OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Industrial Informatics is 107. 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 2022-05-01 to 2026-05-01.)

Article	Citations
IEEE Industrial Electronics Society Information	718
Connect. Support. Inspire.	410
Table of Contents	410
IEEE Industrial Electronics Society Information	303
IEEE Industrial Electronics Society	298
IEEE Industrial Electronics Society Information	280
Generating Adversarial Examples With Shadow Model	278
Model-Free Approximated Optimal Trajectory Tracking Control of Photoelectric Tracking System: A Digital Twin Approach	274
Mechanism-Assisted Deep State Space Model for Dynamic System Identification	268
Low-Rank Undetectable Attacks Against Multiagent Systems: A Data-Driven Approach	266
Robust Degradation State Identification in the Presence of Parameter Uncertainty and Outliers	254
Probabilistic Fusion Model for Industrial Soft Sensing Based on Quality-Relevant Feature Clustering	253
DFF-SC4N: A Deep Federated Defence Framework for Protecting Supply Chain 4.0 Networks	244
Persistent Space-Level Path Segment Finding for Multiple Nonholonomic Agents	244
Target Category Agnostic Knowledge Distillation With Frequency-Domain Supervision	241
Guest Editorial: Biometrics in Industry 4.0: Open Challenges and Future Perspectives	235
Guest Editorial: Augmented Intelligence of Things for Smart Enterprise Systems	233
IEEE Transactions on Industrial Informatics Information for Authors	227
Feature Representation-Based Cross-Modality Shared-Specific Network and Its Application in Multimode Process Soft Sensing	221
Safe Cooperative Pursuit for Multi-UAV Systems Based on Control Barrier Functions and Neurodynamic Optimization	208
Learn to Represent and Suppress Smears With Imaging Mechanism Guided Neural Network	208
Performance Analysis of Fault-Tolerant Multiagent Coordination Mechanisms	205
Centralized Multifunctional Control of Integrated Electricity–Gas Network in District Energy System Considering Resilience	205
Efficient and Privacy-Preserving Cloud-Assisted Two-Party Computation Scheme in Heterogeneous Networks	203
Sparse Hierarchical Parallel Residual Networks Ensemble for Infrared Image Stream-Based Remaining Useful Life Prediction	195

Learning Deep Multimanifold Structure Feature Representation for Quality Prediction With an Industrial Application	192
A Fast Kalman Equalizer for Single-Carrier Underwater Acoustic Communication	192
A Task-Driven Scene-Aware LiDAR Point Cloud Coding Framework for Autonomous Vehicles	187
Dynamic Graph Variational Sparse Coding for Power Distribution Network Fault Location and Classification	183
A Security-Enhanced Authentication and Key Agreement Protocol in Smart Grid	180
Learning-Based Video Compression Framework With Implicit Spatial Transform for Applications in the Internet of Things	179
IEEE Transactions on Industrial Informatics Information for Authors	175
Dynamics of the Electric-Driven Gas Compressor Station Under Electric and Gas Network Disturbances	174
Lexicographically Projected Policy Gradient Reinforcement Learning for Prioritized Multiobjective Process Control Problems	174
Velocity Space Representation Learning for GPR Keypoint Detection and Matching	169
Deep Wavelet Neural Process: Modeling Stochastic Variation of Non-Euclidean Functional Data for Manufacturing Quality Inference	167
Interactive Real-Time Monitoring and Information Traceability for Complex Aircraft Assembly Field Based on Digital Twin	166
Interpretable Interval Prediction-Based Outlier-Adaptive Day-Ahead Electricity Price Forecasting Involving Cross-Market Features	165
Energy-Efficient Collaborative Multi-Access Edge Computing via Deep Reinforcement Learning	165
A Tensor-based t-SVD-LSTM Remaining Useful Life Prediction Model for Industrial Intelligence	163
STREAM-E: A Streamlined Resource Allocation in Multichannel MAC for DSME With Energy-Aware Extension for Constrained-IIoT	163
FPGA-Based Compact Differential Evolution for General-Purpose Optimization in Resource-Constrained Devices	162
On Vulnerability of Renewable Energy Forecasting: Adversarial Learning Attacks	162
A Multimodality Scene Graph Generation Approach for Robust Human–Robot Collaborative Assembly Visual Relationship Representation	157
Jointly Low-Rank Tensor Completion for Estimating Missing Spatiotemporal Values in Logistics Systems	156
Time-Varying Online Transfer Learning for Intelligent Bearing Fault Diagnosis With Incomplete Unlabeled Target Data	155
Microcrack Defect Quantification Using a Focusing High-Order SH Guided Wave EMAT: The Physics-Informed Deep Neural Network GuwNet	155
Dynamically Maximizing Power Production of Wind Farm Through Accelerated Distributed Control	152
A Novel Spline Algorithm Applied to COVID-19 Computed Tomography Image Reconstruction	151
HOPCTP: A Robust Channel Categorization Data Preservation Scheme for Industrial Healthcare Internet of Things	149
Client Selection in Federated Learning for Industry 5.0: A Heuristic-Guided Pointer Network Reinforcement Learning Approach	148
Using IoT-Type Metadata and Smart Web Design to Create User Interfaces Automatically	148
Fully Distributed Adaptive Resource Allocation With Anytime Feasibility	148
Improving the Efficiency of the EMS-Based Smart City: A Novel Distributed Framework for Spatial Data	144
Hierarchical Co-Consistency Quantization and Information Refining Binary Network for Facial Expression Recognition in Human–Robot Interaction	144
Intermittent Sensor Fault Detection for a Class of Nonlinear Systems via Predefined-Time Observer	143
Reinforcement Learning-Based Multiobjective Control of Grid-Connected Wind Farms	143
Spatio-Temporal Attention Adversarial Autoencoders for Enhanced Anomaly Detection in High-Pressure Grinding Rolls	143
Mixture of Experts of Neural Networks and Kalman Filters for Optical Belt Sorting	142
Adaptive Consensus Control of Multiagent Systems With an Unstable High-Dimensional Leader and Switching Topologies	142
Parameter Identification of Power Distribution System Based on Dynamic Graph Topology	141
A Human-Machine Reinforcement Learning Method for Cooperative Energy Management	141
Drowsiness Detection in the Era of Industry 4.0: Are We Ready?	138
A Zero-Shot Fault Diagnosis Framework for Chillers Based on Sentence-Level Text Attributes	137
Aeolus: Distributed Execution of Permissioned Blockchain Transactions via State Sharding	137
Smart Predict-Then-Optimize-Based Unit Commitment for Integrated Energy Systems	136
Multimodal Fusion With Block Term Decomposition for Asynchronous Federated Learning	134
Taming Edge Computing for Hard Real-Time Advanced Control of Mechatronic Systems	134
Angle Reference Based Three-Phase State Estimation of Power Distribution Systems	134
Event-Based Image Deblurring via Cross-Modal Interaction Fusion	131
DyLPR: Dynamic Occlusion Inpainting-Enhanced LiDAR Place Recognition for Dynamic Traffic Environments	131
VM-ORAM: A Novel High-Performance ORAM Architecture for Efficient Data Integrity Verification in Industrial Cloud	131
Evaluation of Drift Detection Algorithms in the Condition Monitoring Domain	131
IEEE Industrial Electronics Society Information	129
Complexity-Based Structural Optimization of Deep Belief Network and Application in Wastewater Treatment Process	129

Separated Graph Neural Networks for Recommendation Systems	128
Graph-Frequency Domain Kalman Filtering for Industrial Pipe Networks Subject to Measurement Outliers	128
Application Research of Short-Time Fourier Transform in Music Generation Based on the Parallel WaveGan System	127
Trust-AoI-Aware Codesign of Scheduling and Control for Edge-Enabled IIoT Systems	127
IEEE 802.1AS Clock Synchronization Performance Evaluation of an Integrated Wired–Wireless TSN Architecture	126
Estimation-Based Online Adaptive Management of Distribution Feeder Congestion Using Electrolysis Hydrogen Refueling Stations	125
Multi-UAV Interception Decision-Making via Meta Reinforcement Learning	123
Improved Dexel Representation: A 3-D CNN Geometry Descriptor for Manufacturing CAD	123
Assessment of 5G Ultra-Reliable Low-Latency Communication for Wide-Area Protection in a Power Distribution System	122
Hierarchical Distributed Consensus-Based Energy Management in Networked Microgrids	122
A Data-Driven Modeling Method of Virtual Synchronous Generator Based on LSTM Neural Network	120
Simultaneous Wireless Power and Data Transfer System With Full-Duplex MIMO Communication Channels for Underwater Applications	120
Trustworthy Access Control for Multiaccess Edge Computing in Blockchain-Assisted 6G Systems	120
One-Shot Learning-Based Animal Video Segmentation	120
Multispatial-Scale Optimal Control With Multisource Information for Nitrification in Wastewater Treatment Process	120
Data-Driven Orthogonal Repetitive-Motion Posture Control of OMRM Under Unknown Models: A Neural Dynamics Approach	118
An Attribute Description Transfer Based Model for Zero-Shot Intelligent Diagnosis of High-Voltage Circuit Breakers	117
Optimal Distributed Energy Management for Local Energy Community: A Decision Regret Oriented Smart Predict and Optimize Approach	117
Cross-Layer Device Authentication With Quantum Encryption for 5G Enabled IIoT in Industry 4.0	116
Separable Convolutional Network-Based Fault Diagnosis for High-Speed Train: A Gossip Strategy-Based Optimization Approach	116
Actor-Critic Framework-Based on Optimal Tracking Strategy for Snake Robots with Reinforcement Learning Method	116
Short-Term Forecasting Based on Graph Convolution Networks and Multiresolution Convolution Neural Networks for Wind Power	116
Active Magnetic Bearing PID Tuning With Model-Free Time-Domain Analysis Based Heuristic Algorithm	115
Hybrid TOA-AOA Cooperative Localization for Multiple AUVs in the Absence of Anchors	115
Physics-Data-Driven Economic Model Predictive Control for Wave Energy Converters	115
Short-Term Probabilistic Load Forecasting Using Quantile Regression Neural Network With Accumulated Hidden Layer Connection Structure	114
Fully Decentralized Approximate Dynamic Programming for Stochastic Energy Management of a Networked Microgrid System	113
A Cybertwin Based Multimodal Network for ECG Patterns Monitoring Using Deep Learning	112
Joint Protection of Energy Security and Information Privacy for Energy Harvesting: An Incentive Federated Learning Approach	111
Improving the High-Quality Product Consistency in a Digital Manufacturing Environment	109
ReShape: A Universal Data Processing Approach for Clustering Inhomogeneous and Weakly Separated Manifold Data	108
THz-Super-Resolution Generative Adversarial Network: Deep-Learning-Based Super-Resolution Imaging Using Terahertz Time-Domain Spectroscopy	108
Online Battery Protective Energy Management for Energy-Transportation Nexus	107
A Novel Autonomous Adaptive Frame Size for Time-Slotted LoRa MAC Protocol	107
Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks	107