2024
Domain Generalization Combining Covariance Loss With Graph Convolutional Networks for Intelligent Fault Diagnosis of Rolling Bearings.
IEEE Trans. Ind. Informatics, December, 2024
Self-Adaptive Evolutionary Info Variational Autoencoder.
Comput., August, 2024
Cooperative Partial Task Offloading and Resource Allocation for IIoT Based on Decentralized Multiagent Deep Reinforcement Learning.
IEEE Internet Things J., February, 2024
2023
QoS-Driven Distributed Cooperative Data Offloading and Heterogeneous Resource Scheduling for IIoT.
IEEE Internet Things Mag., September, 2023
A Lightweight Fault-Detection Scheme for Resource-Constrained Solar Insecticidal Lamp IoTs.
Sensors, August, 2023
Early Warning Obstacle Avoidance-Enabled Path Planning for Multi-AUV-Based Maritime Transportation Systems.
IEEE Trans. Intell. Transp. Syst., February, 2023
A Collision-Free-Transmission-Based Source Location Privacy Protection Scheme in UASNs Under Time Slot Allocation.
IEEE Internet Things J., January, 2023
2022
A Multisensor Information Fusion Method for High-Reliability Fault Diagnosis of Rotating Machinery.
IEEE Trans. Instrum. Meas., 2022
Knowledge Sharing Enabled Multirobot Collaboration for Preventive Maintenance in Mixed Model Assembly.
IEEE Trans. Ind. Informatics, 2022
On Enabling Mobile Crowd Sensing for Data Collection in Smart Agriculture: A Vision.
IEEE Syst. J., 2022
A Push-Based Probabilistic Method for Source Location Privacy Protection in Underwater Acoustic Sensor Networks.
IEEE Internet Things J., 2022
Damage detection of grotto murals based on lightweight neural network.
Comput. Electr. Eng., 2022
Machine Hearing for Industrial Acoustic Monitoring using Cochleagram and Spiking Neural Network.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2022
Enhancing Stochastic Resonance by Adaptive Colored Noise and Particle Swarm Optimization: An Application to Steering Control.
Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2022
2021
Sleep-Scheduling-Based Hierarchical Data Collection Algorithm for Gliders in Underwater Acoustic Sensor Networks.
IEEE Trans. Veh. Technol., 2021
Fault Diagnosis of a Rotor-Bearing System Under Variable Rotating Speeds Using Two-Stage Parameter Transfer and Infrared Thermal Images.
IEEE Trans. Instrum. Meas., 2021
Intelligent Fault Diagnosis of Rotor-Bearing System Under Varying Working Conditions With Modified Transfer Convolutional Neural Network and Thermal Images.
IEEE Trans. Ind. Informatics, 2021
Deep Recurrent Entropy Adaptive Model for System Reliability Monitoring.
IEEE Trans. Ind. Informatics, 2021
Vehicle Destination Prediction Using Bidirectional LSTM with Attention Mechanism.
Sensors, 2021
Dynamic Collaborative Charging Algorithm for Mobile and Static Nodes in Industrial Internet of Things.
IEEE Internet Things J., 2021
Memory Pattern Identification for Feedback Tracking Control in Human-Machine Systems.
Hum. Factors, 2021
Reliable Real-time Destination Prediction.
Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021
2020
Entropy Measures in Machine Fault Diagnosis: Insights and Applications.
IEEE Trans. Instrum. Meas., 2020
Internet of Things for Noise Mapping in Smart Cities: State of the Art and Future Directions.
IEEE Netw., 2020
Adaptive Multiscale Weighted Permutation Entropy for Rolling Bearing Fault Diagnosis.
IEEE Access, 2020
Machine Hearing for Industrial Fault Diagnosis.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020
2019
A New Bearing Fault Diagnosis Method Based on Fine-to-Coarse Multiscale Permutation Entropy, Laplacian Score and SVM.
IEEE Access, 2019
Measuring System Entropy with a Deep Recurrent Neural Network Model.
Proceedings of the 17th IEEE International Conference on Industrial Informatics, 2019
Edge Permutation Entropy: An Improved Entropy Measure for Time-Series Analysis.
Proceedings of the IECON 2019, 2019
Comparative Study of Combined Fault Diagnosis Schemes Based on Convolutional Neural Network.
Proceedings of the Data Science, 2019
Multi-region System Modelling by using Genetic Programming to Extract Rule Consequent Functions in a TSK Fuzzy System.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019
Visually Interpretable Profile Extraction with an Autoencoder for Health Monitoring of Industrial Systems.
Proceedings of the 4th IEEE International Conference on Advanced Robotics and Mechatronics, 2019
Poster: Photovoltaic Agricultural Internet of Things the Next Generation of Smart Farming.
Proceedings of the 2019 International Conference on Embedded Wireless Systems and Networks, 2019
When mobile crowd sensing meets smart agriculture: poster.
Proceedings of the ACM Turing Celebration Conference - China, 2019
2018
A Survey on Fault Diagnosis in Wireless Sensor Networks.
IEEE Access, 2018
Human Response Delay Estimation and Monitoring Using Gamma Distribution Analysis.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Fine-to-Coarse Multiscale Permutation Entropy for Rolling Bearing Fault Diagnosis.
Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018
2017
Applied fault detection and diagnosis for industrial gas turbine systems.
Int. J. Autom. Comput., 2017
Incipient Fault Diagnosis of Roller Bearing Using Optimized Wavelet Transform Based Multi-Speed Vibration Signatures.
IEEE Access, 2017
Estimating gas turbine compressor discharge temperature using Bayesian neuro-fuzzy modelling.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
Crack Detection in Rotating Shafts Using Wavelet Analysis, Shannon Entropy and Multi-class SVM.
Proceedings of the Industrial Networks and Intelligent Systems, 2017
A Short Survey on Fault Diagnosis of Rotating Machinery Using Entropy Techniques.
Proceedings of the Industrial Networks and Intelligent Systems, 2017
Self-adaptive fault diagnosis of roller bearings using infrared thermal images.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017
A comparative study of WPD and EMD for shaft fault diagnosis.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017
Development of a steady-state thermodynamic model in microsoft excel for performance analysis of industrial gas turbines.
Proceedings of the IECON 2017 - 43rd Annual Conference of the IEEE Industrial Electronics Society, Beijing, China, October 29, 2017
Performance analysis of a twin shaft Industrial Gas Turbine at fouling conditions.
Proceedings of the 2017 IEEE International Conference on Prognostics and Health Management, 2017
A Short Review of Constructing Noise Map Using Crowdsensing Technology.
Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2017
2016
Modeling Lane Keeping by a Hybrid Open-Closed-Loop Pulse Control Scheme.
IEEE Trans. Ind. Informatics, 2016
Development and Realization of Changepoint Analysis for the Detection of Emerging Faults on Industrial Systems.
IEEE Trans. Ind. Informatics, 2016
Hybrid Hierarchical Clustering - Piecewise Aggregate Approximation, with Applications.
Int. J. Comput. Intell. Appl., 2016
An Experimental Study of Clogging Fault Diagnosis in Heat Exchangers Based on Vibration Signals.
IEEE Access, 2016
Impact of Fouling on Flow-Induced Vibration Characteristics in Fluid-Conveying Pipelines.
IEEE Access, 2016
A Short Survey on Fault Diagnosis in Wireless Sensor Networks.
Proceedings of the Wireless Internet - 9th International Conference, 2016
2015
A Review of Research on Acoustic Detection of Heat Exchanger Tube.
EAI Endorsed Trans. Ind. Networks Intell. Syst., 2015
Operational pattern analysis for predictive maintenance scheduling of industrial systems.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2015
Novelty detection based on extensions of GMMs for industrial gas turbines.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2015
Steering pulse model for vehicle lane keeping.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2015
Variational Bayesian modified adaptive mamdani fuzzy modelling for use in condition monitoring.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2015
2014
A new adaptive Mamdani-type fuzzy modeling strategy for industrial gas turbines.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
2013
Steady-state and transient operation discrimination by Variational Bayesian Gaussian Mixture Models.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2013
Sensor fault detection and diagnosis based on SOMNNs for steady-state and transient operation.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2013
Machine fault detection during transient operation using measurement denoising.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2013
2012
Applied sensor fault detection and validation using transposed input data PCA and ANNs.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2012
Sensor fault detection for industrial systems using a hierarchical clustering-based graphical user interface.
Proceedings of the IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems, 2012
Unit Operational Pattern Analysis and Forecasting Using EMD and SSA for Industrial Systems.
Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012
An Evolutionary Based Clustering Algorithm Applied to Dada Compression for Industrial Systems.
Proceedings of the Advances in Intelligent Data Analysis XI - 11th International Symposium, 2012
Sensor fault detection for industrial gas turbine system by using principal component analysis based y-distance indexes.
Proceedings of the 8th International Symposium on Communication Systems, 2012
Trend extraction based on Hilbert-Huang transform.
Proceedings of the 8th International Symposium on Communication Systems, 2012