OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Industrial Informatics is 111. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-01-01 to 2026-01-01.)

Article	Citations
IEEE Industrial Electronics Society Information	632
Table of Contents	327
Connect. Support. Inspire.	326
IEEE Industrial Electronics Society Information	275
Mechanism-Assisted Deep State Space Model for Dynamic System Identification	269
IEEE Industrial Electronics Society Information	267
IEEE Industrial Electronics Society	267
ReShape: A Universal Data Processing Approach for Clustering Inhomogeneous and Weakly Separated Manifold Data	257
A Fast Kalman Equalizer for Single-Carrier Underwater Acoustic Communication	254
FlexTAS: Flexible Gating Control for Enhanced Time-Sensitive Networking Deployment	253
Online Detection of Model-Plant Mismatch in Closed-Loop Systems With Gaussian Processes	247
Complexity-Based Structural Optimization of Deep Belief Network and Application in Wastewater Treatment Process	240
MAGLeak: A Learning-Based Side-Channel Attack for Password Recognition With Multiple Sensors in IIoT Environment	234
Guest Editorial: Biometrics in Industry 4.0: Open Challenges and Future Perspectives	234
Physics-Data-Driven Economic Model Predictive Control for Wave Energy Converters	231
Guest Editorial: Augmented Intelligence of Things for Smart Enterprise Systems	230
Trustworthy Access Control for Multiaccess Edge Computing in Blockchain-Assisted 6G Systems	228
SKAP-NS: A Symmetric Key-Based Authentication Protocol for 5G Network Slicing	227
Sparse Hierarchical Parallel Residual Networks Ensemble for Infrared Image Stream-Based Remaining Useful Life Prediction	223
IEEE Transactions on Industrial Informatics Information for Authors	219
Fully Decentralized Approximate Dynamic Programming for Stochastic Energy Management of a Networked Microgrid System	213
Generating Adversarial Examples With Shadow Model	213
Model-Free Approximated Optimal Trajectory Tracking Control of Photoelectric Tracking System: A Digital Twin Approach	211
Factor Graph Optimization for Flexibly Modeled INS/GPS Navigation in Graphical State-Space	210
Improving the Efficiency of the EMS-Based Smart City: A Novel Distributed Framework for Spatial Data	202

Learning-Based Video Compression Framework With Implicit Spatial Transform for Applications in the Internet of Things	198
Assessment of 5G Ultra-Reliable Low-Latency Communication for Wide-Area Protection in a Power Distribution System	197
Mixture of Experts of Neural Networks and Kalman Filters for Optical Belt Sorting	195
Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks	192
Spatio-Temporal Attention Adversarial Autoencoders for Enhanced Anomaly Detection in High-Pressure Grinding Rolls	187
Performance Analysis of Fault-Tolerant Multiagent Coordination Mechanisms	186
Dynamic Graph Variational Sparse Coding for Power Distribution Network Fault Location and Classification	185
Improving the High-Quality Product Consistency in a Digital Manufacturing Environment	182
Programmable Logic Controllers Past Linear Temporal Logic for Monitoring Applications in Industrial Control Systems	182
Online Battery Protective Energy Management for Energy-Transportation Nexus	180
Efficient and Privacy-Preserving Cloud-Assisted Two-Party Computation Scheme in Heterogeneous Networks	177
Robust Degradation State Identification in the Presence of Parameter Uncertainty and Outliers	177
Drowsiness Detection in the Era of Industry 4.0: Are We Ready?	175
Jointly Low-Rank Tensor Completion for Estimating Missing Spatiotemporal Values in Logistics Systems	174
Learn to Represent and Suppress Smears With Imaging Mechanism Guided Neural Network	173
Safe Cooperative Pursuit for Multi-UAV Systems Based on Control Barrier Functions and Neurodynamic Optimization	171
Client Selection in Federated Learning for Industry 5.0: A Heuristic-Guided Pointer Network Reinforcement Learning Approach	168
Taming Edge Computing for Hard Real-Time Advanced Control of Mechatronic Systems	166
VM-ORAM: A Novel High-Performance ORAM Architecture for Efficient Data Integrity Verification in Industrial Cloud	164
FPGA-Based Compact Differential Evolution for General-Purpose Optimization in Resource-Constrained Devices	163
A Zero-Shot Fault Diagnosis Framework for Chillers Based on Sentence-Level Text Attributes	163
EWS: Exponential Windowing Scheme to Improve LoRa Scalability	162
STREAM-E: A Streamlined Resource Allocation in Multichannel MAC for DSME With Energy-Aware Extension for Constrained-IIoT	162
Angle Reference Based Three-Phase State Estimation of Power Distribution Systems	160
A Physics-Informed Multiview Collaborative Semisupervised Framework for Battery Lifespan Early Prediction	158
Optimal Distributed Energy Management for Local Energy Community: A Decision Regret Oriented Smart Predict and Optimize Approach	157
Multispatial-Scale Optimal Control With Multisource Information for Nitrification in Wastewater Treatment Process	156
Event-Based Image Deblurring via Cross-Modal Interaction Fusion	154
DFF-SC4N: A Deep Federated Defence Framework for Protecting Supply Chain 4.0 Networks	152
Hierarchical Distributed Consensus-Based Energy Management in Networked Microgrids	151
Centralized Multifunctional Control of Integrated Electricity–Gas Network in District Energy System Considering Resilience	150
Separated Graph Neural Networks for Recommendation Systems	149
Deep Wavelet Neural Process: Modeling Stochastic Variation of Non-Euclidean Functional Data for Manufacturing Quality Inference	146
Adaptive Consensus Control of Multiagent Systems With an Unstable High-Dimensional Leader and Switching Topologies	145
Evolutionary Sensor Placement for Spatiotemporal Modeling of Battery Thermal Process	145
Locally Aware Visual State Space for Small Defect Segmentation in Complex Component Images	142
A Multimodality Scene Graph Generation Approach for Robust Human–Robot Collaborative Assembly Visual Relationship Representation	141
Feature Representation-Based Cross-Modality Shared-Specific Network and Its Application in Multimode Process Soft Sensing	141
Probabilistic Fusion Model for Industrial Soft Sensing Based on Quality-Relevant Feature Clustering	141
Interactive Real-Time Monitoring and Information Traceability for Complex Aircraft Assembly Field Based on Digital Twin	141
Target Category Agnostic Knowledge Distillation With Frequency-Domain Supervision	140
Reinforcement Learning-Based Multiobjective Control of Grid-Connected Wind Farms	138
Graph-Frequency Domain Kalman Filtering for Industrial Pipe Networks Subject to Measurement Outliers	138
Balancing Accuracy and Efficiency With a Multiscale Uncertainty-Aware Knowledge-Based Network for Transmission Line Inspection	137
Performance Analysis of Postquantum Cryptographic Schemes for Securing Large-Scale Wireless Sensor Networks	136
IEEE 802.1AS Clock Synchronization Performance Evaluation of an Integrated Wired–Wireless TSN Architecture	135
Cross-Layer Device Authentication With Quantum Encryption for 5G Enabled IIoT in Industry 4.0	134
CoUDA: Continual Unsupervised Domain Adaptation for Industrial Fault Diagnosis Under Dynamic Working Conditions	132
Estimation-Based Online Adaptive Management of Distribution Feeder Congestion Using Electrolysis Hydrogen Refueling Stations	132
THz-Super-Resolution Generative Adversarial Network: Deep-Learning-Based Super-Resolution Imaging Using Terahertz Time-Domain Spectroscopy	132

Dynamically Maximizing Power Production of Wind Farm Through Accelerated Distributed Control	131
Joint Protection of Energy Security and Information Privacy for Energy Harvesting: An Incentive Federated Learning Approach	131
Learning Deep Multimanifold Structure Feature Representation for Quality Prediction With an Industrial Application	130
A Novel Spline Algorithm Applied to COVID-19 Computed Tomography Image Reconstruction	130
Charging/Refueling Navigation Strategies for Plug-in Hybrid Hydrogen and Electric Vehicles With Irrationalities and Energy Substitution	130
Improved Dexel Representation: A 3-D CNN Geometry Descriptor for Manufacturing CAD	129
Adaptive Fuzzy Predefined-Time Control for Third-Order Heterogeneous Vehicular Platoon Systems With Dead Zone	128
One-Shot Learning-Based Animal Video Segmentation	127
Integrating Post-Quantum Cryptography and Blockchain to Secure Low-Cost IoT Devices	126
Interpretable Interval Prediction-Based Outlier-Adaptive Day-Ahead Electricity Price Forecasting Involving Cross-Market Features	126
A Security-Enhanced Authentication and Key Agreement Protocol in Smart Grid	125
Energy-Efficient Collaborative Multi-Access Edge Computing via Deep Reinforcement Learning	125
Trust-AoI-Aware Codesign of Scheduling and Control for Edge-Enabled IIoT Systems	124
A Data-Driven Modeling Method of Virtual Synchronous Generator Based on LSTM Neural Network	124
Lexicographically Projected Policy Gradient Reinforcement Learning for Prioritized Multiobjective Process Control Problems	123
Multimodal Fusion With Block Term Decomposition for Asynchronous Federated Learning	122
Modeling and Mitigation of Resonance Current for Modified LCL-Type Parallel Inverters With Inverter-Side Current Control	121
HOPCTP: A Robust Channel Categorization Data Preservation Scheme for Industrial Healthcare Internet of Things	120
DNNOff: Offloading DNN-Based Intelligent IoT Applications in Mobile Edge Computing	119
A Human-Machine Reinforcement Learning Method for Cooperative Energy Management	118
Distributed Time-Varying Group Formation Tracking for Multiagent Systems With Switching Interaction Topologies via Adaptive Control Protocols	118
Fully Distributed Scaled Consensus Tracking of High-Order Multiagent Systems With Time Delays and Disturbances	117
Fully Distributed Adaptive Resource Allocation With Anytime Feasibility	117
Multi-UAV Interception Decision-Making via Meta Reinforcement Learning	116
Hierarchical Co-Consistency Quantization and Information Refining Binary Network for Facial Expression Recognition in Human–Robot Interaction	116
Separable Convolutional Network-Based Fault Diagnosis for High-Speed Train: A Gossip Strategy-Based Optimization Approach	115
Transformer-Based Imitative Reinforcement Learning for Multirobot Path Planning	113
Evaluation of Drift Detection Algorithms in the Condition Monitoring Domain	113
A Novel Multidomain Contrastive-Coding-Based Open-Set Domain Generalization Framework for Machinery Fault Diagnosis	113
A Tensor-based t-SVD-LSTM Remaining Useful Life Prediction Model for Industrial Intelligence	112
A Task-Driven Scene-Aware LiDAR Point Cloud Coding Framework for Autonomous Vehicles	112
Gradient-Based Online Regular Virtual Tube Generation for UAV Swarms in Dynamic Fire Scenarios	112
Data-Driven Prognostic Scheme for Bearings Based on a Novel Health Indicator and Gated Recurrent Unit Network	111
Low-Rank Undetectable Attacks Against Multiagent Systems: A Data-Driven Approach	111
Using IoT-Type Metadata and Smart Web Design to Create User Interfaces Automatically	111
Persistent Space-Level Path Segment Finding for Multiple Nonholonomic Agents	111