INCORPORATING TIME-OF-DAY USAGE PATTERNS INTO NON-INTRUSIVE LOAD MONITORING

被引：0
|
作者：
Dinesh, Chinthaka [1 ]
Makonin, Stephen [1 ]
Bajic, Ivan V. [1 ]
机构：
[1] Simon Fraser Univ, Sch Engn Sci, Burnaby, BC, Canada
来源：
2017 IEEE GLOBAL CONFERENCE ON SIGNAL AND INFORMATION PROCESSING (GLOBALSIP 2017) | 2017年
关键词：
non-intrusive load monitoring (NILM); time-of-day usage; smart grid; load disaggregation; graph spectral representation;
D O I：
暂无
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：
Understanding appliance power consumption can help occupants optimize their power consumption behaviour. One popular class of methods for determining appliance power consumption is known as non-intrusive load monitoring (NILM). This paper shows how to incorporate time-of-day appliance usage patterns into a recent NILM method, resulting in both improved accuracy and reduction in computational complexity.
引用
收藏
页码：1110 / 1114
页数：5
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