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| A Review on Representative Swarm Intelligence Algorithms for Solving Optimization Problems: Applications and Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1627-1643
作者: Jun Tang ; Gang Liu; Qingtao Pan
 Adobe PDF(5712Kb) |  收藏 | 浏览/下载：148/37 | 提交时间：2021/09/03
Ant colony optimization (ACO) artificial bee colony (ABC) artificial fish swarm (AFS) bacterial foraging optimization (BFO) optimization particle swarm optimization (PSO) swarm intelligence |
| Iterative Learning Disturbance Observer Based Attitude Stabilization of Flexible Spacecraft Subject to Complex Disturbances and Measurement Noises 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1576-1587
作者: Tongfu He; Zhong Wu
Adobe PDF(5181Kb) | 收藏 | 浏览/下载：159/52 | 提交时间：2021/09/03
Disturbance observer iterative learning measurement noise spacecraft attitude control |
| Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1523-1538
作者: Samuel Harford; Fazle Karim; Houshang Darabi
Adobe PDF(12886Kb) | 收藏 | 浏览/下载：148/44 | 提交时间：2021/09/03
Adversarial machine learning deep learning multivariate time series perturbation methods |
| 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
作者: Donglei Zheng; Le Zhou; Zhihuan Song
Adobe PDF(1388Kb) | 收藏 | 浏览/下载：180/71 | 提交时间：2021/06/11
Fault detection kernel method multi-rate process probability principal component analysis (PPCA) |
| Development of Granular Fuzzy Relation Equations Based on a Subset of Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1416-1427
作者: Dan Wang; Xiubin Zhu; Witold Pedycz; Zhenhua Yu; Zhiwu Li
Adobe PDF(1808Kb) | 收藏 | 浏览/下载：180/51 | 提交时间：2021/06/11
A subset of data granular fuzzy relation equations interval-valued fuzzy relation particle swarm optimization (PSO) |
| Robust Controller Synthesis and Analysis in Inverter-Dominant Droop-Controlled Islanded Microgrids 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1401-1415
作者: S. Mohsen Azizi
Adobe PDF(4010Kb) | 收藏 | 浏览/下载：169/52 | 提交时间：2021/06/11
Droop control inverter microgrid Monte Carlo simulation robust control μ-synthesis |
| Cooperative Multi-Agent Control for Autonomous Ship Towing Under Environmental Disturbances 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1365-1379
作者: Zhe Du; Rudy R. Negenborn; Vasso Reppa
Adobe PDF(4289Kb) | 收藏 | 浏览/下载：173/49 | 提交时间：2021/06/11
Cooperative control environmental disturbances multiple autonomous vessels robust control ship towing |
| Remaining Useful Life Prediction for a Roller in a Hot Strip Mill Based on Deep Recurrent Neural Networks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1345-1354
作者: Ruihua Jiao; Kaixiang Peng; Jie Dong
Adobe PDF(1807Kb) | 收藏 | 浏览/下载：156/56 | 提交时间：2021/06/11
Hot strip mill prognostics and health management (PHM) recurrent neural network (RNN) remaining useful life (RUL) roller management |
| Human-Swarm-Teaming Transparency and Trust Architecture 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1281-1295
作者: Adam J. Hepworth; Daniel P. Baxter; Aya Hussein; Kate J. Yaxley; Essam Debie; Hussein A. Abbass
Adobe PDF(2092Kb) | 收藏 | 浏览/下载：291/101 | 提交时间：2021/06/11
Artificial intelligence explainability human-swarm teaming (HST) interpretability predictability swarm shepherding transparency |
| 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：196/49 | 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 |
