An Introduction of Non-intrusive Load Monitoring and Its Challenges in System Framework

Research Output

With the increasing of energy demand and electricity price, researchers gain more and more interest among the 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 the time-of-use price and achieve electricity saving. In this paper, we discuss the system framework of NILM and analyze the challenges in every module. Besides, we study and compare the public data sets and recent approaches to non-intrusive load monitoring techniques.

Date:

01 November 2016
Publication Status:

Published
Publisher

Springer Nature
DOI:

10.1007/978-3-319-48674-1_23
Library of Congress:

QA75 Electronic computers. Computer science
Dewey Decimal Classification:

004 Data processing & computer science

http://researchrepository.napier.ac.uk/output/451286 <p>Liu, Q., Lu, M., Liu, X., & Linge, N. (2016). An Introduction of Non-intrusive Load Monitoring and Its Challenges in System Framework. In <i>Cloud Computing and Security</i>. , (254-263). https://doi.org/10.1007/978-3-319-48674-1_23</p>

Citation

Liu, Q., Lu, M., Liu, X., & Linge, N. (2016). An Introduction of Non-intrusive Load Monitoring and Its Challenges in System Framework. In Cloud Computing and Security. , (254-263). https://doi.org/10.1007/978-3-319-48674-1_23