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Multimodal Unknown Surface Material Classification and Its Application to Physical Reasoning 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 7, 页码: 4406-4416
Authors:  Wei, Junhang;  Cui, Shaowei;  Hu, Jingyi;  Hao, Peng;  Wang, Shuo;  Lou, Zheng
Adobe PDF(3954Kb)  |  Favorite  |  View/Download:48/7  |  Submit date:2022/06/10
Robots  Convolutional neural networks  Visualization  Informatics  Feature extraction  Task analysis  Haptic interfaces  Auditory and haptic information  deep learning  multimodal fusion  physical reasoning  unknown surface material classification (USMC)  
Event-Triggered Near-Optimal Control of Discrete-Time Constrained Nonlinear Systems With Application to a Boiler-Turbine System 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 6, 页码: 3926-3935
Authors:  Wei, Qinglai;  Lu, Jingwei;  Zhou, Tianmin;  Cheng, Xiang;  Wang, Fei-Yue
Favorite  |  View/Download:39/0  |  Submit date:2022/06/06
Optimal control  Nonlinear systems  Informatics  Control systems  Performance analysis  Mathematical models  Upper bound  Adaptive dynamic programming (ADP)  boiler-turbine system (BTS)  control constraints  event-triggered  nonlinear optimal control  parallel control  
Cyber-Resilient Multi-Energy Management for Complex Systems 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 3, 页码: 2144-2159
Authors:  Zhao, Pengfei;  Cao, Zhidong;  Zeng, Dajun;  Gu, Chenghong;  Wang, Zhaoyu;  Xiang, Yue;  Qadrdan, Meysam;  Chen, Xinlei;  Yan, Xiaohe;  Li, Shuangqi
Favorite  |  View/Download:23/0  |  Submit date:2022/01/27
Indexes  Cogeneration  Uncertainty  Reactive power  Pipelines  Optimization  Natural gas  Cyberattacks  distribution systems  energy hubs  load redistribution (LR) attacks  multienergy systems  real-time operation  resilience enhancement  
Unsupervised Anomaly Detection for Surface Defects with Dual-Siamese Network 期刊论文
IEEE Transactions on Industrial Informatics, 2022, 卷号: 1, 期号: 1, 页码: 1-11
Authors:  Tao X(陶显);  Da-Peng Zhang;  Ma WZ(马文治);  Hou ZX(侯占新);  Lu ZF(逯正峰);  Chandranath Adak
Adobe PDF(8384Kb)  |  Favorite  |  View/Download:38/4  |  Submit date:2022/03/03
缺陷检测  
Deep reinforcement learning based multi-target coverage with connectivity guaranteed 期刊论文
IEEE Transactions on Industrial Informatics, 2022, 期号: 2022, 页码: 1-12
Authors:  Shiguang Wu;  Zhiqiang Pu;  Tenghai Qiu;  Jianqiang Yi;  Tianle Zhang
Adobe PDF(15731Kb)  |  Favorite  |  View/Download:39/3  |  Submit date:2022/04/02
Multi-target coverage  multi-robot system  connectivity maintenance  deep reinforcement learning  
A Sharding Scheme-Based Many-Objective Optimization Algorithm for Enhancing Security in Blockchain-Enabled Industrial Internet of Things 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 11, 页码: 7650-7658
Authors:  Cai, Xingjuan;  Geng, Shaojin;  Zhang, Jingbo;  Wu, Di;  Cui, Zhihua;  Zhang, Wensheng;  Chen, Jinjun
Favorite  |  View/Download:24/0  |  Submit date:2021/12/28
Blockchain  Industrial Internet of Things  Throughput  Optimization  Scalability  Load modeling  Delays  Blockchain  industrial Internet of Things (IIoT)  many-objective optimization algorithm  privacy preservation  scalability  security  
Generalized Actor-Critic Learning Optimal Control in Smart Home Energy Management 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 10, 页码: 6614-6623
Authors:  Wei, Qinglai;  Liao, Zehua;  Shi, Guang
Favorite  |  View/Download:42/0  |  Submit date:2021/11/02
Optimal control  Process control  Smart homes  Dynamic programming  Numerical models  Iterative methods  Informatics  Actor-critic learning  adaptive critic designs  adaptive dynamic programming (ADP)  approximate dynamic programming  energy management  optimal control  smart grid  
Data-Driven Multi-Energy Investment and Management Under Earthquakes 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 10, 页码: 6939-6950
Authors:  Zhao, Pengfei;  Gu, Chenghong;  Cao, Zhidong;  Shen, Yichen;  Teng, Fei;  Chen, Xinlei;  Wu, Chenye;  Huo, Da;  Xu, Xu;  Li, Shuangqi
Favorite  |  View/Download:29/0  |  Submit date:2021/11/02
Economics  Power transmission lines  Uncertainty  Systems operation  Pipelines  Reliability engineering  Transmission line measurements  Distributionally robust optimization (DRO)  emergency response  integrated electricity and gas system  reliability  
Efficient Insertion Control for Precision Assembly Based on Demonstration Learning and Reinforcement Learning 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 7, 页码: 4492-4502
Authors:  Ma, Yanqin;  Xu, De;  Qin, Fangbo
Favorite  |  View/Download:109/0  |  Submit date:2021/05/17
Learning (artificial intelligence)  Task analysis  Learning systems  Gaussian distribution  Informatics  Automation  Data models  Demonstration learning  insertion policy learning  multiple peg-in-hole insertion  precision assembly  reinforcement learning  
Deep Learning-Based Solar-Cell Manufacturing Defect Detection With Complementary Attention Network 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17, 期号: 6, 页码: 4084-4095
Authors:  Su, Binyi;  Chen, Haiyong;  Chen, Peng;  Bian, Guibin;  Liu, Kun;  Liu, Weipeng
Favorite  |  View/Download:47/0  |  Submit date:2021/05/06
Photovoltaic cells  Feature extraction  Proposals  Task analysis  Shape  Convolution  Visualization  Attention network  automatic defects detection  near-infrared image  region proposal network (RPN)  solar cell