OOIR: Observatory of International Research

Papers

(The median citation count of IEEE Transactions on Industrial Informatics is 5. 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 2021-02-01 to 2025-02-01.)

Article	Citations
IEEE Transactions on Industrial Informatics Information for Authors	447
Table of Contents	421
Over 100 Years of the IEEE Medal of Honor	391
IEEE Foundation	366
Connect. Support. Inspire.	346
IEEE Transactions on Industrial Informatics Information for Authors	334
IEEE Industrial Electronics Society Information	319
An Industry-4.0-Compliant Sustainable Bitcoin Model Through Optimized Transaction Selection and Sustainable Block Integration	309
BC-Mobile Device Cloud: A Blockchain-Based Decentralized Truthful Framework for Mobile Device Cloud	294
CRSM: Computation Reloading Driven by Spatial-Temporal Mobility in Edge-Assisted Automated Industrial Cyber-Physical Systems	254
Atmosphere, an Open Source Measurement-Oriented Data Framework for IoT	253
Toward Differential Privacy for Traffic Measurement in Vehicular Cyber-Physical Systems	229
Massive MIMO With Downlink Energy Efficiency Operation in Industrial Internet of Things	226
An Interactive and Adaptive Learning Cyber Physical Human System for Manufacturing With a Case Study in Worker Machine Interactions	220
Be the force behind change	218
Connect. Support. Inspire.	215
A Contrastive Representation Domain Adaptation Method for Industrial Time-Series Cross-Domain Prediction	204
A Fault Diagnosis Method for Quadruped Robot Based on Hybrid Deep Neural Networks	197
Multiview Uncertainty-Aware Fusion for Human Activity Recognition via Dempster–Shafer Theory	193
Source-Free Black-Box Adaptation for Machine Fault Diagnosis	193
Memory Priority Scheduling Algorithm for Cloud Data Center Based on Machine Learning Dynamic Clustering Algorithm	192
Balancing Accuracy and Efficiency With a Multiscale Uncertainty-Aware Knowledge-Based Network for Transmission Line Inspection	190
MASS: A Multisource Domain Adaptation Network for Cross-Subject Touch Gesture Recognition	188
Dead Time Adaptive Expansion-Based Sensorless Restart Strategy for Free-Wheeling SPMSM Drives	188
IEEE Transactions on Industrial Informatics Information for Authors	185

A Knowledge-Guided End-to-End Optimization Framework Based on Reinforcement Learning for Flow Shop Scheduling	183
Guest Editorial: Special Section on Advanced Signal Processing and AI Technologies for Industrial Big Data	180
Information for Authors	180
Table of Contents	179
TechRxiv: Share Your Preprint Research with the World!	179
Information for Authors	179
Information for Authors	178
TechRxiv: Share Your Preprint Research with the World!	174
Table of Contents	173
Table of Contents	168
Information for Authors	167
IEEE Industrial Electronics Society	165
A Double-Loop Inertia Phase-Locked Loop With Antidisturbance Ability	164
Table of Contents	164
Supply Inadequacy Risk Evaluation of Stand-Alone Renewable Powered Heat-Electricity Energy Systems: A Data-Driven Robust Approach	164
Scalable and Constrained Consensus in Multiagent Systems: Distributed Model Predictive Control-Based Approaches	161
WDLS: Deep Level Set Learning for Weakly Supervised Aeroengine Defect Segmentation	157
Reducing the Impact of DoS Attack on Static and Dynamic SE Using a Deep Learning-Based Model	156
Intelligent Learning Based Active Power Regulation of Wind Turbines Considering Fatigue Reduction	156
A Novel Hybrid-Action-Based Deep Reinforcement Learning for Industrial Energy Management	155
Efficient Secure Inference Scheme in Multiparty Settings for Industrial Internet of Things	154
Feature Representation-Based Cross-Modality Shared-Specific Network and Its Application in Multimode Process Soft Sensing	153
Active Magnetic Bearing PID Tuning With Model-Free Time-Domain Analysis Based Heuristic Algorithm	151
AF-Dedup: Secure Encrypted Data Deduplication Based on Adaptive Dynamic Merkle Hash Forest PoW for Cloud Storage	147
Lightweight Attention Convolutional Neural Network for Retinal Vessel Image Segmentation	146
Robust Control of Dielectric Elastomer Smart Actuator for Tracking High-Frequency Trajectory	145
ANAF-IoMT: A Novel Architectural Framework for IoMT-Enabled Smart Healthcare System by Enhancing Security Based on RECC-VC	144
Predefined-Time Barrier Function Adaptive Sliding-Mode Control and Its Application to Piezoelectric Actuators	142
Electrical-STGCN: An Electrical Spatio-Temporal Graph Convolutional Network for Intelligent Predictive Maintenance	142
Collaborative Cloud-Edge Service Cognition Framework for DNN Configuration Toward Smart IIoT	141
A Survey on Edge and Edge-Cloud Computing Assisted Cyber-Physical Systems	139
A Tensor-based t-SVD-LSTM Remaining Useful Life Prediction Model for Industrial Intelligence	137
Performance-Baseline Estimation of File System Operations for Linux-Based Edge Devices	135
Sliding Mode Control for NPC Converters via a Dual Layer Nested Adaptive Tuning Technique	135
Real-Time Simulation and Validation of Interconnected Microgrid Load Frequency Control With Uncertainties Using PDN-I$^{\lambda }$ D$^{\mu }$ Controller Based on Improved Smell Agent Optimization	134
Reinforcement Learning-Based Multiobjective Control of Grid-Connected Wind Farms	133
Estimation-Based Online Adaptive Management of Distribution Feeder Congestion Using Electrolysis Hydrogen Refueling Stations	133
Dynamic System Modeling Using a Multisource Transfer Learning-Based Modular Neural Network for Industrial Application	132
IEEE Industrial Electronics Society	131
Optimal Schedule of Secure Transmissions for Remote State Estimation Against Eavesdropping	130
A Formal Approach to Verify Connectivity and Optimize VNF Placement in Industrial Networks	130
Step-Wise Deep Learning Models for Solving Routing Problems	130
Region- and Strength-Controllable GAN for Defect Generation and Segmentation in Industrial Images	129
Hybrid TOA-AOA Cooperative Localization for Multiple AUVs in the Absence of Anchors	129
Feature Ensemble Net: A Deep Framework for Detecting Incipient Faults in Dynamical Processes	129
An Improved Lightweight Two-Factor Authentication Protocol for IoT Applications	127
Multitentacle Federated Learning Over Software-Defined Industrial Internet of Things Against Adaptive Poisoning Attacks	127
Intelligent Collaborative Navigation and Control for AUV Tracking	127
Adversarial Attacks on Neural-Network-Based Soft Sensors: Directly Attack Output	127
Reliable Minimum Cycle Time of 5G NR Based on Data-Driven Channel Characterization	126

Fault-Tolerant Control of Pneumatic Continuum Manipulators Under Actuator Faults	125
A Novel Algorithm for Quantized Particle Filtering With Multiple Degrading Sensors: Degradation Estimation and Target Tracking	124
Guest Editorial: Industrial Internet of Things: Where Are We and What Is Next?	123
Space Vector Modulated Model Predictive Control for Grid-Tied Converters	123
Modeling and Mitigation of Resonance Current for Modified LCL-Type Parallel Inverters With Inverter-Side Current Control	122
Conic Iterative Learning Control Using Distinct Data for Constrained Systems With State-Dependent Uncertainty	122
A Cooperative Evolutionary Computation Algorithm for Dynamic Multiobjective Multi-AUV Path Planning	122
Seasonal Clustering Forecasting Technique for Intelligent Hourly Solar Irradiance Systems	121
Optimized Design of Parity Relation-Based Residual Generator for Fault Detection: Data-Driven Approaches	121
Multi-Rate Layered Operational Optimal Control for Large-Scale Industrial Processes	120
Distributed Dynamic Event-Triggered Secon- dary Control for Islanded Microgrids With Disturbances and Communication De- lays: A Hybrid Systems Approach	119
Unusual Insider Behavior Detection Framework on Enterprise Resource Planning Systems Using Adversarial Recurrent Autoencoder	119
Multiobjective Photovoltaic Sizing With Diverse Inverter Control Schemes in Distribution Systems Hosting EVs	118
Temporal Attention Source-Free Adaptation for Chemical Processes Fault Diagnosis	118
A Data-Mining Compensation Approach for Yaw Misalignment on Wind Turbine	117
IEEE Industrial Electronics Society Information	117
IEEE Transactions on Industrial Informatics Information for Authors	117
Improved Duty Compensation Control-Based Bidirectional Resonant DC−DC Converter With Reduced Input-Current Ripple for Battery Energy Storage Systems	115
IEEE Transactions on Industrial Informatics Information for Authors	114
IEEE Industrial Electronics Society Information	112
Efficient and Privacy-Preserving Cloud-Assisted Two-Party Computation Scheme in Heterogeneous Networks	112
High-Boost-Gain Split-Source Inverter With Shared-Ground and No Shoot-Through Issue	111
Parallel Deep Learning Algorithms With Hybrid Attention Mechanism for Image Segmentation of Lung Tumors	109
AGP-Net: Adaptive Graph Prior Network for Image Denoising	108
A Novel Sequence Discriminative Feature Extraction Network and Its Application in Offline Industrial Fault Pattern Clustering	108
Incorporating Approximate Dynamics Into Data-Driven Calibrator: A Representative Model for Ship Maneuvering Prediction	108
IEEE Industrial Electronics Society Information	106
Privacy-Preserving Adaptive Resilient Consensus for Multiagent Systems Under Cyberattacks	106
RNS-Based Adaptive Compression Scheme for the Block Data in the Blockchain for IIoT	106
FV-Seg-Net: Fully Volumetric Network for Accurate Segmentation of COVID-19 Lesions From Chest CT Scans	106
Table of Contents	104
An Iteratively-Nested Modeling Method for Stability Analysis of the Multirate Power System	104
Sequential Detection of Cyclic Prefix Mode, Sidelink Synchronization Signal, and Frequency Offset for LTE Device-to-Device Networks	104
Predefined-Time Formation Control of NMSVs With External Disturbance via Vector Control Lyapunov Functions-Based Method	103
Deep Wavelet Neural Process: Modeling Stochastic Variation of Non-Euclidean Functional Data for Manufacturing Quality Inference	103
Discriminative Signal Recognition for Transient Stability Assessment via Discrete Mutual Information Approximation and Eigen Decomposition of Laplacian Matrix	103
Simultaneous Wireless Power and Data Transfer System With Full-Duplex MIMO Communication Channels for Underwater Applications	102
Consistent Pretext and Auxiliary Tasks With Relative Remaining Useful Life Estimation	102
Grade Prediction of Froth Flotation Based on Multistep Fusion Transformer Model	102
Risk Warning of Rock Burst Based on CSA Optimization	102
Slice-Oriented Signal Probability Distribution Measure for Wind Turbine Generator Bearing Condition Monitoring Under Variable Speed Conditions	101
$H_\infty$ Exponential Synchronization of Chaotic Lur'e Systems: An Asynchronous Memory-Based Event-Triggered Scheme	101
A Novel Multidomain Contrastive-Coding-Based Open-Set Domain Generalization Framework for Machinery Fault Diagnosis	101
Condition Recognition Strategy Based on Fuzzy Clustering With Information Granulation for Blast Furnace	100
Image Classification on Hypersphere Loss	99
Plug-and-Play Distributed Estimation of Driving States in an Open Vehicle Platoon	99
Electricity Theft Detection of Residential Users With Correlation of Water and Electricity Usage	98
An Interpretable Neuro-Dynamic Scheme With Feature-Temporal Attention for Remaining Useful Life Estimation	98
Fine-Gained Recurrence Graph: Graphical Modeling of Vibration Signal for Fault Diagnosis of Wind Turbine	97
Digital twin driven soft sensing for key variables in zinc rotary kiln	97
Table of Contents	97
Cooperative Distributed Predictive Control for Smart Injection Molding Systems With One-Tap Memory	96
Floor Identification in Large-Scale Environments With Wi-Fi Autonomous Block Models	94
Feedforward Error Learning Deep Neural Networks for Multivariate Deterministic Power Forecasting	94
Integration of Edge–AI Into IoT–Cloud Architecture for Landslide Monitoring and Prediction	93
Skew Filtering for Online State Estimation and Control	93
Extended Morlet Wavelet-Based FIR Phasor Estimation Using Fake Samples	93
IEEE Foundation	92
Sparse Observation Assimilated Digital Image Correlation for High Fidelity Deformation Field Reconstruction	92
A communication-based method for PSC Detection and GMP tracking under PSC	92
Deep Learning Assists Surveillance Experts: Toward Video Data Prioritization	92
Online Energy Balancing Strategy Based on Lyapunov Optimization in Mobile Crowdsensing	91
Detection and Segmentation of Unlearned Objects in Unknown Environment	91
Robust Degradation State Identification in the Presence of Parameter Uncertainty and Outliers	91
Disturbance Observer-Based Adaptive Neural Control of the Permanent Magnet Linear Motor System With Unknown Backlash-Like Hysteresis	91
Effective Position Error Compensation in Sensorless Control Based on Unified Model of SPMSM and IPMSM	90
A Multistage Passive Islanding Detection Method for Synchronous-Based Distributed Generation	90
Surface Defect Detection for No-Service Rails With Skeleton-Aware Accurate and Fast Network	90
Explainable Multitask Shapley Explanation Networks for Real-Time Polyp Diagnosis in Videos	89
A Novel Per Unit (P.U.) Integer Format Applied to the Control of a Grid-Tied Solar PV Inverter	89
Timely Information Update With Nonorthogonal Multiple Access	89
A Novel CVAE-Based Sequential Monte Carlo Framework for Dynamic Soft Sensor Applications	89
A Deep Regression Framework Toward Laboratory Accuracy in the Shop Floor of Microelectronics	89
Fractional-Order Prescribed Performance Sliding-Mode Control With Time-Delay Estimation for Wearable Exoskeletons	88
Digital-Twin Consistency Checking Based on Observed Timed Events With Unobservable Transitions in Smart Manufacturing	88
IEEE Industrial Electronics Society	87
Guest Editorial: AI Empowered Communication and Computing Systems for Industrial Internet of Things	87
Present a world of opportunity	87
Table of Contents	87
Dynamic Variational Bayesian Student's T Mixture Regression With Hidden Variables Propagation for Industrial Inferential Sensor Development	87

Adversarial Spam Detector With Character Similarity Network	86
Robust Output Constrained Control for Uncertain Nonlinear Systems Subject to Magnitude and Rate Saturation: Application to Aircraft Engine	85
Jointly Low-Rank Tensor Completion for Estimating Missing Spatiotemporal Values in Logistics Systems	85
Improving the Efficiency of the EMS-Based Smart City: A Novel Distributed Framework for Spatial Data	85
Distributed Optimization Subject to Inseparable Coupled Constraints: A Case Study on Plant-Wide Ethylene Process	84
ChainFrame: A Chain Framework for Point Cloud Classification	84
Reinforcement Learning Based Decision Making of Operational Indices in Process Industry Under Changing Environment	84
Probabilistic Fusion Model for Industrial Soft Sensing Based on Quality-Relevant Feature Clustering	84
Cooperative Control-Based Task Assignments for Multiagent Systems With Intermittent Communication	84
Causality-Guided Counterfactual Debiasing for Anomaly Detection of Cyber-Physical Systems	83
Real-Time Jerk Limited Feedrate Profiling and Interpolation for Linear Motor Multiaxis Machines Using NURBS Toolpaths	83
Fast Anomaly Identification Based on Multiaspect Data Streams for Intelligent Intrusion Detection Toward Secure Industry 4.0	82
Spatial-Temporal-Cost Combination Based Taxi Driving Fraud Detection for Collaborative Internet of Vehicles	82
Heuristic Optimization of Multipulse Rectifier for Reduced Energy Consumption	82
Automated Variational Nonlinear Chirp Mode Decomposition for Bearing Fault Diagnosis	81
Consensus Control for Multiagent Systems Under Asymmetric Actuator Saturations With Applications to Mobile Train Lifting Jack Systems	81
A Robust Evolutionary Particle Filter Technique for Integrated Navigation in Urban Environments via GNSS and 5G Signals	81
A KLMS Dual Control Chart Based on Dynamic Nearest Neighbor Kernel Space	80
An AR-Assisted Deep Learning-Based Approach for Automatic Inspection of Aviation Connectors	80
A Spatiotemporal Neural Network Modeling Method for Nonlinear Distributed Parameter Systems	80
Neuron-Compressed Deep Neural Network and Its Application in Industrial Anomaly Detection	80
Guest Editorial: Special Section on Transfer Learning for 5G-Aided Industrial Internet of Things	79
Efficient Reconstruction of Industrial Images Using Optimized HMK Splines	79
PerBlocks: A Reconfigurable Blockchain for Service Provisioning in Industrial Environment	79
Distributed Model-Predictive Control Using Exponentially Weighted Laguerre Functions and Periodic Time Triggering for Dynamic Consensus of Linear Multiagent Systems	78
Knowledge-Data-Based Synchronization States Analysis for Process Monitoring and Its Application to Hydrometallurgical Zinc Purification Process	78
ReflectU: A Mirror-Based Intelligent Interactive System for Intuitive Remote Control	77
Target Category Agnostic Knowledge Distillation With Frequency-Domain Supervision	77
IEEE Industrial Electronics Society	77
Discovering Data-Aware Mode-Switching Constraints to Monitor Mode-Switching Decisions in Supervisory Control	77
Table of Contents	77
IEEE Industrial Electronics Society	76
Table of Contents	76
Software-Based AUTOSAR-Compliant Precision Clock Synchronization Over CAN	76
Improved Dexel Representation: A 3-D CNN Geometry Descriptor for Manufacturing CAD	76
IEEE Industrial Electronics Society	76
Connect. Support. Inspire.	76
A Novel Data-Driven LSTM-SAF Model for Power Systems Transient Stability Assessment	75
Guest Editorial: Industrial IoT and Sensor Networks in 5G-and-Beyond Wireless Communication	75
SeqαGAN: Sign Language Sequence Generation Based on Variational and Adversarial Learning	75
A Novel Fault Isolation Scheme in Power System With Dynamic Topology Using Wide-Area Information	75
Data-Driven Optimization of Integrated Control Framework for Flexible Motion Control System	74
Efficient Control Representation in Digital Twins: An Imperative Challenge for Declarative Languages	74
A Data-Driven Modeling Method of Virtual Synchronous Generator Based on LSTM Neural Network	74
Guest Editorial: Special Section on AI Enhanced Reliability Assessment and Predictive Health Management	73
En-Route Electric Vehicles Charging Navigation Considering the Traffic-Flow-Dependent Energy Consumption	73
Prior Knowledge Incorporated Large-Scale Multiagent Deep Reinforcement Learning for Load Frequency Control of Isolated Microgrid Considering Multi-Structure Coordination	72
EWS: Exponential Windowing Scheme to Improve LoRa Scalability	72
Energy-Efficient Power Control for Simultaneous Wireless Information and Power Transfer—Nonorthogonal Multiple Access in Distributed Antenna Systems	72
Sparse Hierarchical Parallel Residual Networks Ensemble for Infrared Image Stream-Based Remaining Useful Life Prediction	72
Fast Reactive Mechanism for Desired Trajectory Attacks on Unmanned Aerial Vehicles	72
An Online Feedback-Based Local Method for Topology Identification and Var/Volt Control in Radial Wind Farms	71
Guest Editorial: Augmented Intelligence of Things for Smart Enterprise Systems	71
Dual-Stage Control Strategy for a Flying Capacitor Converter Based on Model Predictive and Linear Controllers	71
2022 Index IEEE Transactions on Industrial Informatics Vol. 18	71
Analysis and Evaluation of MQTT Brokers for e-Healthcare Applications	70
Feature Adaptive Modulation and Prototype Learning for Domain Generalization Intelligent Fault Diagnosis	70
Parameter Identification of Power Distribution System Based on Dynamic Graph Topology	70
A Novel Autonomous Adaptive Frame Size for Time-Slotted LoRa MAC Protocol	70
Performance Analysis of Postquantum Cryptographic Schemes for Securing Large-Scale Wireless Sensor Networks	70
A Distributed Time-Varying Inherent Privacy-Preserving Consensus Algorithm for Integrated Energy Systems	70
Multidirectional Information Fusion for Complex Defect Reconstruction Based on Induced Current Thermo-Electrical Impedance Tomography	70
Deployment Optimization of Spotlights for Visual Coverage in Pure Dark Indoor Scene	69
IEEE Industrial Electronics Society Information	69
Convolutional Neural Networks and Transfer Learning for Quality Inspection of Different Sugarcane Varieties	69
Orthogonal Experimental Design Based Binary Optimization Without Iteration for Fault Section Diagnosis of Power Systems	69
Real-Time Estimation Frameworks for Feeder-Level Load Disaggregation and PEVs’ Charging Behavior Characteristics Extraction	69
Efficient Kinematic Calibration for Articulated Robot Based on Unit Dual Quaternion	69
Evolutionary Sensor Placement for Spatiotemporal Modeling of Battery Thermal Process	69
Activity Graph Based Convolutional Neural Network for Human Activity Recognition Using Acceleration and Gyroscope Data	67
Extreme Learning-Based Monocular Visual Servo of an Unmanned Surface Vessel	67
A Hybrid Blockchain-Based Log Management Scheme With Nonrepudiation for Smart Grids	67
A Human-Machine Reinforcement Learning Method for Cooperative Energy Management	67
Exponential Stationary Subspace Analysis for Stationary Feature Analytics and Adaptive Nonstationary Process Monitoring	67
Generalized Out-of-Distribution Fault Diagnosis (GOOFD) via Internal Contrastive Learning	67
Trust-AoI-Aware Codesign of Scheduling and Control for Edge-Enabled IIoT Systems	67
Common-Mode (CM) Current Sensor Node Design for Distribution Grid Insulation Monitoring Framework Based on Multi-Objective Optimization	67
Achieving Accountable and Efficient Data Sharing in Industrial Internet of Things	66
Distributed Multirate Control of Battery Energy Storage Systems for Power Allocation	66
Distributed Optimal Energy Management for Integrated Energy Systems	65
Separated Graph Neural Networks for Recommendation Systems	65
Multicrane Visual Sorting System Based on Deep Learning With Virtualized Programmable Logic Controllers in Industrial Internet	65
Cyber–Physical Healthcare System With Blood Test Module on Broadcast Television Network for Remote Cardiovascular Disease (CVD) Management	65
A Deep Supervised Learning Framework Based on Kernel Partial Least Squares for Industrial Soft Sensing	65
CeCO: Cost-Efficient Computation Offloading of IoT Applications in Green Industrial Fog Networks	65
A Blockchain-Empowered Cluster-Based Federated Learning Model for Blade Icing Estimation on IoT-Enabled Wind Turbine	65
Machine and Feedstock Interdependence Modeling for Manufacturing Networks Performance Analysis	65
Remaining Useful Life Prediction by Fusing Expert Knowledge and Condition Monitoring Information	65
PV Inverter Reliability Constrained Volt/Var Control With Power Smoothing via a Convex-Concave Programming Method	65
Optimized Random Forest Model for Remaining Useful Life Prediction of Experimental Bearings	65
Distributed Time-Varying Group Formation Tracking for Multiagent Systems With Switching Interaction Topologies via Adaptive Control Protocols	64
TrustFed: A Framework for Fair and Trustworthy Cross-Device Federated Learning in IIoT	64
Proof of Chance: A Lightweight Consensus Algorithm for the Internet of Things	64
MSU-TSCH: A Mobile Scheduling Updated Algorithm for TSCH in the Internet of Things	64
A Deep Learning Approach to Discover Router Firmware Vulnerabilities	64