Parameter Estimation of Power Electronic Converters With Physics-Informed Machine Learning
Author:
Affiliation:
1. Department of Energy, Aalborg University, Aalborg, Denmark
Funder
Villum Fonden
Light-AI for Cognitive Power Electronics
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/63/9803836/09779551.pdf?arnumber=9779551
Reference28 articles.
1. Photovoltaic Panel Health Diagnostic System for Solar Power Plants
2. Fault Diagnosis of Photovoltaic Panels Using Dynamic Current–Voltage Characteristics
3. An Overview of Artificial Intelligence Applications for Power Electronics
4. Enabling Data-Driven Condition Monitoring of Power Electronic Systems With Artificial Intelligence: Concepts, Tools, and Developments
5. Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems
Cited by 38 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Temporal Modeling for Power Converters With Physics-in-Architecture Recurrent Neural Network;IEEE Transactions on Industrial Electronics;2024-11
2. Data-Driven Nonlinear Model Predictive Control for Power Sharing of Inverter-Based Resources;IEEE Transactions on Energy Conversion;2024-09
3. Physics-Informed Explainable Continual Learning on Graphs;IEEE Transactions on Neural Networks and Learning Systems;2024-09
4. Data-Light Physics-Informed Modeling for the Modulation Optimization of a Dual-Active-Bridge Converter;IEEE Transactions on Power Electronics;2024-07
5. Sensor Attack Detection and Mitigation Using Hybrid Physics Informed Neural Networks - A Real-Time Implementation for DC-DC Converter;IEEE Transactions on Industry Applications;2024-07
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3