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A 2-D Long Short-Term Memory Fusion Networks for Bearing Remaining Useful Life Prediction 期刊论文
IEEE SENSORS JOURNAL, 2022, 卷号: 22, 期号: 22, 页码: 21806-21815
Authors:  Li, Yuan;  Wang, Huanjie;  Li, Jingwei;  Tan, Jie
Favorite  |  View/Download：16/0  |  Submit date：2023/03/20
Hidden Markov models  Feature extraction  Predictive models  Sensors  Mathematical models  Data models  Adaptation models  2-D long short-term memory (2D-LSTM)  fault occurrence time (FOT) detection  information fusion unit (IFU)  remaining useful life (RUL) prediction  
Process Monitoring, Diagnosis and Control of Additive Manufacturing 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2022, 页码: 27
Authors:  Fang, Qihang;  Xiong, Gang;  Zhou, MengChu;  Tamir, Tariku Sinshaw;  Yan, Chao-Bo;  Wu, Huaiyu;  Shen, Zhen;  Wang, Fei-Yue
Favorite  |  View/Download：17/0  |  Submit date：2023/03/20
Additive manufacturing (AM)  in-situ monitoring  defect detection  fault diagnosis  closed-loop control  
Asynchronous fault detection for delayed semi-markov jump systems with mismatched mode-dependent nonlinearities 期刊论文
INFORMATION SCIENCES, 2022, 卷号: 587, 页码: 679-691
Authors:  Ma, Chao;  Fu, Hang;  Wu, Wei
Favorite  |  View/Download：53/0  |  Submit date：2022/07/25
Asynchronous fault detection  Semi-Markov jump systems  Mismatched mode-dependent  nonlinearities  Time-varying delay  
Fault detection and diagnosis of the air handling unit via an enhanced kernel slow feature analysis approach considering the time-wise and batch-wise dynamics 期刊论文
ENERGY AND BUILDINGS, 2021, 卷号: 253, 页码: 22
Authors:  Zhang, Hanyuan;  Li, Chengdong;  Li, Ding;  Zhang, Yunchu;  Peng, Wei
Favorite  |  View/Download：72/0  |  Submit date：2021/12/28
Air handling unit  Fault detection and diagnosis  Kernel slow feature analysis  Multiway data analysis  Discriminant analysis  
Quality-Related Fault Diagnosis Based on k-Nearest Neighbor Rule for Non-Linear Industrial Processes 期刊论文
INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2021, 卷号: 17, 期号: 11, 页码: 1-14
Authors:  Ren, Zelin;  Tang, Yongqiang;  Zhang, Wensheng
Adobe PDF(1256Kb)  |  Favorite  |  View/Download：119/8  |  Submit date：2021/12/28
fault detection  fault diagnosis  quality-related  non-linear industrial process  k-nearest neighbor rule  
Physical Safety and Cyber Security Analysis of Multi-Agent Systems: A Survey of Recent Advances 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 319-333
Authors:  Dan Zhang;  Gang Feng;  Yang Shi;  Dipti Srinivasan
Adobe PDF(2199Kb)  |  Favorite  |  View/Download：63/3  |  Submit date：2021/04/09
Consensus  deception attack  deny-of-service (DoS) attack  fault detection  fault estimation  fault tolerant control  multi-agent systems  
Kernel Generalization of Multi-Rate Probabilistic Principal Component Analysis for Fault Detection in Nonlinear Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1465-1476
Authors:  Donglei Zheng;  Le Zhou;  Zhihuan Song
Adobe PDF(1388Kb)  |  Favorite  |  View/Download：50/10  |  Submit date：2021/06/11
Fault detection  kernel method  multi-rate process  probability principal component analysis (PPCA)  
Mode-Dependent Event-Triggered Fault Detection for Nonlinear Semi-Markov Jump Systems With Quantization: Application to Robotic Manipulator 期刊论文
IEEE ACCESS, 2021, 卷号: 9, 页码: 21832-21842
Authors:  Ji, Yidao;  Wang, Chenan;  Wu, Wei
Favorite  |  View/Download：55/0  |  Submit date：2021/03/29
Fault detection  Quantization (signal)  Manipulators  Symmetric matrices  Licenses  Bandwidth  Markov processes  Mode-dependent quantization  mode-dependent event-triggered  fault detection  semi-Markov jump system  robotic manipulator  
A Deep Nonnegative Matrix Factorization Approach via Autoencoder for Nonlinear Fault Detection 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16, 期号: 8, 页码: 5042-5052
Authors:  Ren, Zelin;  Zhang, Wensheng;  Zhang, Zhizhong
Adobe PDF(2122Kb)  |  Favorite  |  View/Download：177/7  |  Submit date：2020/07/06
data-driven fault detection  deep autoencoder  nonlinear industrial process  nonnegative matrix factorization (NMF)  
Periodic impulse signal separation based on resonance-based sparse signal decomposition and its application to the fault detection of rolling bearing 期刊论文
MEASUREMENT & CONTROL, 2020, 卷号: 53, 期号: 3-4, 页码: 601-612
Authors:  Juan, Du;  Yan, Lu;  Xian, Tao;  Yu, Zheng;  Chu, Chen Guo
Favorite  |  View/Download：100/0  |  Submit date：2020/07/06
Resonance-based sparse signal decomposition  Q-factor  empirical mode decomposition  energy operator demodulating  fault detection