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IEEE Transactions on Industrial Informatics, Volume 17
Volume 17, Number 1, January 2021
- Peng Zhuang
, Talha Zamir
, Hao Liang
:
Blockchain for Cybersecurity in Smart Grid: A Comprehensive Survey. 3-19 - Peiyun Zhang, Sheng Shu, MengChu Zhou
:
Adaptive and Dynamic Adjustment of Fault Detection Cycles in Cloud Computing. 20-30 - S. Alireza Davari
, Vahab Nekoukar
, Cristian Garcia
, José Rodríguez:
Online Weighting Factor Optimization by Simplified Simulated Annealing for Finite Set Predictive Control. 31-40 - Zhen Liu
, Meng Zhang
, Feng Liu
, Bin Zhang:
Multidimensional Feature Fusion and Ensemble Learning-Based Fault Diagnosis for the Braking System of Heavy-Haul Train. 41-51 - Yan Shi
, Jun Zhao
, Xi-Ming Sun
:
A Bumpless Transfer Control Strategy for Switched Systems and Its Application to an Aero-Engine. 52-62 - Long Cheng
, Yifan Li
, Mingkun Xue
, Yan Wang
:
An Indoor Localization Algorithm Based on Modified Joint Probabilistic Data Association for Wireless Sensor Network. 63-72 - Kai Wang
, He Wen
, Guoqing Li
:
Accurate Frequency Estimation by Using Three-Point Interpolated Discrete Fourier Transform Based on Rectangular Window. 73-81 - Zhenhui Tang
, Engang Tian
, Yongxiong Wang, Licheng Wang
, Taicheng Yang:
Nondestructive Defect Detection in Castings by Using Spatial Attention Bilinear Convolutional Neural Network. 82-89 - Heng Wang
, Fei Yu, Min Li
, Yang Zhong:
Clock Skew Estimation for Timestamp-Free Synchronization in Industrial Wireless Sensor Networks. 90-99 - C. M. Nirmal Mukundan
, Syed Bilal Qaiser Naqvi
, Bhim Singh
, P. Jayaprakash
:
Single-Layer Decoupled Multiple-Order Generalized Integral Control for Single-Stage Solar Energy Grid Integrator With Maximum Power Extraction. 100-109 - Radhe Shyam Sharma
, Arindam Mondal
, Laxmidhar Behera
:
Tracking Control of Mobile Robots in Formation in the Presence of Disturbances. 110-123 - Mahdi Kohansal, Ehsan Samani
, Hamed Mohsenian Rad
:
Understanding the Structural Characteristics of Convergence Bidding in Nodal Electricity Markets. 124-134 - Tao Wang
, Shengzhe Qi, Jian Yang
, Zexuan Ji
, Quansen Sun
, Qi Ge
:
Interactive Image Segmentation Based on Label Pair Diffusion. 135-146 - Qingshan Feng
, Zexin Li, Jianhuang Cai
, Dongsheng Guo
:
Acceleration-Level Configuration Adjustment Scheme for Robot Manipulators. 147-157 - Bohui Wang
, Bin Zhang
, Rong Su
:
Optimal Tracking Cooperative Control for Cyber-Physical Systems: Dynamic Fault-Tolerant Control and Resilient Management. 158-167 - Tong Wu
, Ying-Jun Angela Zhang
, Xiaoying Tang
:
Online Detection of Events With Low-Quality Synchrophasor Measurements Based on $i$Forest. 168-178 - Han Yu
, Li Da Xu, Hongming Cai
, Shancang Li
, Boyi Xu
, Lihong Jiang:
A Stream Processing Framework Based on Linked Data for Information Collaborating of Regional Energy Networks. 179-188 - Xinjiang Lu
, Du Xu, Wenbo Liu:
Development of Spatiotemporal Recurrent Neural Network for Modeling of Spatiotemporal Processes. 189-198 - Yongbo Li
, Fulong Liu, Shun Wang
, Jiancheng Yin
:
Multiscale Symbolic Lempel-Ziv: An Effective Feature Extraction Approach for Fault Diagnosis of Railway Vehicle Systems. 199-208 - Dianye Huang
, Chenguang Yang
, Yongping Pan, Long Cheng
:
Composite Learning Enhanced Neural Control for Robot Manipulator With Output Error Constraints. 209-218 - Jingang Lai
, Xiaoqing Lu
:
Nonlinear Mean-Square Power Sharing Control for AC Microgrids Under Distributed Event Detection. 219-229 - Dengpeng Xing
, Fangfang Liu
, De Xu
:
Joint Alignment and Simultaneous Insertion of Multiple Objects in Precision Assembly. 230-239 - Yang Li
, Binyu Xiong
, D. Mahinda Vilathgamuwa
, Zhongbao Wei
, Changjun Xie
, Changfu Zou
:
Constrained Ensemble Kalman Filter for Distributed Electrochemical State Estimation of Lithium-Ion Batteries. 240-250 - Esteban Municio
, Steven Latré, Johann M. Márquez-Barja
:
Extending Network Programmability to the Things Overlay Using Distributed Industrial IoT Protocols. 251-259 - Qingqiang Sun
, Zhiqiang Ge
:
Deep Learning for Industrial KPI Prediction: When Ensemble Learning Meets Semi-Supervised Data. 260-269 - Danial Jafarigiv
, Keyhan Sheshyekani
, Houshang Karimi
, Jean Mahseredjian
:
A Scalable FMI-Compatible Cosimulation Platform for Synchrophasor Network Studies. 270-279 - Kangli Liu
, Wu Cao
, Shunyu Wang
, Haotian Kang
, Jianfeng Zhao
, Mumu Wu, Dongchen Fan:
Admittance Modeling, Analysis, and Reshaping of Harmonic Control Loop for Multiparalleled SAPFs System. 280-289 - Anjanee Kumar Mishra
, Bhim Singh
:
An Improved Control Technique for Grid Interactive 4-Phase SRM Driven Solar Powered WPS Using Three-Level Boost Converter. 290-299 - Zhou Wu
, Qian Li, Xiaohua Xia
:
Multi-timescale Forecast of Solar Irradiance Based on Multi-task Learning and Echo State Network Approaches. 300-310 - M. Carmen Lucas-Estañ
, Baldomero Coll-Perales
, Javier Gozálvez
:
Redundancy and Diversity in Wireless Networks to Support Mobile Industrial Applications in Industry 4.0. 311-320 - Ren Li
, Tianjin Mo, Jianxi Yang, Shixin Jiang
, Tong Li, Yiming Liu:
Ontologies-Based Domain Knowledge Modeling and Heterogeneous Sensor Data Integration for Bridge Health Monitoring Systems. 321-332 - Kailong Zhou, Xin Chen
, Min Wu
, Sheng Du
, Jie Hu
, Yosuke Nakanishi
:
A New CO/CO$_2$ Prediction Model Based on Labeled and Unlabeled Process Data for Sintering Process. 333-345 - Nameer Al Khafaf
, Mahdi Jalili
, Peter Sokolowski:
A Novel Clustering Index to Find Optimal Clusters Size With Application to Segmentation of Energy Consumers. 346-355 - Dongsheng Guo
, Zexin Li, Ameer Hamza Khan
, Qingshan Feng
, Jianhuang Cai
:
Repetitive Motion Planning of Robotic Manipulators With Guaranteed Precision. 356-366 - Tao Sun
, Xi-Ming Sun
:
An Adaptive Dynamic Programming Scheme for Nonlinear Optimal Control With Unknown Dynamics and Its Application to Turbofan Engines. 367-376 - Jun Liu
, Hang Song
, Huiwen Sun, Hongyan Zhao:
High-Precision Identification of Power Quality Disturbances Under Strong Noise Environment Based on FastICA and Random Forest. 377-387 - HyungGi Jo
, Woosub Lee
, Euntai Kim
:
Mixture Density-PoseNet and its Application to Monocular Camera-Based Global Localization. 388-397 - Hao Wu
, Hui Tian
, Shaoshuai Fan
, Jiazhi Ren
:
Data Age Aware Scheduling for Wireless Powered Mobile-Edge Computing in Industrial Internet of Things. 398-408 - Sergio Lucia
, Denis Navarro
, Benjamin Karg
, Hector Sarnago
, Óscar Lucía
:
Deep Learning-Based Model Predictive Control for Resonant Power Converters. 409-420 - Santanu Kumar Dash
, Pravat Kumar Ray
:
A New PV-Open-UPQC Configuration for Voltage Sensitive Loads Utilizing Novel Adaptive Controllers. 421-429 - Mojtaba Yousefi
, Amin Hajizadeh
, Mohsen Soltani
, Branislav Hredzak
:
Predictive Home Energy Management System With Photovoltaic Array, Heat Pump, and Plug-In Electric Vehicle. 430-440 - Lishuai Liu
, Hongwei Mei
, Chenjun Guo
, Yanxin Tu
, Liming Wang
:
Pixel-Level Classification of Pollution Severity on Insulators Using Photothermal Radiometry and Multiclass Semisupervised Support Vector Machine. 441-449 - Bin Zhou
, Kuan Zhang, Ka Wing Chan
, Canbing Li
, Xi Lu
, Siqi Bu
, Xiang Gao:
Optimal Coordination of Electric Vehicles for Virtual Power Plants With Dynamic Communication Spectrum Allocation. 450-462 - Shengheng Liu
, Yongming Huang
, Hancong Wu
, Chao Tan
, Jiabin Jia
:
Efficient Multitask Structure-Aware Sparse Bayesian Learning for Frequency-Difference Electrical Impedance Tomography. 463-472 - Daranith Choeum
, Dae-Hyun Choi
:
Vulnerability Assessment of Conservation Voltage Reduction to Load Redistribution Attack in Unbalanced Active Distribution Networks. 473-483 - Xiong Yang
, Qinglai Wei
:
Adaptive Critic Designs for Optimal Event-Driven Control of a CSTR System. 484-493 - Kun Cao
, Liying Li
, Yangguang Cui, Tongquan Wei
, Shiyan Hu
:
Exploring Placement of Heterogeneous Edge Servers for Response Time Minimization in Mobile Edge-Cloud Computing. 494-503 - Tushar Tyagi
, Parasuraman Sumathi
:
Finer Granularity DFT Bins With Moving Window for Capacitance Sensing. 504-513 - Cheng Guo
, Shenghao Su, Kim-Kwang Raymond Choo
, Xinyu Tang:
A Fast Nearest Neighbor Search Scheme Over Outsourced Encrypted Medical Images. 514-523 - Tian Wang
, Yang Chen
, Hongqiang Lv
, Jing Teng
, Hichem Snoussi, Fei Tao
:
Online Detection of Action Start via Soft Computing for Smart City. 524-533 - Abubakar Sadiq Sani
, Dong Yuan, Wei Bao
, Zhao Yang Dong
:
A Universally Composable Key Exchange Protocol for Advanced Metering Infrastructure in the Energy Internet. 534-546 - Weifeng Zhong
, Kan Xie
, Yi Liu
, Chao Yang
, Shengli Xie
, Yan Zhang:
Distributed Demand Response for Multienergy Residential Communities With Incomplete Information. 547-557 - Keke Huang
, Yiming Wu, Chen Wang
, Yongfang Xie
, Chunhua Yang
, Weihua Gui
:
A Projective and Discriminative Dictionary Learning for High-Dimensional Process Monitoring With Industrial Applications. 558-568 - Shiwen Xie
, Yongfang Xie
, Tingwen Huang
, Weihua Gui
:
Multiobjective-Based Optimization and Control for Iron Removal Process Under Dynamic Environment. 569-577 - Van-Thanh Hoang
, De-Shuang Huang
, Kang-Hyun Jo
:
3-D Facial Landmarks Detection for Intelligent Video Systems. 578-586 - Zhiyong Wang
, Jingjing Liu
, Keshi He
, Qiong Xu
, Xiu Xu, Honghai Liu
:
Screening Early Children With Autism Spectrum Disorder via Response-to-Name Protocol. 587-595 - Jinlin Zhu
, Guohao Peng
, Danwei Wang
:
Dual-Domain-Based Adversarial Defense With Conditional VAE and Bayesian Network. 596-605 - Maninderpal Singh
, Gagangeet Singh Aujla
, Amritpal Singh
, Neeraj Kumar
, Sahil Garg
:
Deep-Learning-Based Blockchain Framework for Secure Software-Defined Industrial Networks. 606-616 - Jiannan Wei
, Tran Viet Xuan Phuong, Guomin Yang
:
An Efficient Privacy Preserving Message Authentication Scheme for Internet-of-Things. 617-626 - Yuzhang Lin
, Ali Abur
, Hanchen Xu
:
Identifying Security Vulnerabilities in Electricity Market Operations Induced by Weakly Detectable Network Parameter Errors. 627-636 - Morteza Dabbaghjamanesh
, Tomislav Dragicevic
, Zhao Yang Dong
, Frede Blaabjerg
:
Guest Editorial: Special Section on Applications of Artificial Intelligence in Industrial Power Electronics and Systems. 637-639 - Mohammad Sadegh Bashkari
, Ashkan Sami
, Mohammad Rastegar
:
Outage Cause Detection in Power Distribution Systems Based on Data Mining. 640-649 - Abdollah Kavousi-Fard
, Wencong Su
, Tao Jin
:
A Machine-Learning-Based Cyber Attack Detection Model for Wireless Sensor Networks in Microgrids. 650-658 - Mehdi Ahrarinouri, Mohammad Rastegar
, Ali Reza Seifi
:
Multiagent Reinforcement Learning for Energy Management in Residential Buildings. 659-666 - Mahdi Vosoogh, Masoud RashidiNejad
, Amir Abdollahi
, Morteza Ghaseminezhad
:
An Intelligent Day Ahead Energy Management Framework for Networked Microgrids Considering High Penetration of Electric Vehicles. 667-677 - Kuan Wang
, Jun Wu
, Xi Zheng
, Alireza Jolfaei
, Jianhua Li, Dongjin Yu
:
Leveraging Energy Function Virtualization With Game Theory for Fault-Tolerant Smart Grid. 678-687 - Shuai Zhao
, Shaowei Chen
, Fei Yang
, Enes Ugur
, Bilal Akin
, Huai Wang
:
A Composite Failure Precursor for Condition Monitoring and Remaining Useful Life Prediction of Discrete Power Devices. 688-698 - Qiaoqiao Li, Yan Xu
, Chao Ren
:
A Hierarchical Data-Driven Method for Event-Based Load Shedding Against Fault-Induced Delayed Voltage Recovery in Power Systems. 699-709 - Yongtian Jia
, Liming Ying
, Donghui Wang
, Jie Zhang
:
Defect Prediction of Relay Protection Systems Based on LSSVM-BNDT. 710-719 - Mousa Afrasiabi
, Mohammad Mohammadi
, Mohammad Rastegar
, Shahabodin Afrasiabi
:
Advanced Deep Learning Approach for Probabilistic Wind Speed Forecasting. 720-727
Volume 17, Number 2, February 2021
- Zhouhua Peng
, Jun Wang
, Dan Wang
, Qing-Long Han
:
An Overview of Recent Advances in Coordinated Control of Multiple Autonomous Surface Vehicles. 732-745 - Christopher Turner
, John Oyekan
, Lampros K. Stergioulas, David Griffin:
Utilizing Industry 4.0 on the Construction Site: Challenges and Opportunities. 746-756 - Filipe Marinho de Brito
, Gélson da Cruz Júnior
, Enzo Morosini Frazzon
, João Pedro Tavares Vieira Basto
, Symone Gomes Soares Alcalá
:
Design Approach for Additive Manufacturing in Spare Part Supply Chains. 757-765 - Aniello Castiglione
, Michele Nappi
, Stefano Ricciardi
:
Trustworthy Method for Person Identification in IIoT Environments by Means of Facial Dynamics. 766-774 - Zivana Jakovljevic
, Vuk Lesi
, Miroslav Pajic
:
Attacks on Distributed Sequential Control in Manufacturing Automation. 775-786 - Moises Alencastre-Miranda
, Richard M. Johnson
, Hermano Igo Krebs:
Convolutional Neural Networks and Transfer Learning for Quality Inspection of Different Sugarcane Varieties. 787-794 - Jinsong Gui
, Lihuan Hui, Neal N. Xiong
, Jie Wu
:
Improving Spectrum Efficiency of Cell-Edge Devices by Incentive Architecture Applications With Dynamic Charging. 795-808 - Wenjing Ren
, Guangrui Wen
, Bin Xu, Zhifen Zhang
:
A Novel Convolutional Neural Network Based on Time-Frequency Spectrogram of Arc Sound and Its Application on GTAW Penetration Classification. 809-819 - Xu Kang
, Liang Liu
, Dong Zhao, Huadong Ma
:
TraG: A Trajectory Generation Technique for Simulating Urban Crowd Mobility. 820-829 - Huaping Liu
, Yuhong Deng
, Di Guo
, Bin Fang
, Fuchun Sun, Wuqiang Yang:
An Interactive Perception Method for Warehouse Automation in Smart Cities. 830-838 - Miguel Martínez-García
, Yu Zhang
, Kenji Suzuki
, Yudong Zhang
:
Deep Recurrent Entropy Adaptive Model for System Reliability Monitoring. 839-848 - Shuoyao Wang
, Suzhi Bi
, Ying-Jun Angela Zhang
:
Reinforcement Learning for Real-Time Pricing and Scheduling Control in EV Charging Stations. 849-859 - Bilal Hussain
, Qinghe Du
, Bo Sun, Zhiqiang Han:
Deep Learning-Based DDoS-Attack Detection for Cyber-Physical System Over 5G Network. 860-870 - Víctor Rodríguez-Fernández
, Agnieszka Trzcionkowska, Antonio González-Pardo
, Edyta Brzychczy
, Grzegorz J. Nalepa
, David Camacho
:
Conformance Checking for Time-Series-Aware Processes. 871-881 - Yuanfang Chen
, Weitong Hu, Muhammad Alam
, Ting Wu:
Fiden: Intelligent Fingerprint Learning for Attacker Identification in the Industrial Internet of Things. 882-890 - Hafiz Husnain Raza Sherazi
, Luigi Alfredo Grieco
, Muhammad Ali Imran
, Gennaro Boggia
:
Energy-Efficient LoRaWAN for Industry 4.0 Applications. 891-902 - Aaisha Makkar
, Sahil Garg
, Neeraj Kumar
, M. Shamim Hossain
, Ahmed Ghoneim
, Mubarak Alrashoud
:
An Efficient Spam Detection Technique for IoT Devices Using Machine Learning. 903-912 - Yu Wang
, Long He, Shan Jiang, Tommy W. S. Chow
:
Failure Prediction of Hard Disk Drives Based on Adaptive Rao-Blackwellized Particle Filter Error Tracking Method. 913-921 - Jinbo Xiong
, Mingfeng Zhao
, Md. Zakirul Alam Bhuiyan, Lei Chen
, Youliang Tian
:
An AI-Enabled Three-Party Game Framework for Guaranteed Data Privacy in Mobile Edge Crowdsensing of IoT. 922-933 - Aimin Yang
, Yunxi Zhuansun
, Yan Shi, Huixiang Liu, Yongjie Chen, Ruishan Li:
IoT System for Pellet Proportioning Based on BAS Intelligent Recommendation Model. 934-942 - Xiaoshi Chen
, Li Gong
, Liang Wei, Shih-Ching Yeh
, Li Da Xu, Lirong Zheng
, Zhuo Zou
:
A Wearable Hand Rehabilitation System With Soft Gloves. 943-952 - Abid Khan
, Sadia Din
, Gwanggil Jeon
, Francesco Piccialli
:
Lucy With Agents in the Sky: Trustworthiness of Cloud Storage for Industrial Internet of Things. 953-960 - Abdullahi Chowdhury
, Gour C. Karmakar
, Joarder Kamruzzaman
, Syed Mofizul Islam:
Trustworthiness of Self-Driving Vehicles for Intelligent Transportation Systems in Industry Applications. 961-970 - Jian Gao
, Xin Yang, Yu Jiang
, Houbing Song
, Kim-Kwang Raymond Choo
, Jiaguang Sun:
Semantic Learning Based Cross-Platform Binary Vulnerability Search For IoT Devices. 971-979 - Stavros Nousias
, Gerasimos Arvanitis
, Aris S. Lalos
, Konstantinos Moustakas:
Fast Mesh Denoising With Data Driven Normal Filtering Using Deep Variational Autoencoders. 980-990 - Zhengmao Li
, Yan Xu
, Xue Feng
, Qiuwei Wu
:
Optimal Stochastic Deployment of Heterogeneous Energy Storage in a Residential Multienergy Microgrid With Demand-Side Management. 991-1004 - Mehrdad Aghamohamadi
, Amin Mahmoudi
, Mohammed H. Haque
:
Two-Stage Robust Sizing and Operation Co-Optimization for Residential PV-Battery Systems Considering the Uncertainty of PV Generation and Load. 1005-1017 - Yingbing Hua
, Björn Hein
:
AQT - A Query Template for AutomationML. 1018-1028 - Bailing Tian
, Jie Cui, Hanchen Lu, Lihong Liu, Qun Zong
:
Attitude Control of UAVs Based on Event-Triggered Supertwisting Algorithm. 1029-1038 - Lan Yang
, Kathryn Cormican, Ming Yu:
Ontology Learning for Systems Engineering Body of Knowledge. 1039-1047 - Tabish Nazir Mir
, Bhim Singh
, Abdul Hamid Bhat
:
Delta-Sigma Modulation Based Common-Mode Voltage Elimination in Direct Matrix Converter. 1048-1057 - Hui Miao, Guo Chen
, Zhiheng Zhao, Fangfei Zhang
:
Evolutionary Aggregation Approach for Multihop Energy Metering in Smart Grid for Residential Energy Management. 1058-1068 - Nan Li
, Ming Xiao
, Lars K. Rasmussen
, Xiping Hu
, Victor C. M. Leung
:
On Resource Allocation of Cooperative Multiple Access Strategy in Energy-Efficient Industrial Internet of Things. 1069-1078 - Liangmin Wang
, Hantao Mei, Victor S. Sheng
:
Multilevel Identification and Classification Analysis of Tor on Mobile and PC Platforms. 1079-1088 - Jun Hou
, Ziyou Song
, Heath F. Hofmann
, Jing Sun
:
Control Strategy for Battery/Flywheel Hybrid Energy Storage in Electric Shipboard Microgrids. 1089-1099 - Sajjad Ahmadi
, Philippe Poure
, Shahrokh Saadate
, Davood Arab Khaburi
:
A Real-Time Fault Diagnosis for Neutral-Point-Clamped Inverters Based on Failure-Mode Algorithm. 1100-1110 - Amrit Paudel
, Mohsen Khorasany
, Hoay Beng Gooi
:
Decentralized Local Energy Trading in Microgrids With Voltage Management. 1111-1121 - Marcin Morawiec
, Arkadiusz Lewicki
:
Speed Observer Structure of Induction Machine Based on Sliding Super-Twisting and Backstepping Techniques. 1122-1131 - Han Bao
, Zhongyun Hua
, Ning Wang
, Lei Zhu
, Mo Chen
, Bocheng Bao
:
Initials-Boosted Coexisting Chaos in a 2-D Sine Map and Its Hardware Implementation. 1132-1140 - Yu Wang
, Tung Lam Nguyen
, Mazheruddin H. Syed
, Yan Xu
, Effren Guillo-Sansano
, Van Hoa Nguyen
, Graeme M. Burt
, Quoc Tuan Tran
, Raphaël Caire
:
A Distributed Control Scheme of Microgrids in Energy Internet Paradigm and Its Multisite Implementation. 1141-1153 - Yuefang Du
, Yuanzheng Li
, Chao Duan
, Hoay Beng Gooi
, Lin Jiang
:
Adjustable Uncertainty Set Constrained Unit Commitment With Operation Risk Reduced Through Demand Response. 1154-1165 - Liang Han
, Wenfu Xu
, Peng Kang, Han Yuan
:
Unified Neural Adaptive Control for Multiple Human-Robot-Environment Interactions. 1166-1175 - Shitikantha Dash
, Ranjana Sodhi
, Balwinder Sodhi
:
An Appliance Load Disaggregation Scheme Using Automatic State Detection Enabled Enhanced Integer Programming. 1176-1185 - Janier Arias-Gar