sensor malfunction  
Frequency Regulation of Power Systems With a Wind Farm by Sliding-Mode-Based Design 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 11, 页码: 1980-1989
作者:  Zhiwen Deng;  Chang Xu
Adobe PDF(4879Kb)  |  收藏  |  浏览/下载：133/37  |  提交时间：2022/10/09
Load frequency control (LFC)  power system  sliding mode control (SMC)  wind farm  
A PD-Type State-Dependent Riccati Equation With Iterative Learning Augmentation for Mechanical Systems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 8, 页码: 1499-1511
作者:  Saeed Rafee Nekoo;  José Ángel Acosta;  Guillermo Heredia;  Anibal Ollero
Adobe PDF(2890Kb)  |  收藏  |  浏览/下载：262/90  |  提交时间：2022/08/01
Closed-loop  iterative learning control (ILC)  PD-type  SDRE  SDDRE  symmetric  
Continuous-Time Prediction of Industrial Paste Thickener System With Differential ODE-Net 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 686-698
作者:  Zhaolin Yuan, Xiaorui Li, Di Wu, Xiaojuan Ban, Nai-Qi Wu, Hong-Ning Dai, Hao Wang
Adobe PDF(5424Kb)  |  收藏  |  浏览/下载：242/87  |  提交时间：2022/03/09
Industrial 24 paste thickener,ordinary differential equation (ODE)-net,recurrent neural network,time series prediction  
A Novel Rolling Bearing Vibration Impulsive Signals Detection Approach Based on Dictionary Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1188-1198
作者:  Chuan Sun;  Hongpeng Yin;  Yanxia Li;  Yi Chai
Adobe PDF(2639Kb)  |  收藏  |  浏览/下载：176/41  |  提交时间：2021/06/11
Dictionary learning  impulsive signals detection  K-clustering with singular value decomposition (K-SVD)  minimum entropy deconvolution  rolling bearing  signal processing  
Decoupling Adaptive Sliding Mode Observer Design for Wind Turbines Subject to Simultaneous Faults in Sensors and Actuators 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 837-847
作者:  Hamed Habibi;  Ian Howard;  Silvio Simani;  Afef Fekih
Adobe PDF(2448Kb)  |  收藏  |  浏览/下载：190/56  |  提交时间：2021/04/09
Fault tolerant control  horizontal axis wind turbines  Monte-Carlo analysis  principle of separation  simultaneous faults  sliding mode observer