OOIR: Observatory of International Research

Papers

(The H4-Index of IEEE Transactions on Industrial Informatics is 109. 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 2021-05-01 to 2025-05-01.)

Article	Citations
Efficient and Privacy-Preserving Cloud-Assisted Two-Party Computation Scheme in Heterogeneous Networks	499
Generating Adversarial Examples With Shadow Model	465
Running Industrial Workflow Applications in a Software-Defined Multicloud Environment Using Green Energy Aware Scheduling Algorithm	462
Data-Driven Incipient Fault Detection via Canonical Variate Dissimilarity and Mixed Kernel Principal Component Analysis	409
An Optimal Direct Torque Control Strategy for Surface-Mounted Permanent Magnet Synchronous Motor Drives	403
HOPCTP: A Robust Channel Categorization Data Preservation Scheme for Industrial Healthcare Internet of Things	354
Hybrid Learning Driven by Dynamic Descriptors for Video Classification of Reflective Surfaces	353
ReShape: A Universal Data Processing Approach for Clustering Inhomogeneous and Weakly Separated Manifold Data	299
Online Battery Protective Energy Management for Energy-Transportation Nexus	267
EWS: Exponential Windowing Scheme to Improve LoRa Scalability	262
An Attribute Description Transfer Based Model for Zero-Shot Intelligent Diagnosis of High-Voltage Circuit Breakers	256
Short-Term Probabilistic Load Forecasting Using Quantile Regression Neural Network With Accumulated Hidden Layer Connection Structure	239
Target Category Agnostic Knowledge Distillation With Frequency-Domain Supervision	224
Estimation-Based Online Adaptive Management of Distribution Feeder Congestion Using Electrolysis Hydrogen Refueling Stations	219
FPGA-Based Compact Differential Evolution for General-Purpose Optimization in Resource-Constrained Devices	219
Trust-AoI-Aware Codesign of Scheduling and Control for Edge-Enabled IIoT Systems	218
Robust Degradation State Identification in the Presence of Parameter Uncertainty and Outliers	218
A Fast Kalman Equalizer for Single-Carrier Underwater Acoustic Communication	217
SKAP-NS: A Symmetric Key-Based Authentication Protocol for 5G Network Slicing	216
A Flexible Risk-Averse Strategy Considering Uncertainties of Demand and Multiple Wind Farms in Electrical Grids	215
Mechanism-Assisted Deep State Space Model for Dynamic System Identification	211
Multimodal Fusion With Block Term Decomposition for Asynchronous Federated Learning	210
Jointly Low-Rank Tensor Completion for Estimating Missing Spatiotemporal Values in Logistics Systems	210
Guest Editorial: Biometrics in Industry 4.0: Open Challenges and Future Perspectives	209
Separable Convolutional Network-Based Fault Diagnosis for High-Speed Train: A Gossip Strategy-Based Optimization Approach	209

Improving the High-Quality Product Consistency in a Digital Manufacturing Environment	207
Guest Editorial: Augmented Intelligence of Things for Smart Enterprise Systems	200
Parameter Identification of Power Distribution System Based on Dynamic Graph Topology	199
Programmable Logic Controllers Past Linear Temporal Logic for Monitoring Applications in Industrial Control Systems	199
Deep Wavelet Neural Process: Modeling Stochastic Variation of Non-Euclidean Functional Data for Manufacturing Quality Inference	197
Factor Graph Optimization for Flexibly Modeled INS/GPS Navigation in Graphical State-Space	196
Common-Mode (CM) Current Sensor Node Design for Distribution Grid Insulation Monitoring Framework Based on Multi-Objective Optimization	193
Drowsiness Detection in the Era of Industry 4.0: Are We Ready?	192
IEEE Industrial Electronics Society Information	185
IEEE Industrial Electronics Society Information	185
TechRxiv: Share Your Preprint Research with the World!	183
IEEE Industrial Electronics Society	183
Connect. Support. Inspire.	180
Charging/Refueling Navigation Strategies for Plug-in Hybrid Hydrogen and Electric Vehicles With Irrationalities and Energy Substitution	179
DFF-SC4N: A Deep Federated Defence Framework for Protecting Supply Chain 4.0 Networks	178
Intermittent Sensor Fault Detection for a Class of Nonlinear Systems via Predefined-Time Observer	175
A Novel Spline Algorithm Applied to COVID-19 Computed Tomography Image Reconstruction	175
IEEE Industrial Electronics Society Information	175
Robust Output Constrained Control for Uncertain Nonlinear Systems Subject to Magnitude and Rate Saturation: Application to Aircraft Engine	173
Table of Contents	171
Trustworthy Access Control for Multiaccess Edge Computing in Blockchain-Assisted 6G Systems	170
Probabilistic Fusion Model for Industrial Soft Sensing Based on Quality-Relevant Feature Clustering	166
Extreme Learning-Based Monocular Visual Servo of an Unmanned Surface Vessel	166
Separated Graph Neural Networks for Recommendation Systems	165
Nonlinear MIMO for Industrial Internet of Things in Cyber–Physical Systems	164
Low-Rank Undetectable Attacks Against Multiagent Systems: A Data-Driven Approach	161
Fully Decentralized Approximate Dynamic Programming for Stochastic Energy Management of a Networked Microgrid System	160
Charging Load Pattern Extraction for Residential Electric Vehicles: A Training-Free Nonintrusive Method	158
A Novel Autonomous Adaptive Frame Size for Time-Slotted LoRa MAC Protocol	157
FlexTAS: Flexible Gating Control for Enhanced Time-Sensitive Networking Deployment	156
Evaluation of Drift Detection Algorithms in the Condition Monitoring Domain	154
MAGLeak: A Learning-Based Side-Channel Attack for Password Recognition With Multiple Sensors in IIoT Environment	154
IEEE 802.1AS Clock Synchronization Performance Evaluation of an Integrated Wired–Wireless TSN Architecture	154
Joint Protection of Energy Security and Information Privacy for Energy Harvesting: An Incentive Federated Learning Approach	154
Taming Edge Computing for Hard Real-Time Advanced Control of Mechatronic Systems	153
Performance Analysis of Fault-Tolerant Multiagent Coordination Mechanisms	152
Spatio-Temporal Attention Adversarial Autoencoders for Enhanced Anomaly Detection in High-Pressure Grinding Rolls	152
Centralized Multifunctional Control of Integrated Electricity–Gas Network in District Energy System Considering Resilience	151
Balancing Accuracy and Efficiency With a Multiscale Uncertainty-Aware Knowledge-Based Network for Transmission Line Inspection	146
Multispatial-Scale Optimal Control With Multisource Information for Nitrification in Wastewater Treatment Process	144
A Zero-Shot Fault Diagnosis Framework for Chillers Based on Sentence-Level Text Attributes	144
Distributed Time-Varying Group Formation Tracking for Multiagent Systems With Switching Interaction Topologies via Adaptive Control Protocols	142
Joint Modeling of Degradation and Lifetime Data for RUL Prediction of Deteriorating Products	142
Double-Layer Distributed Monitoring Based on Sequential Correlation Information for Large-Scale Industrial Processes in Dynamic and Static States	142
High-Precision Sensorless Optimal Commutation Deviation Correction Strategy of BLDC Motor With Asymmetric Back EMF	140
Graph-Frequency Domain Kalman Filtering for Industrial Pipe Networks Subject to Measurement Outliers	140
Improved Dexel Representation: A 3-D CNN Geometry Descriptor for Manufacturing CAD	139
Mixture of Experts of Neural Networks and Kalman Filters for Optical Belt Sorting	137
A Multimodality Scene Graph Generation Approach for Robust Human–Robot Collaborative Assembly Visual Relationship Representation	137
Application Research of Short-Time Fourier Transform in Music Generation Based on the Parallel WaveGan System	136

A Task-Driven Scene-Aware LiDAR Point Cloud Coding Framework for Autonomous Vehicles	135
A Dual-Branch Spatio-Temporal-Spectral Transformer Feature Fusion Network for EEG-Based Visual Recognition	132
Fully Distributed Scaled Consensus Tracking of High-Order Multiagent Systems With Time Delays and Disturbances	131
MPCSM: Microservice Placement for Edge-Cloud Collaborative Smart Manufacturing	129
Integrating Post-Quantum Cryptography and Blockchain to Secure Low-Cost IoT Devices	129
Complexity-Based Structural Optimization of Deep Belief Network and Application in Wastewater Treatment Process	128
Sparse Hierarchical Parallel Residual Networks Ensemble for Infrared Image Stream-Based Remaining Useful Life Prediction	128
Cross-Layer Device Authentication With Quantum Encryption for 5G Enabled IIoT in Industry 4.0	128
Using IoT-Type Metadata and Smart Web Design to Create User Interfaces Automatically	128
Transformer-Based Imitative Reinforcement Learning for Multirobot Path Planning	127
Short-Term Forecasting Based on Graph Convolution Networks and Multiresolution Convolution Neural Networks for Wind Power	127
Adaptive Fuzzy Predefined-Time Control for Third-Order Heterogeneous Vehicular Platoon Systems With Dead Zone	126
Demagnetization Fault Diagnosis of Permanent Magnet Synchronous Motors Using Magnetic Leakage Signals	125
Time-Varying Online Transfer Learning for Intelligent Bearing Fault Diagnosis With Incomplete Unlabeled Target Data	124
Hybrid TOA-AOA Cooperative Localization for Multiple AUVs in the Absence of Anchors	124
ADGAN: Protect Your Location Privacy in Camera Data of Auto-Driving Vehicles	124
When Information Freshness Meets Service Latency in Federated Learning: A Task-Aware Incentive Scheme for Smart Industries	123
A Data-Driven Modeling Method of Virtual Synchronous Generator Based on LSTM Neural Network	123
Reinforcement Learning-Based Multiobjective Control of Grid-Connected Wind Farms	123
A Human-Machine Reinforcement Learning Method for Cooperative Energy Management	122
A Cybertwin Based Multimodal Network for ECG Patterns Monitoring Using Deep Learning	121
Learning Deep Multimanifold Structure Feature Representation for Quality Prediction With an Industrial Application	119
Improving the Efficiency of the EMS-Based Smart City: A Novel Distributed Framework for Spatial Data	119
Performance Analysis of Postquantum Cryptographic Schemes for Securing Large-Scale Wireless Sensor Networks	118
A Tensor-based t-SVD-LSTM Remaining Useful Life Prediction Model for Industrial Intelligence	116
Interpretable Interval Prediction-Based Outlier-Adaptive Day-Ahead Electricity Price Forecasting Involving Cross-Market Features	116
Feature Representation-Based Cross-Modality Shared-Specific Network and Its Application in Multimode Process Soft Sensing	115
Bayesian Convolutional Neural Networks for Remaining Useful Life Prognostics of Solenoid Valves With Uncertainty Estimations	115
A Novel Feature-Extraction-Based Process Monitoring Method for Multimode Processes With Common Features and Its Applications to a Rolling Process	115
Evolutionary Sensor Placement for Spatiotemporal Modeling of Battery Thermal Process	113
A Regularized Cross-Layer Ladder Network for Intrusion Detection in Industrial Internet of Things	112
Aeolus: Distributed Execution of Permissioned Blockchain Transactions via State Sharding	111
Simultaneous Wireless Power and Data Transfer System With Full-Duplex MIMO Communication Channels for Underwater Applications	110
A Novel Multidomain Contrastive-Coding-Based Open-Set Domain Generalization Framework for Machinery Fault Diagnosis	109
Online Detection of Model-Plant Mismatch in Closed-Loop Systems With Gaussian Processes	109