AI in Power Electronics Research

Investigating the applications of artificial intelligence in power electronics, this cluster studies machine learning techniques for managing power systems and improving control strategies. Key research areas include system optimization and predictive analysis.

artificial intelligence
power electronics
machine learning
system optimization
control strategies

5,222 papers

Parent topic: Advanced Energy and Power Systems

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Papers Over Time

1960197019801990200020102020

Top Papers

An Overview Of Artificial Intelligence Applications For Power Electronics

2021 · 512 citations

Assessment Of The Incremental Conductance Maximum Power Point Tracking Algorithm

2013 · 418 citations

Machine Learning Driven Smart Electric Power Systems: Current Trends And New Perspectives

2020 · 268 citations

Battery Thermal- And Health-Constrained Energy Management For Hybrid Electric Bus Based On Soft Actor-Critic DRL Algorithm

2021 · 223 citations

Design Considerations Of A Centralized Load Controller Using Thermostatically Controlled Appliances For Continuous Regulation Reserves

2013 · 222 citations

State-of-charge Estimation For Battery Management System Using Optimized Support Vector Machine For Regression

2014 · 219 citations

Detection And Classification Of Power Quality Disturbances Using Double Resolution S-Transform And DAG-SVMs

2016 · 201 citations

Nonintrusive Load Monitoring And Diagnostics In Power Systems

2008 · 199 citations

Power Management Of An Isolated Hybrid AC/DC Micro‐Grid With Fuzzy Control Of Battery Banks

2015 · 188 citations

Supercapacitor Management System: A Comprehensive Review Of Modeling, Estimation, Balancing, And Protection Techniques

2022 · 188 citations

Transformer Network For Remaining Useful Life Prediction Of Lithium-Ion Batteries

2022 · 175 citations

Live, Runtime Phase Monitoring And Prediction On Real Systems With Application To Dynamic Power Management

2006 · 157 citations

A New Measurement Method For Power Signatures Of Nonintrusive Demand Monitoring And Load Identification

2012 · 157 citations

Non-Intrusive Load Monitoring By Voltage–Current Trajectory Enabled Transfer Learning

2019 · 156 citations

Optimal Constrained Self-Learning Battery Sequential Management In Microgrid Via Adaptive Dynamic Programming

2017 · 152 citations

Combined VMD-SVM Based Feature Selection Method For Classification Of Power Quality Events

2016 · 139 citations

Real-Time Identification Of Dynamic Events In Power Systems Using PMU Data, And Potential Applications—Models, Promises, And Challenges

2017 · 139 citations

State-of-the-art Of Controllers And Soft Computing Techniques For Regulated Load Frequency Management Of Single/Multi-Area Traditional And Renewable Energy Based Power Systems

2020 · 133 citations

Hidden Markov Model Based Principal Component Analysis For Intelligent Fault Diagnosis Of Wind Energy Converter Systems

2020 · 131 citations

Dynamic Power Management

1998 · 128 citations