Spatio-Temporal Graph Convolutional Neural Networks for Physics-Aware Grid Learning Algorithms
Author:
Affiliation:
1. Department of Electrical and Computer Engineering, Cornell Tech, Cornell University, New York City, NY, USA
2. Energy Technologies Area, Lawrence Berkeley National Laboratory, Berkeley, CA, USA
Funder
National Science Foundation
Director, Cybersecurity, Energy Security, and Emergency Response, Cybersecurity for Energy Delivery Systems Program, of the U.S. Department of Energy
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
General Computer Science
Link
https://ieeexplore.ieee.org/ielam/5165411/10226523/10025850-aam.pdf
Reference43 articles.
1. State Estimation in Electric Power Systems Leveraging Graph Neural Networks
2. Graph Neural Networks: Architectures, Stability, and Transferability
3. Real-Time Power System State Estimation and Forecasting via Deep Unrolled Neural Networks
4. Geometric Deep Learning: Going beyond Euclidean data
5. Forecasting-Aided State Estimation—Part II: Implementation
Cited by 12 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. PowerFlowNet: Power flow approximation using message passing Graph Neural Networks;International Journal of Electrical Power & Energy Systems;2024-09
2. ST-AGNet: Dynamic power system state prediction with spatial–temporal attention graph-based network;Applied Energy;2024-07
3. Spatiotemporal Graph Convolutional Neural Network-Based Forecasting-Aided State Estimation Using Synchrophasors;IEEE Internet of Things Journal;2024-05-01
4. Hierarchical RNNs with graph policy and attention for drone swarm;Journal of Computational Design and Engineering;2024-03-06
5. Application and progress of artificial intelligence technology in the field of distribution network voltage Control:A review;Renewable and Sustainable Energy Reviews;2024-03
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