A non-intrusive load monitoring and identification system based on cloud platform

In order to monitor the load′s running condition and identify the load′s type in real time and long distance, a non-intrusive load monitoring system and a load identification algorithm based on PCA and kNN are designed and developed. On the side of power supply inlet, operating current is sampled th...

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Bibliographic Details
Main Authors: Chen Pengxin, Zhong Sidong
Format: Article
Language:zho
Published: National Computer System Engineering Research Institute of China 2018-09-01
Series:Dianzi Jishu Yingyong
Subjects:
PCA
kNN
Online Access:http://www.chinaaet.com/article/3000090589