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Energy Control of Plug-In Hybrid Electric Vehicles Using Model Predictive Control With Route Preview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 12, 页码: 1948-1955
作者:  Yang Zhao;  Yanguang Cai;  Qiwen Song
Adobe PDF(8376Kb)  |  收藏  |  浏览/下载：147/39  |  提交时间：2021/09/03
Energy management  model predictive control(MPC)  optimal control  plug-in hybrid electric vehicle (PHEV)  
A Novel Product Remaining Useful Life Prediction Approach Considering Fault Effects 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1762-1773
作者:  Jingdong Lin;  Zheng Lin;  Guobo Liao;  Hongpeng Yin
Adobe PDF(1378Kb)  |  收藏  |  浏览/下载：166/57  |  提交时间：2021/09/03
Degradation process  fault effects  fault occurrence moment (FOM)  performance characteristic (PC)  remaining useful life (RUL)  
Hierarchical Reinforcement Learning With Automatic Sub-Goal Identification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1686-1696
作者:  Chenghao Liu;  Fei Zhu;  Quan Liu;  Yuchen Fu
Adobe PDF(5095Kb)  |  收藏  |  浏览/下载：135/48  |  提交时间：2021/09/03
Hierarchical control  hierarchical reinforcement learning  option  sparse reward  sub-goal  
Distributed Resource Allocation via Accelerated Saddle Point Dynamics 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1588-1599
作者:  Wen-Ting Lin;  Yan-Wu Wang;  Chaojie Li;  Xinghuo Yu
Adobe PDF(1568Kb)  |  收藏  |  浏览/下载：140/55  |  提交时间：2021/09/03
Accelerated saddle point dynamic  distributed resource allocation  hyper-exponential stability  power dispatch  
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：187/73  |  提交时间：2021/06/11
Fault detection  kernel method  multi-rate process  probability principal component analysis (PPCA)  
Learning Convex Optimization Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1355-1364
作者:  Akshay Agrawal;  Shane Barratt;  Stephen Boyd
Adobe PDF(1593Kb)  |  收藏  |  浏览/下载：195/58  |  提交时间：2021/06/11
Convex optimization  differentiable optimization  machine learning  
Towards Collaborative Robotics in Top View Surveillance: A Framework for Multiple Object Tracking by Detection Using Deep Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1253-1270
作者:  Imran Ahmed;  Sadia Din;  Gwanggil Jeon;  Francesco Piccialli;  Giancarlo Fortino
Adobe PDF(69436Kb)  |  收藏  |  浏览/下载：174/18  |  提交时间：2021/06/11
Collaborative robotics  deep learning  object detection and tracking  top view  video surveillance  
Review of Research and Development of Supernumerary Robotic Limbs 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 929-952
作者:  Yuchuang Tong;  Jinguo Liu
Adobe PDF(50197Kb)  |  收藏  |  浏览/下载：230/47  |  提交时间：2021/04/09
Human-robot cooperation  human-robot interaction  supernumerary robotic finger  supernumerary robotic limb  wearable robots  
Residual-driven Fuzzy C-Means Clustering for Image Segmentation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 876-889
作者:  Cong Wang;  Witold Pedrycz;  ZhiWu Li;  MengChu Zhou
Adobe PDF(7675Kb)  |  收藏  |  浏览/下载：170/35  |  提交时间：2021/04/09
Fuzzy C-Means  image segmentation  mixed or unknown noise  residual-driven  weighted regularization  
Distributed Fault-Tolerant Containment Control for Nonlinear Multi-Agent Systems Under Directed Network Topology via Hierarchical Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 806-816
作者:  Shuyi Xiao;  Jiuxiang Dong
Adobe PDF(3505Kb)  |  收藏  |  浏览/下载：181/50  |  提交时间：2021/04/09
Adaptive fault-tolerant control  directed network topology  distributed control  hierarchical control  multi-agent systems (MASs)