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Aero-Engine Remaining Useful Life Estimation Based on CAE-TCN Neural Networks 期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 1, 页码: 15
Authors:  Ren, Guanghao;  Wang, Yun;  Shi, Zhenyun;  Zhang, Guigang;  Jin, Feng;  Wang, Jian
Favorite  |  View/Download：35/0  |  Submit date：2023/02/22
remaining useful life estimation  aero-engine  convolutional autoencoder  temporal convolutional network  
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
Authors:  Xiang Li;  Yixiao Xu;  Naipeng Li;  Bin Yang;  Yaguo Lei
Adobe PDF(2608Kb)  |  Favorite  |  View/Download：44/2  |  Submit date：2023/01/03
Adversarial training  data fusion  deep learning  remaining useful life (RUL) prediction  sensor malfunction  
A Model-Based Unmatched Disturbance Rejection Control Approach for Speed Regulation of a Converter-Driven DC Motor Using Output-Feedback 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 365-376
Authors:  Lu Zhang;  Jun Yang;  Shihua Li
Adobe PDF(4016Kb)  |  Favorite  |  View/Download：90/10  |  Submit date：2021/11/03
Bandwidth widening  converter-driven direct current (DC) motor  disturbance observer  model-based disturbance rejection  speed regulation  
Adaptive Decentralized Asymptotic Tracking Control for Large-Scale Nonlinear Systems With Unknown Strong Interconnections 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 173-186
Authors:  Ben Niu;  Jidong Liu;  Ding Wang;  Xudong Zhao;  Huanqing Wang
Adobe PDF(3586Kb)  |  Favorite  |  View/Download：93/8  |  Submit date：2021/11/03
Adaptive decentralized control  asymptotic tracking control  large-scale nonlinear systems  unknown strong interconnections  
无菌灌装生产线智能化系统的研究与实现 学位论文
工程硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2021
Authors:  刘元俊
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故障预测与健康管理  工业大数据  深度学习  注意力机制  分布式系统  剩余使用寿命预测  
高超声速飞行器不确定性抑制控制方法研究 学位论文
工学博士, 北京: 中国科学院大学, 2021
Authors:  孙金林
Adobe PDF(18036Kb)  |  Favorite  |  View/Download：153/1  |  Submit date：2021/06/28
高超声速飞行器  不确定性抑制  自适应模糊控制  抗干扰控制  有限时间控制  
Deep & Attention : A Self-Attention based Neural Network for Remaining Useful Lifetime Predictions 会议论文
, Budapest, Hungary, 2021-2
Authors:  Yuanjun, Liu;  Xingang, Wang
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A Risk-Averse Remaining Useful Life Estimation for Predictive Maintenance 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 412-422
Authors:  Chuang Chen;  Ningyun Lu;  Bin Jiang;  Cunsong Wang
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Long short-term memory (LSTM) network  predictive maintenance  remaining useful life (RUL) estimation  risk-averse adaptation  support vector regression (SVR)  
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
Authors:  Chuan Sun;  Hongpeng Yin;  Yanxia Li;  Yi Chai
Adobe PDF(2639Kb)  |  Favorite  |  View/Download：79/10  |  Submit date：2021/06/11
Dictionary learning  impulsive signals detection  K-clustering with singular value decomposition (K-SVD)  minimum entropy deconvolution  rolling bearing  signal processing  
Adaptive Fuzzy Nonsmooth Backstepping Output-Feedback Control for Hypersonic Vehicles With Finite-Time Convergence 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2020, 卷号: 28, 期号: 10, 页码: 2320-2334
Authors:  Sun, Jinlin;  Yi, Jianqiang;  Pu, Zhiqiang;  Liu, Zhen
Adobe PDF(3972Kb)  |  Favorite  |  View/Download：81/0  |  Submit date：2021/01/07
Backstepping  Adaptive fuzzy control  Fuzzy logic  finite-time control  fixed-time state observer