IEEE Transactions on Industrial Informatics

Papers
(The median citation count of IEEE Transactions on Industrial Informatics is 6. 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 2021-03-01 to 2025-03-01.)
ArticleCitations
IEEE Transactions on Industrial Informatics Information for Authors466
Table of Contents412
Over 100 Years of the IEEE Medal of Honor396
IEEE Foundation363
Connect. Support. Inspire.362
IEEE Transactions on Industrial Informatics Information for Authors334
IEEE Industrial Electronics Society Information332
Be the force behind change307
Connect. Support. Inspire.280
A Contrastive Representation Domain Adaptation Method for Industrial Time-Series Cross-Domain Prediction272
A Fault Diagnosis Method for Quadruped Robot Based on Hybrid Deep Neural Networks248
Multiview Uncertainty-Aware Fusion for Human Activity Recognition via Dempster–Shafer Theory245
Source-Free Black-Box Adaptation for Machine Fault Diagnosis232
Memory Priority Scheduling Algorithm for Cloud Data Center Based on Machine Learning Dynamic Clustering Algorithm230
Balancing Accuracy and Efficiency With a Multiscale Uncertainty-Aware Knowledge-Based Network for Transmission Line Inspection224
IEEE Transactions on Industrial Informatics Information for Authors220
Information for Authors205
Information for Authors204
TechRxiv: Share Your Preprint Research with the World!200
Table of Contents199
TechRxiv: Share Your Preprint Research with the World!198
Information for Authors198
Table of Contents197
Table of Contents196
IEEE Industrial Electronics Society196
Guest Editorial: Industrial Internet of Things: Where Are We and What Is Next?193
IEEE Industrial Electronics Society193
IEEE Transactions on Industrial Informatics Information for Authors193
IEEE Industrial Electronics Society Information192
IEEE Transactions on Industrial Informatics Information for Authors189
IEEE Industrial Electronics Society Information189
IEEE Industrial Electronics Society Information186
Table of Contents184
Time-Series Multi-Instance Learning for Weakly Supervised Industrial Fault Detection181
On Stealthiness and Effectiveness of Moving Target Defense in Smart Grids181
Optimal Power Flow (OPF) Analysis for AC–DC Active Distribution Networks Utilizing Second-Order Cone Programming (SOCP) Approach179
Distribution, Scale, and Context Sensitive, Convolutional Neural Network-Based SOC Estimation for Li-ion Batteries178
Uncertainty Quantification Based on Conformal Prediction for Industrial Time Series With Distribution Shift177
Table of Contents175
A communication-based method for PSC Detection and GMP tracking under PSC172
Guest Editorial: AI Empowered Communication and Computing Systems for Industrial Internet of Things169
IEEE Foundation169
IEEE Industrial Electronics Society168
Present a world of opportunity168
Table of Contents165
Table of Contents162
IEEE Industrial Electronics Society158
IEEE Industrial Electronics Society158
IEEE Industrial Electronics Society157
Table of Contents155
Connect. Support. Inspire.154
IEEE Industrial Electronics Society Information154
2022 Index IEEE Transactions on Industrial Informatics Vol. 18154
Compatible Selective Harmonic Elimination for Three-Phase Four-Wire NPC Inverter with DC-Link Capacitor Voltage Balancing153
Digital Twin Modeling of Hand Assembled Random Wire Harnesses152
Efficient 3-D Model Machining Strategy Prediction With Topology-Spanning Aggregation and GMU Data Augmentation150
A Zero-Shot Fault Diagnosis Framework for Chillers Based on Sentence-Level Text Attributes148
High Precision Defect Sizing Method for Capacitive Imaging Based on Physics-Informed Neural Network146
Intelligent Interpretation of Dissolved Gases in Transformer Oil With Electronic Nose and Machine Learning146
An Improved Chaos Particle Swarm Optimization Approach in FOPID Controller for Microbial Fuel Cells145
suLPCC: A Novel LiDAR Point Cloud Compression Framework for Scene Understanding Tasks143
Onboard Operational Safety Filter for a Quadrotor in an Environment With Dynamic Obstacles142
Energy-Efficient Wireless Resource Allocation for Heterogeneous Federated Multitask Networks Based on Evolutionary Learning142
Blockchain Based IIoT Data Sharing Framework for SDN-Enabled Pervasive Edge Computing140
Guest Editorial: Federated Learning for Industrial IoT in Industry 4.0140
Table of Contents139
IEEE Industrial Electronics Society Information139
Resilient Control for Multiagent Systems With a Sampled-Data Model Against DoS Attacks138
Modeling and Mitigation of Resonance Current for Modified LCL-Type Parallel Inverters With Inverter-Side Current Control137
Distributed Orchestration of Service Function Chains for Edge Intelligence in the Industrial Internet of Things136
Privacy-Preserving Aggregation for Federated Learning-Based Navigation in Vehicular Fog136
Probabilistic Fusion Model for Industrial Soft Sensing Based on Quality-Relevant Feature Clustering136
A Reinforcement Learning Empowered Cooperative Control Approach for IIoT-Based Virtually Coupled Train Sets136
Parallel Deep Learning Algorithms With Hybrid Attention Mechanism for Image Segmentation of Lung Tumors134
Compound TCP Performance for Industry 4.0 WiFi: A Cognitive Federated Learning Approach133
Efficient Secure Inference Scheme in Multiparty Settings for Industrial Internet of Things132
ADP-Based Intelligent Tracking Algorithm for Reentry Vehicles Subjected to Model and State Uncertainties131
A Novel Adaptive Robust NIR Modeling Method Based on Sparse Bayesian Learning131
Softwarized Industrial Deterministic Networking Based on Unmanned Aerial Vehicles130
Extreme Learning-Based Monocular Visual Servo of an Unmanned Surface Vessel130
An Intelligent Train Operation Method Based on Event-Driven Deep Reinforcement Learning130
Novel Transformer Based on Gated Convolutional Neural Network for Dynamic Soft Sensor Modeling of Industrial Processes128
Distributed Model-Predictive Control Using Exponentially Weighted Laguerre Functions and Periodic Time Triggering for Dynamic Consensus of Linear Multiagent Systems128
AF-Dedup: Secure Encrypted Data Deduplication Based on Adaptive Dynamic Merkle Hash Forest PoW for Cloud Storage128
Multitentacle Federated Learning Over Software-Defined Industrial Internet of Things Against Adaptive Poisoning Attacks124
A 4D Trigonometric-Based Memristor Hyperchaotic Map to Ultra-Fast PRNG123
Combined Unfixed-Structure and Fixed-Structure Data-Driven Feedforward Control Approach for Ball Screw Feed-Drive System123
Vulnerability Assessments of Induction Machine-Based Multistage Rolling Mill System Under Sensor Integrity Attacks123
Novel Regularization Double Preserving Integrated With Neighborhood Locality Projections for Fault Diagnosis120
Disassembly Sequence Planning of Product Structure With an Improved QICA Considering Expert Consensus for Remanufacturing119
No-Reference Image Contrast Evaluation by Generating Bidirectional Pseudoreferences117
Adaptive Fuzzy Predefined-Time Control for Third-Order Heterogeneous Vehicular Platoon Systems With Dead Zone117
Generating Adversarial Examples With Shadow Model116
Spatio-Temporal Generative Adversarial Network Based Power Distribution Network State Estimation With Multiple Time-Scale Measurements115
OPAT: Optimized Allocation of Time-Dependent Tasks for Mobile Crowdsensing114
Seasonal Clustering Forecasting Technique for Intelligent Hourly Solar Irradiance Systems114
Checking Missing-Data Errors in Cyber-Physical Systems Based on the Merged Process of Petri Nets113
Probabilistic Multienergy Load Forecasting Based on Hybrid Attention-Enabled Transformer Network and Gaussian Process-Aided Residual Learning113
Driver Identification Based on Wavelet Transform Using Driving Patterns113
Step-Wise Deep Learning Models for Solving Routing Problems113
Sparse Elitist Group Lasso Denoising in Frequency Domain for Bearing Fault Diagnosis113
Model Predictive Control for Networked Multiple Linear Motors System Under DoS Attack and Time Delay112
Stochastic Optimal Energy Storage Management for Energy Routers Via Compressive Sensing112
Dynamic Variational Bayesian Student's T Mixture Regression With Hidden Variables Propagation for Industrial Inferential Sensor Development112
A Multiagent Reinforcement Learning Approach for Wind Farm Frequency Control111
Cyber-Physical System-Based Heuristic Planning and Scheduling Method for Multiple Automatic Guided Vehicles in Logistics Systems111
Dynamic Assignment of Roles and Users for Business Processes Under Security Requirements110
Physical Unclonable Function-Based Lightweight and Verifiable Data Stream Transmission for Industrial IoT109
A Novel Spline Algorithm Applied to COVID-19 Computed Tomography Image Reconstruction109
Remaining Useful Life Prediction by Fusing Expert Knowledge and Condition Monitoring Information109
Hybrid TOA-AOA Cooperative Localization for Multiple AUVs in the Absence of Anchors108
MAGLeak: A Learning-Based Side-Channel Attack for Password Recognition With Multiple Sensors in IIoT Environment106
Commutation Auto-Correction Method for Position Sensorless BLDCM With the Anti-Interference Ability Against Current Variation106
A Blockchain-Based Secure Data Aggregation Strategy Using Sixth Generation Enabled Network-in-Box for Industrial Applications105
Transparent Operator Network: A Fully Interpretable Network Incorporating Learnable Wavelet Operator for Intelligent Fault Diagnosis103
An Optimal Direct Torque Control Strategy for Surface-Mounted Permanent Magnet Synchronous Motor Drives102
CeCO: Cost-Efficient Computation Offloading of IoT Applications in Green Industrial Fog Networks101
Guest Editorial: Industrial IoT and Sensor Networks in 5G-and-Beyond Wireless Communication101
Interval Type-2 Fuzzy Logic Controlled Shunt Converter Coupled Novel High-Quality Charging Scheme for Electric Vehicles101
A Novel Feature-Extraction-Based Process Monitoring Method for Multimode Processes With Common Features and Its Applications to a Rolling Process100
An Efficient and Robust Complex Weld Seam Feature Point Extraction Method for Seam Tracking and Posture Adjustment100
Systematic Assessment of Cyber-Physical Security of Energy Management System for Connected and Automated Electric Vehicles99
Defense of Advanced Persistent Threat on Industrial Internet of Things With Lateral Movement Modeling99
Hybrid Electric Vehicle Energy Management With Computer Vision and Deep Reinforcement Learning99
Massive MIMO With Downlink Energy Efficiency Operation in Industrial Internet of Things98
Resilient Path Planning of Unmanned Aerial Vehicles Against Covert Attacks on Ultrawideband Sensors98
Physics-Based Model Predictive Control for Power Capability Estimation of Lithium-Ion Batteries98
Load Data Analysis Based on Timestamp-Based Self-Adaptive Evolutionary Clustering97
Data-Driven Optimization of Integrated Control Framework for Flexible Motion Control System97
Online Detection of Model-Plant Mismatch in Closed-Loop Systems With Gaussian Processes97
Defect Detection and Depth Estimation in CFRP Through Phase of Transient Response of Flash Thermography97
A Novel Sequence Discriminative Feature Extraction Network and Its Application in Offline Industrial Fault Pattern Clustering97
RNS-Based Adaptive Compression Scheme for the Block Data in the Blockchain for IIoT97
Online Energy Balancing Strategy Based on Lyapunov Optimization in Mobile Crowdsensing96
Guest Editorial: Advanced Collaborative Technologies for Artificial Intelligence of Things96
Deep Multilayer Sparse Regularization Time- Varying Transfer Learning Networks With Dynamic Kullback–Leibler Divergence Weights for Mechanical Fault Diagnosis96
En-Route Electric Vehicles Charging Navigation Considering the Traffic-Flow-Dependent Energy Consumption95
Automated Feature Extraction and Selection for Data-Driven Models of Rapid Battery Capacity Fade and End of Life95
Detection and Segmentation of Unlearned Objects in Unknown Environment95
Information Fingerprint for Secure Industrial Big Data Analytics95
Distributed Cooperative Reactive Power Control of PV Systems With Dynamic Leader95
A Novel Methodology to Predict 3-D Surface Temperature Field on Delamination for Thermography95
Two-Timescale Coordinated Voltage Regulation for High Renewable-Penetrated Active Distribution Networks Considering Hybrid Devices95
High-Boost-Gain Split-Source Inverter With Shared-Ground and No Shoot-Through Issue94
An Adaptive Method for Multifault Diagnosis of Induction Motor Under Sharp Changing Speed and Load Condition94
A Hybrid Blockchain-Based Log Management Scheme With Nonrepudiation for Smart Grids94
Robust Variable Impedance Control for Aerial Compliant Interaction With Stability Guarantee94
Characterization of Event-Based Sampling Encoders for Industrial Internet of Things Using Input–Output Mutual Information93
Toward ML-Based Energy-Efficient Mechanism for 6G Enabled Industrial Network in Box Systems93
Dual-Graph Collaboration: Bidirectional Fusion Graph Convolution Network for Structure Multidefect Positioning and Assessment93
High-Precision Sensorless Optimal Commutation Deviation Correction Strategy of BLDC Motor With Asymmetric Back EMF93
Guest Editorial: Special Section on AI Enhanced Reliability Assessment and Predictive Health Management92
MPCSM: Microservice Placement for Edge-Cloud Collaborative Smart Manufacturing91
MFANet: Multifeature Aggregation Network for Cross-Granularity Few-Shot Seamless Steel Tubes Surface Defect Segmentation91
ContainerGuard: A Real-Time Attack Detection System in Container-Based Big Data Platform91
Peer-to-Peer Electricity Trading of Interconnected Flexible Distribution Networks Based on Distributed Ledger90
Time-Varying Online Transfer Learning for Intelligent Bearing Fault Diagnosis With Incomplete Unlabeled Target Data90
Visual-Impedance-Based Human–Robot Cotransportation With a Tethered Aerial Vehicle90
Fast Anomaly Identification Based on Multiaspect Data Streams for Intelligent Intrusion Detection Toward Secure Industry 4.089
HOPCTP: A Robust Channel Categorization Data Preservation Scheme for Industrial Healthcare Internet of Things89
DFF-SC4N: A Deep Federated Defence Framework for Protecting Supply Chain 4.0 Networks89
Gradient-Feedback Zhang Neural Network for Unconstrained Time-Variant Convex Optimization and Robot Manipulator Application88
LoRa Performance in Industrial Environments: Analysis of Different ADR Algorithms88
preciseSLAM: Robust, Real-Time, LiDAR–Inertial–Ultrasonic Tightly-Coupled SLAM With Ultraprecise Positioning for Plant Factories88
Impact of Deep Learning Approaches on Facial Expression Recognition in Healthcare Industries88
Tensor-Based Approach for Liquefied Natural Gas Leakage Detection From Surveillance Thermal Cameras: A Feasibility Study in Rural Areas87
Distributed Multirate Control of Battery Energy Storage Systems for Power Allocation87
Multidirection and Multiscale Pyramid in Transformer for Video-Based Pedestrian Retrieval87
Attention-Inception and Long- Short-Term Memory-Based Electroencephalography Classification for Motor Imagery Tasks in Rehabilitation86
Multiobjective Bayesian Optimization for Aeroengine Using Multiple Information Sources86
The Cyber-Physical System of Machine Tool Monitoring: A Model-Driven Approach With Extended Kalman Filter Implementation85
Efficient and Privacy-Preserving Cloud-Assisted Two-Party Computation Scheme in Heterogeneous Networks85
Shape-Consistent One-Shot Unsupervised Domain Adaptation for Rail Surface Defect Segmentation85
Distributed Optimal Energy Management for Integrated Energy Systems85
Controlling Aluminum Strip Thickness by Clustered Reinforcement Learning With Real-World Dataset84
PDM: Privacy-Aware Deployment of Machine-Learning Applications for Industrial Cyber–Physical Cloud Systems84
Fault-Tolerant Control of Pneumatic Continuum Manipulators Under Actuator Faults83
Dynamic Inference via Localizing Semantic Intervals in Sensor Data for Budget-Tunable Activity Recognition83
Common-Mode (CM) Current Sensor Node Design for Distribution Grid Insulation Monitoring Framework Based on Multi-Objective Optimization83
Guest Editorial: The Era of Industry 5.0—Technologies from No Recognizable HM Interface to Hearty Touch Personal Products83
VFL: A Verifiable Federated Learning With Privacy-Preserving for Big Data in Industrial IoT83
Distributed Time-Varying Group Formation Tracking for Multiagent Systems With Switching Interaction Topologies via Adaptive Control Protocols83
MPINet: Multiscale Physics-Informed Network for Bearing Fault Diagnosis With Small Samples83
Aiming to Complex Power Quality Disturbances: A Novel Decomposition and Detection Framework82
Exponential Stationary Subspace Analysis for Stationary Feature Analytics and Adaptive Nonstationary Process Monitoring82
Electrical-STGCN: An Electrical Spatio-Temporal Graph Convolutional Network for Intelligent Predictive Maintenance82
Predefined-Time Barrier Function Adaptive Sliding-Mode Control and Its Application to Piezoelectric Actuators81
Improving the Efficiency of the EMS-Based Smart City: A Novel Distributed Framework for Spatial Data81
Federated Neural Architecture Search for Medical Data Security81
ARHPE: Asymmetric Relation-Aware Representation Learning for Head Pose Estimation in Industrial Human–Computer Interaction80
Guest Editorial: Security, Privacy, and Trust Analysis and Service Management for Intelligent Internet of Things Healthcare80
Graph-Frequency Domain Kalman Filtering for Industrial Pipe Networks Subject to Measurement Outliers79
Industrial IoT in 5G-and-Beyond Networks: Vision, Architecture, and Design Trends79
Efficient Control Representation in Digital Twins: An Imperative Challenge for Declarative Languages79
An Online Feedback-Based Local Method for Topology Identification and Var/Volt Control in Radial Wind Farms79
Interactive Real-Time Monitoring and Information Traceability for Complex Aircraft Assembly Field Based on Digital Twin78
A Blockchain-Empowered Cluster-Based Federated Learning Model for Blade Icing Estimation on IoT-Enabled Wind Turbine78
Generalized DSC-FDC-PLL Based Synchronization of PV Array-BES Fed Water Pump System With Utility Grid78
A Cybertwin Based Multimodal Network for ECG Patterns Monitoring Using Deep Learning78
A Fixed-Time Robust Controller Based on Zeroing Neural Dynamics for Projective Synchronization of Offshore Wind Turbine Systems78
Coordinating Electric Vehicle Flow Distribution and Charger Allocation by Joint Optimization77
Guest Editorial: Special Section on Advanced Signal Processing and AI Technologies for Industrial Big Data77
Taming Edge Computing for Hard Real-Time Advanced Control of Mechatronic Systems77
Efficient Kinematic Calibration for Articulated Robot Based on Unit Dual Quaternion77
Role Dynamic Assignment of Human–Robot Collaboration Based on Target Prediction and Fuzzy Inference77
Improved Short-Term Speed Prediction Using Spatiotemporal-Vision-Based Deep Neural Network for Intelligent Fuel Cell Vehicles76
Hyneter:Hybrid Network Transformer for Multiple Computer Vision Tasks76
Noise-Boosted Convolutional Neural Network for Edge-Based Motor Fault Diagnosis With Limited Samples76
Consensus Control for Multiagent Systems Under Asymmetric Actuator Saturations With Applications to Mobile Train Lifting Jack Systems76
Running Industrial Workflow Applications in a Software-Defined Multicloud Environment Using Green Energy Aware Scheduling Algorithm76
A Security-Enhanced Authentication and Key Agreement Protocol in Smart Grid76
Improved Duty Compensation Control-Based Bidirectional Resonant DC−DC Converter With Reduced Input-Current Ripple for Battery Energy Storage Systems76
A Model for Verification and Validation of Law Compliance of Smart Contracts in IoT Environment75
AGP-Net: Adaptive Graph Prior Network for Image Denoising75
A Novel Resource Oriented DMA Framework for Internet of Medical Things Devices in 5G Network75
Constrained Motion Control of an Electro- Hydraulic Actuator Under Multiple Time-Varying Constraints74
Learning-Based Video Compression Framework With Implicit Spatial Transform for Applications in the Internet of Things74
WDLS: Deep Level Set Learning for Weakly Supervised Aeroengine Defect Segmentation74
ADGAN: Protect Your Location Privacy in Camera Data of Auto-Driving Vehicles74
Data-Driven Multiobjective Predictive Optimal Control of Refining Process With Non-Gaussian Stochastic Distribution Dynamics74
Distributed Optimization Subject to Inseparable Coupled Constraints: A Case Study on Plant-Wide Ethylene Process74
Improving the High-Quality Product Consistency in a Digital Manufacturing Environment73
Spatial-Temporal-Cost Combination Based Taxi Driving Fraud Detection for Collaborative Internet of Vehicles73
Causality-Guided Counterfactual Debiasing for Anomaly Detection of Cyber-Physical Systems73
When Information Freshness Meets Service Latency in Federated Learning: A Task-Aware Incentive Scheme for Smart Industries73
Software-Based AUTOSAR-Compliant Precision Clock Synchronization Over CAN73
Hiding Face Into Background: A Proactive Countermeasure Against Malicious Face Swapping73
Decentralized Wireless Federated Learning With Differential Privacy73
Distributed Adaptive Consensus Control for Nonlinear Systems With Active-Defense Mechanism Against Denial-of-Service Attacks73
Aeolus: Distributed Execution of Permissioned Blockchain Transactions via State Sharding72
ToolBot: Learning Oriented Keypoints for Tool Usage From Self-Supervision72
A Pattern Driven Graph Ranking Approach to Attribute Extraction for Knowledge Graph72
Toward Differential Privacy for Traffic Measurement in Vehicular Cyber-Physical Systems72
Distributed Successive Convex Approximation for Nonconvex Economic Dispatch in Smart Grid72
A Cooperative Evolutionary Computation Algorithm for Dynamic Multiobjective Multi-AUV Path Planning72
FADL-Net: Frequency-Assisted Dynamic Learning Network for Oriented Object Detection in Remote Sensing Images72
Privacy-Preserved Generative Network for Trustworthy Anomaly Detection in Smart Grids: A Federated Semisupervised Approach71
Distributed Event-Triggered Bipartite Consensus for Multiagent Systems Against Injection Attacks71
Effective Position Error Compensation in Sensorless Control Based on Unified Model of SPMSM and IPMSM71
A Multistage Passive Islanding Detection Method for Synchronous-Based Distributed Generation71
Deep Reinforcement Learning Assisted Federated Learning Algorithm for Data Management of IIoT71
Honeypot Identification in Softwarized Industrial Cyber–Physical Systems71
A Meta-Invariant Feature Space Method for Accurate Tool Wear Prediction Under Cross Conditions70
Lateral Control of Autonomous Ground Vehicles via a New Homogeneous Polynomial Parameter Dependent-Type Fuzzy Controller70
Explainable Multitask Shapley Explanation Networks for Real-Time Polyp Diagnosis in Videos70
Robust Depth Estimation Based on Parallax Attention for Aerial Scene Perception70
Federated Learning-Based Cross-Enterprise Recommendation With Graph Neural Networks70
A Novel Per Unit (P.U.) Integer Format Applied to the Control of a Grid-Tied Solar PV Inverter70
A Novel Multistep Ahead PM$_{2.5}$ Forecasting Approach Using Spatial–Temporal Attention Network70
A Cybertwin-Based 6G Cooperative IoE Communication Network: Secrecy Outage Analysis69
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