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Deep-Reinforcement-Learning-Based Multitarget Coverage With Connectivity Guaranteed 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 1, 页码: 121-132
Authors:  Wu, Shiguang;  Pu, Zhiqiang;  Qiu, Tenghai;  Yi, Jianqiang;  Zhang, Tianle
Favorite  |  View/Download：1/0  |  Submit date：2023/03/20
Robots  Optimization  Maintenance engineering  Task analysis  Informatics  Topology  Reinforcement learning  Connectivity maintenance  deep reinforcement learning (DRL)  multirobot system  multitarget coverage  
Trustworthy Localization With EM-Based Federated Control Scheme for IIoTs 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 卷号: 19, 期号: 1, 页码: 1069-1079
Authors:  Wang, Zhaoyang;  Wang, Song;  Zhao, Zhiyao;  Sun, Muyi
Favorite  |  View/Download：1/0  |  Submit date：2023/03/20
Location awareness  Industrial Internet of Things  Collaboration  Security  Cloud computing  Encryption  Privacy  Collaborative Cloud-Edge-End  expectation maximization (EM)  federated control  industrial Internet of Things (IIoT)  trustworthy localization  
Online Battery Protective Energy Management for Energy-Transportation Nexus 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 卷号: 18, 期号: 11, 页码: 8203-8212
Authors:  Li, Shuangqi;  Zhao, Pengfei;  Gu, Chenghong;  Li, Jianwei;  Cheng, Shuang;  Xu, Minghao
Favorite  |  View/Download：32/0  |  Submit date：2022/11/14
Batteries  Aging  Vehicle-to-grid  US Department of Defense  Costs  Renewable energy sources  Reinforcement learning  Battery aging mitigation  deep reinforcement learning (DRL)  electric vehicle  microgrid (MG)  renewable energy  transportation electrification  vehicle-to-grid (V2G)  
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：105/17  |  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：77/0  |  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：54/0  |  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：74/8  |  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：77/7  |  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：54/0  |  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  
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：58/0  |  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