SmartM: A Non-intrusive Load Monitoring Platform

被引：2

作者：

Liu, Xiufeng ^{[1
]}

Bolwig, Simon ^{[1
]}

Nielsen, Per Sieverts ^{[1
]}

机构：

[1] Tech Univ Denmark, DK-2800 Lyngby, Denmark

来源：

BUSINESS INFORMATION SYSTEMS WORKSHOPS, BIS 2019 | 2019年 / 373卷

关键词：

Non-intrusive load monitoring; Disaggregation; Platform; Data set; OCCUPANCY;

D O I：

10.1007/978-3-030-36691-9_36

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Real-time energy consumption monitoring is becoming increasingly important in smart energy management as it provides the opportunity for novel applications through data analytics, including anomaly detection, energy leakage, and theft. This paper presents a smart non-intrusive load monitoring approach for residential households, collecting fine-grained energy consumption data and disaggregating the data of appliances. The paper describes the implementation of the monitoring system, the data set, load disaggregation, and the challenges for future work.

引用

页码：424 / 434

页数：11

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