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 2021-11-01 to 2025-11-01.)

Article	Citations
IEEE Industrial Electronics Society Information	599
Table of Contents	295
Connect. Support. Inspire.	290
IEEE Industrial Electronics Society Information	288
Efficient and Privacy-Preserving Cloud-Assisted Two-Party Computation Scheme in Heterogeneous Networks	262
Mechanism-Assisted Deep State Space Model for Dynamic System Identification	257
Factor Graph Optimization for Flexibly Modeled INS/GPS Navigation in Graphical State-Space	256
Target Category Agnostic Knowledge Distillation With Frequency-Domain Supervision	252
IEEE Industrial Electronics Society	251
IEEE Industrial Electronics Society Information	245
ReShape: A Universal Data Processing Approach for Clustering Inhomogeneous and Weakly Separated Manifold Data	244
A Fast Kalman Equalizer for Single-Carrier Underwater Acoustic Communication	241
Low-Rank Undetectable Attacks Against Multiagent Systems: A Data-Driven Approach	235
FlexTAS: Flexible Gating Control for Enhanced Time-Sensitive Networking Deployment	234
Robust Degradation State Identification in the Presence of Parameter Uncertainty and Outliers	231
A Novel Spline Algorithm Applied to COVID-19 Computed Tomography Image Reconstruction	228
A Physics-Informed Multiview Collaborative Semisupervised Framework for Battery Lifespan Early Prediction	223
Optimal Distributed Energy Management for Local Energy Community: A Decision Regret Oriented Smart Predict and Optimize Approach	219
Safe Cooperative Pursuit for Multi-UAV Systems Based on Control Barrier Functions and Neurodynamic Optimization	218
Drowsiness Detection in the Era of Industry 4.0: Are We Ready?	215
Active Magnetic Bearing PID Tuning With Model-Free Time-Domain Analysis Based Heuristic Algorithm	213
Trustworthy Access Control for Multiaccess Edge Computing in Blockchain-Assisted 6G Systems	213
Guest Editorial: Augmented Intelligence of Things for Smart Enterprise Systems	212
Joint Task Offloading and Channel Allocation in Spatial-Temporal Dynamic for MEC Networks	211
SKAP-NS: A Symmetric Key-Based Authentication Protocol for 5G Network Slicing	202

DFF-SC4N: A Deep Federated Defence Framework for Protecting Supply Chain 4.0 Networks	201
Physics-Data-Driven Economic Model Predictive Control for Wave Energy Converters	200
Interactive Real-Time Monitoring and Information Traceability for Complex Aircraft Assembly Field Based on Digital Twin	199
Separated Graph Neural Networks for Recommendation Systems	193
THz-Super-Resolution Generative Adversarial Network: Deep-Learning-Based Super-Resolution Imaging Using Terahertz Time-Domain Spectroscopy	191
Sparse Hierarchical Parallel Residual Networks Ensemble for Infrared Image Stream-Based Remaining Useful Life Prediction	189
IEEE Transactions on Industrial Informatics Information for Authors	189
Aeolus: Distributed Execution of Permissioned Blockchain Transactions via State Sharding	189
A Zero-Shot Fault Diagnosis Framework for Chillers Based on Sentence-Level Text Attributes	181
Separable Convolutional Network-Based Fault Diagnosis for High-Speed Train: A Gossip Strategy-Based Optimization Approach	180
A Cybertwin Based Multimodal Network for ECG Patterns Monitoring Using Deep Learning	177
On Vulnerability of Renewable Energy Forecasting: Adversarial Learning Attacks	177
Angle Reference Based Three-Phase State Estimation of Power Distribution Systems	175
HOPCTP: A Robust Channel Categorization Data Preservation Scheme for Industrial Healthcare Internet of Things	174
Deep Wavelet Neural Process: Modeling Stochastic Variation of Non-Euclidean Functional Data for Manufacturing Quality Inference	174
Learning Deep Multimanifold Structure Feature Representation for Quality Prediction With an Industrial Application	173
Adaptive Fuzzy Predefined-Time Control for Third-Order Heterogeneous Vehicular Platoon Systems With Dead Zone	171
IEEE 802.1AS Clock Synchronization Performance Evaluation of an Integrated Wired–Wireless TSN Architecture	171
Jointly Low-Rank Tensor Completion for Estimating Missing Spatiotemporal Values in Logistics Systems	169
Graph-Frequency Domain Kalman Filtering for Industrial Pipe Networks Subject to Measurement Outliers	165
Fully Distributed Adaptive Resource Allocation With Anytime Feasibility	163
STREAM-E: A Streamlined Resource Allocation in Multichannel MAC for DSME With Energy-Aware Extension for Constrained-IIoT	163
Integrating Post-Quantum Cryptography and Blockchain to Secure Low-Cost IoT Devices	162
EWS: Exponential Windowing Scheme to Improve LoRa Scalability	162
Performance Analysis of Postquantum Cryptographic Schemes for Securing Large-Scale Wireless Sensor Networks	161
A Model for Verification and Validation of Law Compliance of Smart Contracts in IoT Environment	159
Reinforcement Learning-Based Multiobjective Control of Grid-Connected Wind Farms	158
FPGA-Based Compact Differential Evolution for General-Purpose Optimization in Resource-Constrained Devices	154
Multispatial-Scale Optimal Control With Multisource Information for Nitrification in Wastewater Treatment Process	154
Taming Edge Computing for Hard Real-Time Advanced Control of Mechatronic Systems	154
Fully Decentralized Approximate Dynamic Programming for Stochastic Energy Management of a Networked Microgrid System	153
Learn to Represent and Suppress Smears With Imaging Mechanism Guided Neural Network	153
A Data-Driven Modeling Method of Virtual Synchronous Generator Based on LSTM Neural Network	153
Generating Adversarial Examples With Shadow Model	152
Client Selection in Federated Learning for Industry 5.0: A Heuristic-Guided Pointer Network Reinforcement Learning Approach	149
Model-Free Approximated Optimal Trajectory Tracking Control of Photoelectric Tracking System: A Digital Twin Approach	147
An Attribute Description Transfer Based Model for Zero-Shot Intelligent Diagnosis of High-Voltage Circuit Breakers	145
Modeling and Mitigation of Resonance Current for Modified LCL-Type Parallel Inverters With Inverter-Side Current Control	144
Using IoT-Type Metadata and Smart Web Design to Create User Interfaces Automatically	142
Spatio-Temporal Attention Adversarial Autoencoders for Enhanced Anomaly Detection in High-Pressure Grinding Rolls	142
Mixture of Experts of Neural Networks and Kalman Filters for Optical Belt Sorting	141
Performance Analysis of Fault-Tolerant Multiagent Coordination Mechanisms	140
Dynamically Maximizing Power Production of Wind Farm Through Accelerated Distributed Control	139
Dynamic Graph Variational Sparse Coding for Power Distribution Network Fault Location and Classification	138
Improving the Efficiency of the EMS-Based Smart City: A Novel Distributed Framework for Spatial Data	137
Estimation-Based Online Adaptive Management of Distribution Feeder Congestion Using Electrolysis Hydrogen Refueling Stations	137
Locally Aware Visual State Space for Small Defect Segmentation in Complex Component Images	137
Improving the High-Quality Product Consistency in a Digital Manufacturing Environment	135
Programmable Logic Controllers Past Linear Temporal Logic for Monitoring Applications in Industrial Control Systems	134
A Multimodality Scene Graph Generation Approach for Robust Human–Robot Collaborative Assembly Visual Relationship Representation	134

Learning-Based Video Compression Framework With Implicit Spatial Transform for Applications in the Internet of Things	132
Hybrid Learning Driven by Dynamic Descriptors for Video Classification of Reflective Surfaces	132
Application Research of Short-Time Fourier Transform in Music Generation Based on the Parallel WaveGan System	132
Persistent Space-Level Path Segment Finding for Multiple Nonholonomic Agents	132
Centralized Multifunctional Control of Integrated Electricity–Gas Network in District Energy System Considering Resilience	132
Online Battery Protective Energy Management for Energy-Transportation Nexus	130
Parameter Identification of Power Distribution System Based on Dynamic Graph Topology	128
Charging/Refueling Navigation Strategies for Plug-in Hybrid Hydrogen and Electric Vehicles With Irrationalities and Energy Substitution	127
A Regularized Cross-Layer Ladder Network for Intrusion Detection in Industrial Internet of Things	125
Hybrid TOA-AOA Cooperative Localization for Multiple AUVs in the Absence of Anchors	125
A Novel Multidomain Contrastive-Coding-Based Open-Set Domain Generalization Framework for Machinery Fault Diagnosis	124
Causal Disentangled Graph Neural Network for Fault Diagnosis of Complex Industrial Process	124
Fully Distributed Scaled Consensus Tracking of High-Order Multiagent Systems With Time Delays and Disturbances	123
Bayesian Convolutional Neural Networks for Remaining Useful Life Prognostics of Solenoid Valves With Uncertainty Estimations	123
When Information Freshness Meets Service Latency in Federated Learning: A Task-Aware Incentive Scheme for Smart Industries	123
Cross-Layer Device Authentication With Quantum Encryption for 5G Enabled IIoT in Industry 4.0	123
Joint Protection of Energy Security and Information Privacy for Energy Harvesting: An Incentive Federated Learning Approach	123
A Tensor-based t-SVD-LSTM Remaining Useful Life Prediction Model for Industrial Intelligence	123
A Dual-Branch Spatio-Temporal-Spectral Transformer Feature Fusion Network for EEG-Based Visual Recognition	121
Complexity-Based Structural Optimization of Deep Belief Network and Application in Wastewater Treatment Process	120
Feature Representation-Based Cross-Modality Shared-Specific Network and Its Application in Multimode Process Soft Sensing	120
Adaptive Consensus Control of Multiagent Systems With an Unstable High-Dimensional Leader and Switching Topologies	120
Gradient-Based Online Regular Virtual Tube Generation for UAV Swarms in Dynamic Fire Scenarios	119
Short-Term Probabilistic Load Forecasting Using Quantile Regression Neural Network With Accumulated Hidden Layer Connection Structure	119
Multimodal Fusion With Block Term Decomposition for Asynchronous Federated Learning	118
Probabilistic Fusion Model for Industrial Soft Sensing Based on Quality-Relevant Feature Clustering	118
Online Detection of Model-Plant Mismatch in Closed-Loop Systems With Gaussian Processes	118
Distributed Time-Varying Group Formation Tracking for Multiagent Systems With Switching Interaction Topologies via Adaptive Control Protocols	118
Intermittent Sensor Fault Detection for a Class of Nonlinear Systems via Predefined-Time Observer	117
Evaluation of Drift Detection Algorithms in the Condition Monitoring Domain	117
Evolutionary Sensor Placement for Spatiotemporal Modeling of Battery Thermal Process	116
Trust-AoI-Aware Codesign of Scheduling and Control for Edge-Enabled IIoT Systems	115
Attention-Inception and Long- Short-Term Memory-Based Electroencephalography Classification for Motor Imagery Tasks in Rehabilitation	115
Hierarchical Co-Consistency Quantization and Information Refining Binary Network for Facial Expression Recognition in Human–Robot Interaction	114
A Security-Enhanced Authentication and Key Agreement Protocol in Smart Grid	114
Simultaneous Wireless Power and Data Transfer System With Full-Duplex MIMO Communication Channels for Underwater Applications	112
MAGLeak: A Learning-Based Side-Channel Attack for Password Recognition With Multiple Sensors in IIoT Environment	111
An Optimal Direct Torque Control Strategy for Surface-Mounted Permanent Magnet Synchronous Motor Drives	111