Loi Lei Lai

Orcid: 0000-0003-4786-7931

According to our database1, Loi Lei Lai authored at least 119 papers between 1998 and 2024.

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Awards

IEEE Fellow

IEEE Fellow 2007, "For contributions to development of computational intelligence techniques to power system applications".

Timeline

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Bibliography

2024
Decentralized Grid-Forming Control Strategy for PV-Based DC Microgrids Using Finite Control Set Model Predictive Control.
IEEE Trans. Smart Grid, November, 2024

A Real-Time Fault Diagnosis Method for Grid-Side Overcurrent in Train Traction System Using Signal Time Series Feature Pattern Recognition.
IEEE Trans. Ind. Electron., April, 2024

Guest Editorial Smart Home Energy Management Based on Consumer Electronics.
IEEE Trans. Consumer Electron., February, 2024

Robust Energy Management for Multi-Microgrids Based on Distributed Dynamic Tube Model Predictive Control.
IEEE Trans. Smart Grid, January, 2024

Assessment and Mitigation of Multi-Mode Oscillations in Wind-Solar Hybrid Multi-Microgrids.
IEEE Trans. Smart Grid, 2024

Model Reduction for Grid-Forming Hybrid Renewable Energy Microgrid Clusters Based on Multi-Timescale Characterization.
IEEE Trans. Smart Grid, 2024

2023
Anchor-based multi-view subspace clustering with graph learning.
Neurocomputing, August, 2023

Memristor-Based Hierarchical Attention Network for Multimodal Affective Computing in Mental Health Monitoring.
IEEE Consumer Electron. Mag., July, 2023

Multi-level regularization-based unsupervised multi-view feature selection with adaptive graph learning.
Int. J. Mach. Learn. Cybern., May, 2023

A Framework for Several Electricity Retailers Cooperatively Implement Demand Response to Distributed Data Center.
IEEE Trans. Smart Grid, 2023

A Mechanism and Data Hybrid-Driven Method for Main Circuit Ground Fault Diagnosis in Electrical Traction System.
IEEE Trans. Ind. Electron., 2023

2022
Editorial to the Special Issue on Smart Cities Based on the Efforts of the Systems, Man, and Cybernetics Society.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Distributed Robust Model Predictive Control-Based Energy Management Strategy for Islanded Multi-Microgrids Considering Uncertainty.
IEEE Trans. Smart Grid, 2022

A Novel Data-Driven Method for Behind-the-Meter Solar Generation Disaggregation With Cross-Iteration Refinement.
IEEE Trans. Smart Grid, 2022

Arbitrary-Oriented Detection of Insulators in Thermal Imagery via Rotation Region Network.
IEEE Trans. Ind. Informatics, 2022

Hierarchical Pigeon-Inspired Optimization-Based MPPT Method for Photovoltaic Systems Under Complex Partial Shading Conditions.
IEEE Trans. Ind. Electron., 2022

2021
Special Issue on Recent Advances for Intelligence in Power and Energy Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Reliability Analyses of Wide-Area Protection System Considering Cyber-Physical System Constraints.
IEEE Trans. Smart Grid, 2021

Distributed Model Predictive Control Strategy for Islands Multimicrogrids Based on Noncooperative Game.
IEEE Trans. Ind. Informatics, 2021

Moisture Diagnosis of Transformer Oil-Immersed Insulation With Intelligent Technique and Frequency-Domain Spectroscopy.
IEEE Trans. Ind. Informatics, 2021

Cost Optimal Data Center Servers: A Voltage Scaling Approach.
IEEE Trans. Cloud Comput., 2021

A stochastic sensitivity-based multi-objective optimization method for short-term wind speed interval prediction.
Int. J. Mach. Learn. Cybern., 2021

A deep learning based hybrid method for hourly solar radiation forecasting.
Expert Syst. Appl., 2021

Optimal Energy Scheduling for Data Center With Energy Nets Including CCHP and Demand Response.
IEEE Access, 2021

Latent shared representation for multi-view subspace clustering.
Proceedings of the International Joint Conference on Neural Networks, 2021

Artificial Intelligent Techniques for Solar Energy Generation & Household Load Forecasting.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2021

2020
Impact of Cascading and Common-Cause Outages on Resilience-Constrained Optimal Economic Operation of Power Systems.
IEEE Trans. Smart Grid, 2020

Reconfigurable Distribution Network for Managing Transactive Energy in a Multi-Microgrid System.
IEEE Trans. Smart Grid, 2020

Reliability Modeling and Assessment of Cyber Space in Cyber-Physical Power Systems.
IEEE Trans. Smart Grid, 2020

Electricity Cost Minimization for Interruptible Workload in Datacenter Servers.
IEEE Trans. Serv. Comput., 2020

Low-rank matrix regression for image feature extraction and feature selection.
Inf. Sci., 2020

Latent multi-view semi-supervised classification by using graph learning.
Int. J. Wavelets Multiresolution Inf. Process., 2020

Decentralized Finite Control Set Model Predictive Control Strategy of Microgrids for Unbalanced and Harmonic Power Management.
IEEE Access, 2020

Multi-Time Scale Regional Autonomous Operation Strategy for Multi-Microgrids With Three-Phase/Single-Phase Hybrid Structure.
IEEE Access, 2020

Energy Transaction for Multi-Microgrids and Internal Microgrid Based on Blockchain.
IEEE Access, 2020

IEEE P2814 Recommended Practice on Techno-economic Metrics for Hybrid Energy and Storage Systems : IEEE P2814 Techno-economic Terminology Working Group.
Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

Optimal Sizing of Battery Energy Storage System in Smart Microgrid with Air-conditioning Resources.
Proceedings of the IEEE International Smart Cities Conference, 2020

LP-INDEX: Explore the Best Practice of LPWAN Technologies in Smart City.
Proceedings of the IEEE International Smart Cities Conference, 2020

Broken Power Strand Detection with Aerial Images: A Machine Learning based Approach.
Proceedings of the IEEE International Smart Cities Conference, 2020

Optimal Operation of Smart Buildings with Stochastic Connection of Electric Vehicles.
Proceedings of the IEEE International Smart Cities Conference, 2020

Cost Effective Energy Management of Home Energy System with Photovoltaic-Battery and Electric Vehicle.
Proceedings of the 46th Annual Conference of the IEEE Industrial Electronics Society, 2020

2019
New Appliance Detection for Nonintrusive Load Monitoring.
IEEE Trans. Ind. Informatics, 2019

Cost-Sensitive Weighting and Imbalance-Reversed Bagging for Streaming Imbalanced and Concept Drifting in Electricity Pricing Classification.
IEEE Trans. Ind. Informatics, 2019

Data-Driven Short-Term Solar Irradiance Forecasting Based on Information of Neighboring Sites.
IEEE Trans. Ind. Electron., 2019

Joint sparse matrix regression and nonnegative spectral analysis for two-dimensional unsupervised feature selection.
Pattern Recognit., 2019

A robust correlation analysis framework for imbalanced and dichotomous data with uncertainty.
Inf. Sci., 2019

Sparse discriminative least squares regression model.
Int. J. Wavelets Multiresolution Inf. Process., 2019

Virtual Storage-Based DSM With Error-Driven Prediction Modulation for Microgrids.
IEEE Access, 2019

Integrated Electricity and Natural Gas System for Day-Ahead Scheduling.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Interactive Energy Management for Networked Microgrids with Risk Aversion.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

A Review on Techno-Economics and Financing for Grid Energy Storage Systems.
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019

A Temperature Prediction Method of Valve-regulated Lead-acid Battery.
Proceedings of the 28th IEEE International Symposium on Industrial Electronics, 2019

A Novel Genetic Algorithm-based Emergent Electric Vehicle Charging Scheduling Scheme.
Proceedings of the IECON 2019, 2019

Multi-View Collaborative Representation Classification.
Proceedings of the 2019 International Conference on Machine Learning and Cybernetics, 2019

2018
Reliability Evaluation of Communication-Constrained Protection Systems Using Stochastic-Flow Network Models.
IEEE Trans. Smart Grid, 2018

Power Market Load Forecasting on Neural Network With Beneficial Correlated Regularization.
IEEE Trans. Ind. Informatics, 2018

Coordinated Dispatch of Virtual Energy Storage Systems in LV Grids for Voltage Regulation.
IEEE Trans. Ind. Informatics, 2018

Semi-supervised graph-based retargeted least squares regression.
Signal Process., 2018

Sparse structural feature selection for multitarget regression.
Knowl. Based Syst., 2018

A constrained least squares regression model.
Inf. Sci., 2018

A collaborative-competitive representation based classifier model.
Neurocomputing, 2018

Graph-based multiple rank regression for image classification.
Neurocomputing, 2018

DecompositionJ: Parallel and Deterministic Simulation of Concurrent Java Executions in Cyber-Physical Systems.
IEEE Access, 2018

Co-Simulation of Distributed Smart Grid Software Using Direct-Execution Simulation.
IEEE Access, 2018

A Humans' Status Detection Scheme for Industrial Safety.
Proceedings of the 27th IEEE International Symposium on Industrial Electronics, 2018

Load Forecasting based on Deep Long Short-term Memory with Consideration of Costing Correlated Factor.
Proceedings of the 16th IEEE International Conference on Industrial Informatics, 2018

Joint Collaborative Representation and Discriminative Projection for Pattern Classification.
Proceedings of the 14th International Conference on Computational Intelligence and Security, 2018

2017
Guest Editorial Special Section on Emerging Informatics for Risk Hedging and Decision Making in Smart Grids.
IEEE Trans. Ind. Informatics, 2017

Robust subspace learning method for hyperspectral image classification.
Int. J. Wavelets Multiresolution Inf. Process., 2017

A time-synchronized ZigBee building network for smart water management.
Proceedings of the 15th IEEE International Conference on Industrial Informatics, 2017

A Generalized Discriminative Least Squares Regression Model.
Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

2016
Guest Editorial Enabling Technologies and Methodologies for Knowledge Discovery and Data Mining in Smart Grids.
IEEE Trans. Ind. Informatics, 2016

Risk-Based Power System Security Analysis Considering Cascading Outages.
IEEE Trans. Ind. Informatics, 2016

Interference-Mitigated ZigBee-Based Advanced Metering Infrastructure.
IEEE Trans. Ind. Informatics, 2016

Modeling and simulating communications of Multiagent Systems in Smart Grid.
Proceedings of the 2016 IEEE International Conference on Smart Grid Communications, 2016

Chance constrained programming based optimal network reconfiguration in smart grid.
Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

A novel probabilistic approach for evaluating fault ride-through capability of wind generation.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2016

2015
Novel Active Time-Based Demand Response for Industrial Consumers in Smart Grid.
IEEE Trans. Ind. Informatics, 2015

A Speedy Cardiovascular Diseases Classifier Using Multiple Criteria Decision Analysis.
Sensors, 2015

Comparison between Probabilistic Optimal Power Flow and Probabilistic Power Flow with Carbon Emission Consideration.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

A Novel Load Shedding Strategy Combining Undervoltage and Underfrequency with Considering of High Penetration of Wind Energy.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Application of Big Data in Smart Grid.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

A Novel Network Partitioning Approach in Smart Grid Environment.
Proceedings of the 2015 IEEE International Conference on Systems, 2015

Security constrained unit commitment-based power system dispatching with plug-in hybrid electric vehicles.
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

An overview on wind power forecasting methods.
Proceedings of the 2015 International Conference on Machine Learning and Cybernetics, 2015

2014
A model of Demand Response scheduling for cement plant.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Design a co-simulation platform for power system and communication network.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Smart grid and renewable for energy security in China.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Machine learning class with automatic learning materials.
Proceedings of the 2014 International Conference on Machine Learning and Cybernetics, 2014

2013
A Coreless Electric Current Sensor With Circular Conductor Positioning Calibration.
IEEE Trans. Instrum. Meas., 2013

A Novel Automatic Load Shedding Scheme to Improve Survivability of Distribution Networks.
Proceedings of the IEEE International Conference on Systems, 2013

Agent-Based Modeling and Neural Network for Residential Customer Demand Response.
Proceedings of the IEEE International Conference on Systems, 2013

Design and Application of Smart Metering System for Micro Grid.
Proceedings of the IEEE International Conference on Systems, 2013

The development of a smart grid co-simulation platform and case study on Vehicle-to-Grid voltage support application.
Proceedings of the IEEE Fourth International Conference on Smart Grid Communications, 2013

ZigBee mobility management for Multipurpose Patient Monitoring system.
Proceedings of the IECON 2013, 2013

Methodology for cost benefit analysis of smart grid used in decision support.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

Interval-gap-based logistics time ontology modeling and validation for Decision Support.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

Investigation on July 2012 Indian blackout.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2013

2012
Compact Image Representation Model Based on Both nCRF and Reverse Control Mechanisms.
IEEE Trans. Neural Networks Learn. Syst., 2012

Hybrid Wavelet and Hilbert Transform With Frequency-Shifting Decomposition for Power Quality Analysis.
IEEE Trans. Instrum. Meas., 2012

New trends for Decision Support Systems.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Monitoring system for smart grid.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

Short-term hydro-thermal scheduling with Artificial Bee Colony.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2012

2011
Creating Efficient Visual Codebook Ensembles for Object Categorization.
IEEE Trans. Syst. Man Cybern. Part A, 2011

A Multiple-Sessions Interactive Computer-Based Learning Tool for Ability Cultivation in Circuit Simulation.
IEEE Trans. Educ., 2011

Challenges to implementing distributed generation in area electric power system.
Proceedings of the IEEE International Conference on Systems, 2011

DG islanding operation detection methods in combination of harmonics protection schemes.
Proceedings of the 2nd IEEE PES International Conference and Exhibition on "Innovative Smart Grid Technologies", 2011

Simple intelligent 3-phase power quality detecting framework for microgrid.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

Feasibility study of a smart car.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2011

2010
Hybrid Bacteria Foraging-DE based algorithm for Economic Load Dispatch with non-convex loads.
Proceedings of the International Conference on Machine Learning and Cybernetics, 2010

2009
GA Tuned Differential Evolution for Economic Load Dispatch with Non-convex Cost Function.
Proceedings of the IEEE International Conference on Systems, 2009

Available Transfer Capability Evaluation Based on Extended Blind Number.
Proceedings of the IEEE International Conference on Systems, 2009

2008
A New Fuzzy Neural Network Strategy of insulators Contamination Detection for Power System Transmission Line.
Int. J. Pattern Recognit. Artif. Intell., 2008

2007
Wavelet-Based Algorithm for Signal Analysis.
EURASIP J. Adv. Signal Process., 2007

Continuous space optimized artificial ant colony for real- time typhoon eye tracking.
Proceedings of the IEEE International Conference on Systems, 2007

2006
Transmission Loss Reduction Based on FACTS and Bacteria Foraging Algorithm.
Proceedings of the Parallel Problem Solving from Nature, 2006

2005
A Knowledge-based Creation of Mathematical Programming for GIS Problem Solving.
Ann. GIS, 2005

Location of Tropical Cyclone Center with Intelligent Image Processing Technique.
Proceedings of the Advances in Machine Learning and Cybernetics, 2005

1998
Object-Oriented Genetic Algorithm Based Artificial Neural Network for Load Forecasting.
Proceedings of the Simulated Evolution and Learning, 1998


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