Yan Xu
Orcid: 0000-0002-0503-183XAffiliations:
- Nanyang Technological University, School of Electrical and Electronic Engineering, Singapore
- University of Sydney, School of Electrical and Information Engineering, NSW, Australia (former)
- University of Newcastle, Centre for Intelligent Electricity Networks (CIEN), Callaghan, NSW, Australia (PhD 2013)
According to our database1,
Yan Xu
authored at least 123 papers
between 2012 and 2024.
Collaborative distances:
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Bibliography
2024
Technique of Feature Extraction Based on Interpretation Analysis for Multilabel Learning in Nonintrusive Load Monitoring With Multiappliance Circumstances.
IEEE Trans. Ind. Informatics, April, 2024
SecFedSA: A Secure Differential-Privacy-Based Federated Learning Approach for Smart Cyber-Physical Grid Stability Assessment.
IEEE Internet Things J., February, 2024
IEEE Trans. Smart Grid, January, 2024
Multi-Agent Safe Graph Reinforcement Learning for PV Inverters-Based Real-Time Decentralized Volt/Var Control in Zoned Distribution Networks.
IEEE Trans. Smart Grid, January, 2024
A Dimensional Augmentation-Based Data-Driven Method for Detecting False Data Injection in Smart Meters.
IEEE Trans. Smart Grid, January, 2024
A Transfer Learning-Based Method for Cyber-Attack Tolerance in Distributed Control of Microgrids.
IEEE Trans. Smart Grid, 2024
Blockchain-Enabled Cyber-Resilience Enhancement Framework of Microgrid Distributed Secondary Control Against False Data Injection Attacks.
IEEE Trans. Smart Grid, 2024
A Transferrable and Noise-Tolerant Data-Driven Method for Open-Circuit Fault Diagnosis of Multiple Inverters in a Microgrid.
IEEE Trans. Ind. Electron., 2024
On Credibility of Adversarial Examples Against Learning-Based Grid Voltage Stability Assessment.
IEEE Trans. Dependable Secur. Comput., 2024
QFDSA: A Quantum-Secured Federated Learning System for Smart Grid Dynamic Security Assessment.
IEEE Internet Things J., 2024
2023
EFedDSA: An Efficient Differential Privacy-Based Horizontal Federated Learning Approach for Smart Grid Dynamic Security Assessment.
IEEE J. Emerg. Sel. Topics Circuits Syst., September, 2023
A Bilevel Graph Reinforcement Learning Method for Electric Vehicle Fleet Charging Guidance.
IEEE Trans. Smart Grid, July, 2023
Sensitivity Region-Based Optimization for Maximizing Renewable Generation Hosting Capacity of an Islanded Microgrid.
IEEE Trans. Smart Grid, July, 2023
IEEE Trans. Smart Grid, May, 2023
An Imbalance-Status-Enabled Autonomous Global Power-Sharing Scheme for Solid-State Transformer Interconnected Hybrid AC/DC Microgrids.
IEEE Trans. Smart Grid, May, 2023
Cyber-Resilient Control of an Islanded Microgrid Under Latency Attacks and Random DoS Attacks.
IEEE Trans. Ind. Informatics, April, 2023
A Graph Reinforcement Learning-Based Decision-Making Platform for Real-Time Charging Navigation of Urban Electric Vehicles.
IEEE Trans. Ind. Informatics, March, 2023
An athlete-referee dual learning system for real-time optimization with large-scale complex constraints.
Knowl. Based Syst., 2023
A Universal Defense Strategy for Data-Driven Power System Stability Assessment Models Under Adversarial Examples.
IEEE Internet Things J., 2023
Deep learning based on Transformer architecture for power system short-term voltage stability assessment with class imbalance.
CoRR, 2023
Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023
2022
A Transfer Learning Method for Forecasting Masked-Load With Behind-the-Meter Distributed Energy Resources.
IEEE Trans. Smart Grid, 2022
Multi-Objective Hierarchically-Coordinated Volt/Var Control for Active Distribution Networks With Droop-Controlled PV Inverters.
IEEE Trans. Smart Grid, 2022
IEEE Trans. Smart Grid, 2022
Vulnerability Analysis, Robustness Verification, and Mitigation Strategy for Machine Learning-Based Power System Stability Assessment Model Under Adversarial Examples.
IEEE Trans. Smart Grid, 2022
Multi-Stage Real-Time Operation of a Multi-Energy Microgrid With Electrical and Thermal Energy Storage Assets: A Data-Driven MPC-ADP Approach.
IEEE Trans. Smart Grid, 2022
A Learning-Based Method for Speed Sensor Fault Diagnosis of Induction Motor Drive Systems.
IEEE Trans. Instrum. Meas., 2022
A Multiagent Quantum Deep Reinforcement Learning Method for Distributed Frequency Control of Islanded Microgrids.
IEEE Trans. Control. Netw. Syst., 2022
Robustness Verification for Machine-Learning-Based Power System Dynamic Security Assessment Models Under Adversarial Examples.
IEEE Trans. Control. Netw. Syst., 2022
Optimal sizing of Battery Energy Storage Systems for self-consumption in Urban Micro-grids.
Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2022
Harnessing Resource and Demand Flexibility for Energy Management in Urban Micro-grids.
Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2022
Distribution Network Characterization for Ancillary Service Provision: Frequency Response through Voltage Control.
Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2022
A Review of Machine Learning Applications for Li-Ion Battery State Estimation in Electric Vehicles.
Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2022
Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2022
A Cumulative Modified Weibull Model for Transformer Reliability Analysis Considering Environmental and Operational Factors.
Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2022
A Comprehensive Literature Review for Optimal Planning of Distributed Energy Resources in Distribution Grids.
Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2022
2021
Vulnerability Assessment of Deep Reinforcement Learning Models for Power System Topology Optimization.
IEEE Trans. Smart Grid, 2021
Real-Time Coupling of Geographically Distributed Research Infrastructures: Taxonomy, Overview, and Real-World Smart Grid Applications.
IEEE Trans. Smart Grid, 2021
Risk-Averse Coordinated Operation of a Multi-Energy Microgrid Considering Voltage/Var Control and Thermal Flow: An Adaptive Stochastic Approach.
IEEE Trans. Smart Grid, 2021
Data-Driven Game-Based Pricing for Sharing Rooftop Photovoltaic Generation and Energy Storage in the Residential Building Cluster Under Uncertainties.
IEEE Trans. Ind. Informatics, 2021
A Distributed Control Scheme of Microgrids in Energy Internet Paradigm and Its Multisite Implementation.
IEEE Trans. Ind. Informatics, 2021
A Hierarchical Data-Driven Method for Event-Based Load Shedding Against Fault-Induced Delayed Voltage Recovery in Power Systems.
IEEE Trans. Ind. Informatics, 2021
Optimal Stochastic Deployment of Heterogeneous Energy Storage in a Residential Multienergy Microgrid With Demand-Side Management.
IEEE Trans. Ind. Informatics, 2021
Distributed Resilient Control for Energy Storage Systems in Cyber-Physical Microgrids.
IEEE Trans. Ind. Informatics, 2021
Augmented Convolutional Network for Wind Power Prediction: A New Recurrent Architecture Design With Spatial-Temporal Image Inputs.
IEEE Trans. Ind. Informatics, 2021
Cyber-Resilient Cooperative Control of Bidirectional Interlinking Converters in Networked AC/DC Microgrids.
IEEE Trans. Ind. Electron., 2021
A Distributed Hierarchical Control Framework in Islanded Microgrids and Its Agent-Based Design for Cyber-Physical Implementations.
IEEE Trans. Ind. Electron., 2021
Deception Attack Detection of Isolated DC Microgrids Under Consensus- Based Distributed Voltage Control Architecture.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2021
Proceedings of the IEEE Industry Applications Society Annual Meeting, 2021
Understanding Credibility of Adversarial Examples against Smart Grid: A Case Study for Voltage Stability Assessment.
Proceedings of the e-Energy '21: The Twelfth ACM International Conference on Future Energy Systems, Virtual Event, Torino, Italy, 28 June, 2021
2020
A Hierarchical and Flexible Data-Driven Method for Online State-of-Health Estimation of Li-Ion Battery.
IEEE Trans. Veh. Technol., 2020
State-of-Health Estimation and Remaining-Useful-Life Prediction for Lithium-Ion Battery Using a Hybrid Data-Driven Method.
IEEE Trans. Veh. Technol., 2020
Robust Operation of Shipboard Microgrids With Multiple-Battery Energy Storage System Under Navigation Uncertainties.
IEEE Trans. Veh. Technol., 2020
Toward Future Green Maritime Transportation: An Overview of Seaport Microgrids and All-Electric Ships.
IEEE Trans. Veh. Technol., 2020
Multi-Objective Adaptive Robust Voltage/VAR Control for High-PV Penetrated Distribution Networks.
IEEE Trans. Smart Grid, 2020
Hierarchically-Coordinated Voltage/VAR Control of Distribution Networks Using PV Inverters.
IEEE Trans. Smart Grid, 2020
A Distributed and Robust Energy Management System for Networked Hybrid AC/DC Microgrids.
IEEE Trans. Smart Grid, 2020
A Multi-Agent Reinforcement Learning-Based Data-Driven Method for Home Energy Management.
IEEE Trans. Smart Grid, 2020
Peer-to-Peer Control for Networked Microgrids: Multi-Layer and Multi-Agent Architecture Design.
IEEE Trans. Smart Grid, 2020
Distributed Adaptive Robust Voltage/VAR Control With Network Partition in Active Distribution Networks.
IEEE Trans. Smart Grid, 2020
Robust Coordination of a Hybrid AC/DC Multi-Energy Ship Microgrid With Flexible Voyage and Thermal Loads.
IEEE Trans. Smart Grid, 2020
Multitimescale Coordinated Adaptive Robust Operation for Industrial Multienergy Microgrids With Load Allocation.
IEEE Trans. Ind. Informatics, 2020
A Distributed Dual Consensus ADMM Based on Partition for DC-DOPF With Carbon Emission Trading.
IEEE Trans. Ind. Informatics, 2020
A Robust Droop-Based Autonomous Controller for Decentralized Power Sharing in DC Microgrid Considering Large-Signal Stability.
IEEE Trans. Ind. Informatics, 2020
A Data-Driven Method for IGBT Open-Circuit Fault Diagnosis Based on Hybrid Ensemble Learning and Sliding-Window Classification.
IEEE Trans. Ind. Informatics, 2020
A Hybrid Randomized Learning System for Temporal-Adaptive Voltage Stability Assessment of Power Systems.
IEEE Trans. Ind. Informatics, 2020
A dual objective approach for aggregator managed demand side management (DSM) in cloud based cyber physical smart distribution system.
Future Gener. Comput. Syst., 2020
Co-optimisation and Settlement of Power-Gas Coupled System in Day-ahead Market under Multiple Uncertainties.
CoRR, 2020
A Linear Integer Programming Model for Fault Diagnosis in Active Distribution Systems With Bi-Directional Fault Monitoring Devices Installed.
IEEE Access, 2020
A Hybrid Prediction Model for Damage Warning of Power Transmission Line Under Typhoon Disaster.
IEEE Access, 2020
Structure-Preservation Model Aggregation for Two-Stage Inverters Based Large-Scale Photovoltaic System.
IEEE Access, 2020
Cause, Classification of Voltage Sag, and Voltage Sag Emulators and Applications: A Comprehensive Overview.
IEEE Access, 2020
A Distributed Secondary-Tertiary Coordinated Control Framework for Islanded Microgrids.
Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020
A Distributed Control in Islanded DC Microgrid based on Multi-Agent Deep Reinforcement Learning.
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020
A Cyber-Resilience Enhancement Method for Network Controlled Microgrid against Denial of Service Attack.
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020
Towards City-integrated Distributed Generation: Platform for Interconnected Micro-grid Operation (PRIMO).
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020
2019
Two-Step Multi-Objective Management of Hybrid Energy Storage System in All-Electric Ship Microgrids.
IEEE Trans. Veh. Technol., 2019
A Missing-Data Tolerant Method for Data-Driven Short-Term Voltage Stability Assessment of Power Systems.
IEEE Trans. Smart Grid, 2019
Robustly Coordinated Operation of a Multi-Energy Microgrid With Flexible Electric and Thermal Loads.
IEEE Trans. Smart Grid, 2019
Real-Time Assessment of Fault-Induced Delayed Voltage Recovery: A Probabilistic Self-Adaptive Data-Driven Method.
IEEE Trans. Smart Grid, 2019
Three-Stage Robust Inverter-Based Voltage/Var Control for Distribution Networks With High-Level PV.
IEEE Trans. Smart Grid, 2019
Aggregated Energy Storage for Power System Frequency Control: A Finite-Time Consensus Approach.
IEEE Trans. Smart Grid, 2019
Optimal Skeleton-Network Restoration Considering Generator Start-Up Sequence and Load Pickup.
IEEE Trans. Smart Grid, 2019
Comprehensive Congestion Management for Distribution Networks Based on Dynamic Tariff, Reconfiguration, and Re-Profiling Product.
IEEE Trans. Smart Grid, 2019
IEEE Trans. Smart Grid, 2019
A Hierarchical Self-Adaptive Data-Analytics Method for Real-Time Power System Short-Term Voltage Stability Assessment.
IEEE Trans. Ind. Informatics, 2019
Optimal Distributed Control for Secondary Frequency and Voltage Regulation in an Islanded Microgrid.
IEEE Trans. Ind. Informatics, 2019
Real-Time Identification of Power Fluctuations Based on LSTM Recurrent Neural Network: A Case Study on Singapore Power System.
IEEE Trans. Ind. Informatics, 2019
IEEE Trans. Ind. Informatics, 2019
An Intelligent Time-Adaptive Data-Driven Method for Sensor Fault Diagnosis in Induction Motor Drive System.
IEEE Trans. Ind. Electron., 2019
Multiobjective Coordinated Scheduling of Energy and Flight for Hybrid Electric Unmanned Aircraft Microgrids.
IEEE Trans. Ind. Electron., 2019
A Mixed-Integer SDP Solution Approach to Distributionally Robust Unit Commitment with Second Order Moment Constraints.
CoRR, 2019
A Global Solution Method for Decentralized Multi-Area SCUC and Savings Allocation Based on MILP Value Functions.
CoRR, 2019
2018
Multiobjective Generation Portfolio of Hybrid Energy Generating Station for Mobile Emergency Power Supplies.
IEEE Trans. Smart Grid, 2018
Robust Coordination of Distributed Generation and Price-Based Demand Response in Microgrids.
IEEE Trans. Smart Grid, 2018
Faster Detection of Microgrid Islanding Events Using an Adaptive Ensemble Classifier.
IEEE Trans. Smart Grid, 2018
A Two-Layer Energy Management System for Microgrids With Hybrid Energy Storage Considering Degradation Costs.
IEEE Trans. Smart Grid, 2018
Time-Delay Stability Analysis for Hybrid Energy Storage System With Hierarchical Control in DC Microgrids.
IEEE Trans. Smart Grid, 2018
A Robust Load Frequency Control Scheme for Power Systems Based on Second-Order Sliding Mode and Extended Disturbance Observer.
IEEE Trans. Ind. Informatics, 2018
Noncooperative Game-Based Distributed Charging Control for Plug-In Electric Vehicles in Distribution Networks.
IEEE Trans. Ind. Informatics, 2018
2017
Robust Transient Stability-Constrained Optimal Power Flow With Uncertain Dynamic Loads.
IEEE Trans. Smart Grid, 2017
Intelligent Early Warning of Power System Dynamic Insecurity Risk: Toward Optimal Accuracy-Earliness Tradeoff.
IEEE Trans. Ind. Informatics, 2017
Robust Security Constrained-Optimal Power Flow Using Multiple Microgrids for Corrective Control of Power Systems Under Uncertainty.
IEEE Trans. Ind. Informatics, 2017
Multiple Perspective-Cuts Outer Approximation Method for Risk-Averse Operational Planning of Regional Energy Service Providers.
IEEE Trans. Ind. Informatics, 2017
Risk-Averse Energy Trading in Multienergy Microgrids: A Two-Stage Stochastic Game Approach.
IEEE Trans. Ind. Informatics, 2017
Proceedings of the 2017 IEEE Innovative Smart Grid Technologies - Asia, 2017
Demand response-based preventive-corrective control against short-term voltage instability in power systems.
Proceedings of the 2017 IEEE Innovative Smart Grid Technologies - Asia, 2017
2016
Cloud-Based Information Infrastructure for Next-Generation Power Grid: Conception, Architecture, and Applications.
IEEE Trans. Smart Grid, 2016
Assessing Short-Term Voltage Stability of Electric Power Systems by a Hierarchical Intelligent System.
IEEE Trans. Neural Networks Learn. Syst., 2016
IEEE Trans. Ind. Informatics, 2016
Rational and self-adaptive evolutionary extreme learning machine for electricity price forecast.
Memetic Comput., 2016
An efficient approach for robust SCOPF considering load and renewable power uncertainties.
Proceedings of the Power Systems Computation Conference, 2016
A composite sensitivity factor based method for networked distributed generation planning.
Proceedings of the Power Systems Computation Conference, 2016
2015
Electric Vehicle Route Optimization Considering Time-of-Use Electricity Price by Learnable Partheno-Genetic Algorithm.
IEEE Trans. Smart Grid, 2015
Advanced Pattern Discovery-based Fuzzy Classification Method for Power System Dynamic Security Assessment.
IEEE Trans. Ind. Informatics, 2015
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015
2014
Power system fault diagnosis based on history driven differential evolution and stochastic time domain simulation.
Inf. Sci., 2014
A decision tree-based on-line preventive control strategy for power system transient instability prevention.
Int. J. Syst. Sci., 2014
2013
Extreme learning machine-based predictor for real-time frequency stability assessment of electric power systems.
Neural Comput. Appl., 2013
IEEE Intell. Syst., 2013
2012
An Intelligent Dynamic Security Assessment Framework for Power Systems With Wind Power.
IEEE Trans. Ind. Informatics, 2012