Edge-Based NILM System with MDMR Filter-Based Feature Selection
Author:
Affiliation:
1. Southeast University,School of Electrical Engineering,Nanjing,China
2. State Grid Jiangsu Electric Power Company,Nanjing,China
Funder
National Key Research and Development Program of China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9845798/9845816/09846688.pdf?arnumber=9846688
Reference17 articles.
1. A Feature Reduction Strategy For Enabling Lightweight Non-Intrusive Load Monitoring On Edge Devices
2. Trimming Feature Extraction and Inference for MCU-Based Edge NILM: A Systematic Approach
3. Toward integrating feature selection algorithms for classification and clustering;liu;IEEE Trans Knowl Data Eng,2005
4. Building an Intrusion Detection System Using a Filter-Based Feature Selection Algorithm
5. SVM-RFE With MRMR Filter for Gene Selection
Cited by 5 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. Electricity Theft Detection for Smart Homes: Harnessing the Power of Machine Learning With Real and Synthetic Attacks;IEEE Access;2024
2. Performance-Aware NILM Model Optimization for Edge Deployment;IEEE Transactions on Green Communications and Networking;2023-09
3. Detection of Electric Bicycle Indoor Charging for Electrical Safety: A NILM Approach;IEEE Transactions on Smart Grid;2023-09
4. Neural Load Disaggregation: Meta-Analysis, Federated Learning and Beyond;Energies;2023-01-16
5. OPT-NILM: An Iterative Prior-to-Full-Training Pruning Approach for Cost-Effective User Side Energy Disaggregation;IEEE Transactions on Consumer Electronics;2023
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