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| 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：144/47 | 提交时间：2021/09/03
Degradation process fault effects fault occurrence moment (FOM) performance characteristic (PC) remaining useful life (RUL) |
| Variational Gridded Graph Convolution Network for Node Classification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1697-1708
作者: Xiaobin Hong; Tong Zhang; Zhen Cui; Jian Yang
Adobe PDF(2419Kb) | 收藏 | 浏览/下载：126/39 | 提交时间：2021/09/03
Graph coarsening gridding node classification random walk variational convolution |
| Orientation Field Code Hashing: A Novel Method for Fast Palmprint Identification 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1038-1051
作者: Xi Chen; Ming Yu; Feng Yue; Bin Li
 Adobe PDF(9258Kb) | 收藏 | 浏览/下载：178/21 | 提交时间：2021/04/09
Biometric system hashing orientation feature palmprint identification |
| Total Variation Constrained Non-Negative Matrix Factorization for Medical Image Registration 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1025-1037
作者: Chengcai Leng; Hai Zhang; Guorong Cai; Zhen Chen; Anup Basu
Adobe PDF(1933Kb) | 收藏 | 浏览/下载：248/81 | 提交时间：2021/04/09
Data clustering dimension reduction image registration non-negative matrix factorization (NMF) total variation (TV) |
| Neural-Network-Based Control for Discrete-Time Nonlinear Systems with Input Saturation Under Stochastic Communication Protocol 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 766-778
作者: Xueli Wang; Derui Ding; Hongli Dong; Xian-Ming Zhang
Adobe PDF(1995Kb) | 收藏 | 浏览/下载：200/42 | 提交时间：2021/04/09
Adaptive dynamic programming (ADP) constrained inputs neural network (NN) stochastic communication protocols (SCPs) suboptimal control |
| Deep Learning in Sheet Metal Bending With a Novel Theory-Guided Deep Neural Network 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 3, 页码: 565-581
作者: Shiming Liu; Yifan Xia; Zhusheng Shi; Hui Yu; Zhiqiang Li; Jianguo Lin
Adobe PDF(6784Kb) | 收藏 | 浏览/下载：225/58 | 提交时间：2021/04/09
Data-driven deep learning deep learning deep neural network (DNN) intelligent manufacturing machine learning sheet metal forming springback theory-guided deep learning theory-guided regularization |
| 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
作者: Chuang Chen; Ningyun Lu; Bin Jiang; Cunsong Wang
Adobe PDF(1855Kb) | 收藏 | 浏览/下载：163/56 | 提交时间：2021/04/09
Long short-term memory (LSTM) network predictive maintenance remaining useful life (RUL) estimation risk-averse adaptation support vector regression (SVR) |
| On Performance Gauge of Average Multi-Cue Multi-Choice Decision Making: A Converse Lyapunov Approach 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 136-147
作者: Mehdi Firouznia; Qing Hui
Adobe PDF(1472Kb) | 收藏 | 浏览/下载：118/31 | 提交时间：2021/04/09
Cognitive modeling decision making Lyapunov function multi-cue multi-choice tasks performance gauge |
| Dust Distribution Study at the Blast Furnace Top Based on k-Sε-up Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 121-135
作者: Zhipeng Chen; Zhaohui Jiang; Chunjie Yang; Weihua Gui; Youxian Sun
Adobe PDF(40578Kb) | 收藏 | 浏览/下载：141/19 | 提交时间：2021/04/09
Blast furnace (BF) dust movement interphase interaction modeling theory turbulent flow two-scale direct interaction approximation (TSDIA) |
| A Multi-Layered Gravitational Search Algorithm for Function Optimization and Real-World Problems 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 1, 页码: 94-109
作者: Yirui Wang; Shangce Gao; Mengchu Zhou; Yang Yu
Adobe PDF(1938Kb) | 收藏 | 浏览/下载：259/48 | 提交时间：2021/04/09
Artificial intelligence exploration and exploitation gravitational search algorithm hierarchical interaction hierarchy machine learning population structure |
