SmartM: A Non-intrusive Load Monitoring Platform

Xiufeng Liu*, Simon Bolwig, Per Sieverts Nielsen

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedingsResearchpeer-review

Abstract

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.
Original languageEnglish
Title of host publicationInternational Conference on Business Information Systems
Publication date2019
Pages424-434
DOIs
Publication statusPublished - 2019
SeriesBusiness Information Systems Workshops
SeriesLecture Notes in Business Information Processing
Volume373
ISSN1865-1348

Cite this

Liu, X., Bolwig, S., & Nielsen, P. S. (2019). SmartM: A Non-intrusive Load Monitoring Platform. In International Conference on Business Information Systems (pp. 424-434). Business Information Systems Workshops, Lecture Notes in Business Information Processing, Vol.. 373 https://doi.org/10.1007/978-3-030-36691-9_36