Non-intrusive load monitoring and its challenges in a NILM system framework.
IJHPCN(2019)
摘要
With the increasing of energy demand and electricity price, researchers show more and more interest in residential load monitoring. In order to feed back the individual appliance's energy consumption instead of the whole-house energy consumption, non-intrusive load monitoring (NILM) is a good choice for residents to respond to the time-of-use price and achieve electricity saving. In this paper, we discuss the system framework of NILM and analyse the challenges in every module. Besides, we study and compare the public datasets and accuracy metrics of non-intrusive load monitoring techniques.
更多查看译文
关键词
non-intrusive load monitoring,data acquisition,event detection,feature extraction,load disaggregation
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络