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

Liu, Qi; Lu, Min; Liu, Xiaodong; Linge, Nigel

Abstract

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.

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

• Presentation Conference Type: Conference Paper (Published)
• Conference Name: The 2nd International Conference on Cloud Computing and Security
• Start Date: Jul 29, 2016
• End Date: Jul 31, 2016
• Acceptance Date: May 1, 2016
• Online Publication Date: Nov 1, 2016
• Publication Date: 2016
• Deposit Date: Jan 30, 2017
• Electronic ISSN: 1611-3349
• Publisher: Springer
• Pages: 254-263
• Series Title: Lecture Notes in Computer Science
• Series ISSN: 0302-9743
• Book Title: Cloud Computing and Security
• ISBN: 9783319486734; 9783319486741
• DOI: https://doi.org/10.1007/978-3-319-48674-1_23
• Keywords: NILM, system framework, challenge, public data set,
• Public URL: http://researchrepository.napier.ac.uk/Output/451286