Incorporating Non-Intrusive Load Monitoring Into Building Level Demand Response

被引：70
|
作者：
He, Dawei [1 ]
Lin, Weixuan [2 ]
Liu, Nan [1 ]
Harley, Ronald. G. [1 ]
Habetler, Thomas. G. [1 ]
机构：
[1] Georgia Inst Technol, Sch Elect & Comp Engn, Atlanta, GA 30332 USA
[2] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
来源：
IEEE TRANSACTIONS ON SMART GRID | 2013年 / 4卷 / 04期
关键词：
Bi-level structure; demand response; load disaggregation; load identification; nonintrusive appliance load monitoring;
D O I：
10.1109/TSG.2013.2258180
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
This paper brings the application of non-intrusive load monitoring (NILM) into demand response (DR). NILM is usually applied to identify the major loads in buildings, which is very promising in meeting the load monitoring requirements of demand response. Unlike the traditional approach of NILM in energy auditing, a new NILM system for DR is established based on a comprehensive analysis on the requirement of demand response. The new system is designed from both hardware and software aspects with a more practical load space and a more explicit measuring criteria. The ultimate goal of this paper is to pave the road for the future researchers to work in NILM for demand response.
引用
收藏
页码：1870 / 1877
页数：8
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