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Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 6, 页码: 1361-1387
作者:  Sibo Cheng;  César Quilodrán-Casas;  Said Ouala;  Alban Farchi;  Che Liu;  Pierre Tandeo;  Ronan Fablet;  Didier Lucor;  Bertrand Iooss;  Julien Brajard;  Dunhui Xiao;  Tijana Janjic;  Weiping Ding;  Yike Guo;  Alberto Carrassi;  Marc Bocquet;  Rossella Arcucci
Adobe PDF(17725Kb)  |  收藏  |  浏览/下载：103/29  |  提交时间：2023/05/29
Data assimilation (DA)  deep learning  machine learning (ML)  reduced-order-modelling  uncertainty quantification (UQ)  
Passive Attack Detection for a Class of Stealthy Intermittent Integrity Attacks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 4, 页码: 898-915
作者:  Kangkang Zhang;  Christodoulos Keliris;  Thomas Parisini;  Bin Jiang;  Marios M. Polycarpou
Adobe PDF(2917Kb)  |  收藏  |  浏览/下载：165/51  |  提交时间：2023/03/22
Backward-in-time equivalent quantity  fixed-point smoother  intermittent integrity attacks  
Modeling and Adaptive Neural Network Control for a Soft Robotic Arm With Prescribed Motion Constraints 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2023, 卷号: 10, 期号: 2, 页码: 501-511
作者:  Yan Yang;  Jiangtao Han;  Zhijie Liu;  Zhijia Zhao;  Keum-Shik Hong
Adobe PDF(3896Kb)  |  收藏  |  浏览/下载：211/66  |  提交时间：2023/01/16
Adaptive control  cosserat theory  prescribed motion constraints  soft robotic arm  
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：251/89  |  提交时间：2022/03/09
Industrial 24 paste thickener,ordinary differential equation (ODE)-net,recurrent neural network,time series prediction  
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
作者:  Lu Zhang;  Jun Yang;  Shihua Li
Adobe PDF(4016Kb)  |  收藏  |  浏览/下载：259/51  |  提交时间：2021/11/03
Bandwidth widening  converter-driven direct current (DC) motor  disturbance observer  model-based disturbance rejection  speed regulation  
Exponential Set-Point Stabilization of Underactuated Vehicles Moving in Three-Dimensional Space 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 2, 页码: 270-282
作者:  Xiaodong He;  Zhiyong Sun;  Zhiyong Geng;  Anders Robertsson
Adobe PDF(3254Kb)  |  收藏  |  浏览/下载：186/55  |  提交时间：2021/11/03
Exponential stabilization  logarithmic feedback  matrix Lie group  underactuated vehicle  
Monocular Visual-Inertial and Robotic-Arm Calibration in a Unifying Framework 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 1, 页码: 146-159
作者:  Yinlong Zhang;  Wei Liang;  Mingze Yuan;  Hongsheng He;  Jindong Tan;  Zhibo Pang
Adobe PDF(17751Kb)  |  收藏  |  浏览/下载：256/61  |  提交时间：2021/11/03
Calibration  inertial measurement unit (IMU)  monocular camera  robotic arm  spiral moving trajectory  
Coherent H∞ Control for Linear Quantum Systems With Uncertainties in the Interaction Hamiltonian 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 432-440
作者:  Chengdi Xiang;  Shan Ma;  Sen Kuang;  Daoyi Dong
Adobe PDF(754Kb)  |  收藏  |  浏览/下载：148/50  |  提交时间：2021/04/09
Coherent feedback control  robust control  uncertain quantum system  
An Overview of Calibration Technology of Industrial Robots 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 23-36
作者:  Zhibin Li;  Shuai Li;  Xin Luo
Adobe PDF(35352Kb)  |  收藏  |  浏览/下载：180/46  |  提交时间：2021/04/09
Absolute pose accuracy  identification method  industrial robots  parameter identification  robot calibration technology  robot parameters  
Approximate Dynamic Programming for Stochastic Resource Allocation Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 975-990
作者:  Ali Forootani;  Raffaele Iervolino;  Massimo Tipaldi;  Joshua Neilson
浏览  |  Adobe PDF(3558Kb)  |  收藏  |  浏览/下载：129/38  |  提交时间：2021/03/11
Approximate dynamic programming (ADP)  dynamic programming (DP)  Markov decision processes (MDPs)  resource allocation problem