| # | Title | Journal | Year | Citations |
|---|
| 1 | Internet of Things in Industries: A Survey | IEEE Transactions on Industrial Informatics | 2014 | 3,788 |
| 2 | Demand Side Management: Demand Response, Intelligent Energy Systems, and Smart Loads | IEEE Transactions on Industrial Informatics | 2011 | 2,270 |
| 3 | Smart Grid Technologies: Communication Technologies and Standards | IEEE Transactions on Industrial Informatics | 2011 | 2,067 |
| 4 | An Overview of Recent Progress in the Study of Distributed Multi-Agent Coordination | IEEE Transactions on Industrial Informatics | 2013 | 1,814 |
| 5 | Digital Twin in Industry: State-of-the-Art | IEEE Transactions on Industrial Informatics | 2019 | 1,668 |
| 6 | State of the Art of Finite Control Set Model Predictive Control in Power Electronics | IEEE Transactions on Industrial Informatics | 2013 | 1,425 |
| 7 | Industrial Internet of Things: Challenges, Opportunities, and Directions | IEEE Transactions on Industrial Informatics | 2018 | 1,418 |
| 8 | A Survey on Smart Grid Potential Applications and Communication Requirements | IEEE Transactions on Industrial Informatics | 2013 | 920 |
| 9 | Network-Induced Constraints in Networked Control Systems—A Survey | IEEE Transactions on Industrial Informatics | 2013 | 915 |
| 10 | Enabling Localized Peer-to-Peer Electricity Trading Among Plug-in Hybrid Electric Vehicles Using Consortium Blockchains | IEEE Transactions on Industrial Informatics | 2017 | 865 |
| 11 | Highly Accurate Machine Fault Diagnosis Using Deep Transfer Learning | IEEE Transactions on Industrial Informatics | 2019 | 829 |
| 12 | Comparison of Parallel Genetic Algorithm and Particle Swarm Optimization for Real-Time UAV Path Planning | IEEE Transactions on Industrial Informatics | 2013 | 734 |
| 13 | A Survey on Demand Response in Smart Grids: Mathematical Models and Approaches | IEEE Transactions on Industrial Informatics | 2015 | 724 |
| 14 | Blockchain and Federated Learning for Privacy-Preserved Data Sharing in Industrial IoT | IEEE Transactions on Industrial Informatics | 2020 | 650 |
| 15 | A Survey on the Electrification of Transportation in a Smart Grid Environment | IEEE Transactions on Industrial Informatics | 2012 | 642 |
| 16 | Deep Residual Shrinkage Networks for Fault Diagnosis | IEEE Transactions on Industrial Informatics | 2020 | 622 |
| 17 | Survey on Recent Advances in Networked Control Systems | IEEE Transactions on Industrial Informatics | 2016 | 608 |
| 18 | An Overview and Deep Investigation on Sampled-Data-Based Event-Triggered Control and Filtering for Networked Systems | IEEE Transactions on Industrial Informatics | 2017 | 593 |
| 19 | Enterprise Systems: State-of-the-Art and Future Trends | IEEE Transactions on Industrial Informatics | 2011 | 579 |
| 20 | CCIoT-CMfg: Cloud Computing and Internet of Things-Based Cloud Manufacturing Service System | IEEE Transactions on Industrial Informatics | 2014 | 579 |
| 21 | A Health-IoT Platform Based on the Integration of Intelligent Packaging, Unobtrusive Bio-Sensor, and Intelligent Medicine Box | IEEE Transactions on Industrial Informatics | 2014 | 548 |
| 22 | Recent and Emerging Topics in Wireless Industrial Communications: A Selection | IEEE Transactions on Industrial Informatics | 2008 | 546 |
| 23 | Internet of Things for Enterprise Systems of Modern Manufacturing | IEEE Transactions on Industrial Informatics | 2014 | 529 |
| 24 | IoT-Based Intelligent Perception and Access of Manufacturing Resource Toward Cloud Manufacturing | IEEE Transactions on Industrial Informatics | 2014 | 517 |
| 25 | Machine Learning for Predictive Maintenance: A Multiple Classifier Approach | IEEE Transactions on Industrial Informatics | 2015 | 513 |
| 26 | Service-Oriented Paradigms in Industrial Automation | IEEE Transactions on Industrial Informatics | 2005 | 504 |
| 27 | From Model, Signal to Knowledge: A Data-Driven Perspective of Fault Detection and Diagnosis | IEEE Transactions on Industrial Informatics | 2013 | 502 |
| 28 | Ubiquitous Data Accessing Method in IoT-Based Information System for Emergency Medical Services | IEEE Transactions on Industrial Informatics | 2014 | 491 |
| 29 | An Efficient Non-Negative Matrix-Factorization-Based Approach to Collaborative Filtering for Recommender Systems | IEEE Transactions on Industrial Informatics | 2014 | 475 |
| 30 | Smart Electricity Meter Data Intelligence for Future Energy Systems: A Survey | IEEE Transactions on Industrial Informatics | 2016 | 459 |
| 31 | Developing Vehicular Data Cloud Services in the IoT Environment | IEEE Transactions on Industrial Informatics | 2014 | 453 |
| 32 | Detection of Malicious Code Variants Based on Deep Learning | IEEE Transactions on Industrial Informatics | 2018 | 452 |
| 33 | Compressed Sensing Signal and Data Acquisition in Wireless Sensor Networks and Internet of Things | IEEE Transactions on Industrial Informatics | 2013 | 449 |
| 34 | Wide and Deep Convolutional Neural Networks for Electricity-Theft Detection to Secure Smart Grids | IEEE Transactions on Industrial Informatics | 2018 | 449 |
| 35 | Deep Learning-Based Feature Representation and Its Application for Soft Sensor Modeling With Variable-Wise Weighted SAE | IEEE Transactions on Industrial Informatics | 2018 | 447 |
| 36 | FPGAs in Industrial Control Applications | IEEE Transactions on Industrial Informatics | 2011 | 430 |
| 37 | An Overview of Recent Advances in Fixed-Time Cooperative Control of Multiagent Systems | IEEE Transactions on Industrial Informatics | 2018 | 428 |
| 38 | Deploying Fog Computing in Industrial Internet of Things and Industry 4.0 | IEEE Transactions on Industrial Informatics | 2018 | 426 |
| 39 | An Energy-Balanced Routing Method Based on Forward-Aware Factor for Wireless Sensor Networks | IEEE Transactions on Industrial Informatics | 2014 | 425 |
| 40 | Privacy-Preserving Energy Trading Using Consortium Blockchain in Smart Grid | IEEE Transactions on Industrial Informatics | 2019 | 424 |
| 41 | An Integrated System for Regional Environmental Monitoring and Management Based on Internet of Things | IEEE Transactions on Industrial Informatics | 2014 | 413 |
| 42 | Significant Permission Identification for Machine-Learning-Based Android Malware Detection | IEEE Transactions on Industrial Informatics | 2018 | 413 |
| 43 | A High Efficiency 5 kW Inductive Charger for EVs Using Dual Side Control | IEEE Transactions on Industrial Informatics | 2012 | 410 |
| 44 | False Data Injection on State Estimation in Power Systems—Attacks, Impacts, and Defense: A Survey | IEEE Transactions on Industrial Informatics | 2017 | 403 |
| 45 | Towards Secure Industrial IoT: Blockchain System With Credit-Based Consensus Mechanism | IEEE Transactions on Industrial Informatics | 2019 | 394 |
| 46 | Design and Implementation of Terminal Sliding Mode Control Method for PMSM Speed Regulation System | IEEE Transactions on Industrial Informatics | 2013 | 379 |
| 47 | Decision Tree and SVM-Based Data Analytics for Theft Detection in Smart Grid | IEEE Transactions on Industrial Informatics | 2016 | 365 |
| 48 | A Survey on Model-Based Distributed Control and Filtering for Industrial Cyber-Physical Systems | IEEE Transactions on Industrial Informatics | 2019 | 360 |
| 49 | Object Classification Using CNN-Based Fusion of Vision and LIDAR in Autonomous Vehicle Environment | IEEE Transactions on Industrial Informatics | 2018 | 359 |
| 50 | Deep Learning for Smart Industry: Efficient Manufacture Inspection System With Fog Computing | IEEE Transactions on Industrial Informatics | 2018 | 343 |
