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Explainable Neural Network for Sensitivity Analysis of Lithium-ion Battery Smart Production 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 9, 页码: 1944-1953
作者:  Kailong Liu;  Qiao Peng;  Yuhang Liu;  Naxin Cui;  Chenghui Zhang
Adobe PDF(4200Kb)  |  收藏  |  浏览/下载：4/3  |  提交时间：2024/08/09
Battery management  battery manufacturing  data science  explainable artificial intelligence  sensitivity analysis  
A Deep Residual PLS for Data-Driven Quality Prediction Modeling in Industrial Process 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 8, 页码: 1777-1785
作者:  Xiaofeng Yuan;  Weiwei Xu;  Yalin Wang;  Chunhua Yang;  Weihua Gui
Adobe PDF(1400Kb)  |  收藏  |  浏览/下载：26/11  |  提交时间：2024/07/16
Deep residual partial least squares (DRPLS)  nonlinear function  quality prediction  soft sensor  
Nonlinear Filtering With Sample-Based Approximation Under Constrained Communication: Progress, Insights and Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 7, 页码: 1539-1556
作者:  Weihao Song;  Zidong Wang;  Zhongkui Li;  Jianan Wang;  Qing-Long Han
Adobe PDF(1858Kb)  |  收藏  |  浏览/下载：49/15  |  提交时间：2024/06/07
Communication constraints  maximum correntropy filter  networked nonlinear filtering  particle filter  sample-based approximation  unscented Kalman filter  
Recurrent neural network inspired finite-time control design 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1527-1529
作者:  Jianan Liu;  Shihua Li;  Rongjie Liu
Adobe PDF(1176Kb)  |  收藏  |  浏览/下载：57/21  |  提交时间：2024/05/22
Mapping Network-coordinated Stacked Gated Recurrent Units for Turbulence Prediction 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 6, 页码: 1331-1341
作者:  Zhiming Zhang;  Shangce Gao;  MengChu Zhou;  Mengtao Yan;  Shuyang Cao
Adobe PDF(7172Kb)  |  收藏  |  浏览/下载：78/33  |  提交时间：2024/05/22
Convolutional neural network  deep learning  recurrent neural network  turbulence prediction  wind load prediction  
Observer-Based Adaptive Robust Precision Motion Control of a Multi-Joint Hydraulic Manipulator 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1213-1226
作者:  Zheng Chen;  Shizhao Zhou;  Chong Shen;  Litong Lyu;  Junhui Zhang;  Bin Yao
Adobe PDF(4624Kb)  |  收藏  |  浏览/下载：91/26  |  提交时间：2024/04/10
Hydraulic manipulator  nonlinear adaptive observer  parameter adaptation  robust control  
Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1092-1105
作者:  MengChu Zhou;  Meiji Cui;  Dian Xu;  Shuwei Zhu;  Ziyan Zhao;  Abdullah Abusorrah
Adobe PDF(2100Kb)  |  收藏  |  浏览/下载：67/16  |  提交时间：2024/04/10
Evolutionary algorithm (EA)  high-dimensional expensive problems (HEPs)  industrial applications  surrogate-assisted optimization  
Path-Following Control With Obstacle Avoidance of Autonomous Surface Vehicles Subject to Actuator Faults 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 956-964
作者:  Li-Ying Hao;  Gege Dong;  Tieshan Li;  Zhouhua Peng
Adobe PDF(3761Kb)  |  收藏  |  浏览/下载：96/39  |  提交时间：2024/03/18
Actuator faults  autonomous surface vehicle (ASVs)  improved artificial potential function  nonlinear state observer  obstacle avoidance  
Data-Based Filters for Non-Gaussian Dynamic Systems With Unknown Output Noise Covariance 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 866-877
作者:  Elham Javanfar;  Mehdi Rahmani
Adobe PDF(1291Kb)  |  收藏  |  浏览/下载：71/22  |  提交时间：2024/03/18
Data-based filter  maximum likelihood estimation  unknown covariance  weighted maximum likelihood estimation  weighted sum-of-norms clustering  
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
作者:  M. Victoria Luzón;  Nuria Rodríguez-Barroso;  Alberto Argente-Garrido;  Daniel Jiménez-López;  Jose M. Moyano;  Javier Del Ser;  Weiping Ding;  Francisco Herrera
Adobe PDF(4602Kb)  |  收藏  |  浏览/下载：61/18  |  提交时间：2024/03/18
Data privacy  distributed machine learning  federated learning  software frameworks