Development of site-specific non-intrusive load monitoring for maximum demand control
Azharudin Mukhtaruddin, Fakroul Ridzuan Hashim, Mat Kamil Awang, Husin Mamat, Hafizi Zakaria
Abstract
Demand-side load management (DSM) requires greater role-play by end-users. To lower the investment for this load management concept, non-intrusive load management (NILM) was introduced as the solution. However, most of the mathematical techniques used in NILM are complex. This may hinder users from actively take part in the energy management effort. This paper explores the possibilities of applying change point detection techniques with help of differentiation and application of filters. These filters were selected strictly based on site-specific conditions. As part of the NILM implementation, a new and practical technique was developed for this paper. It was found that the developed technique, despite its simplicity it can identify the electrical equipment which added the significant load demand. The performance of the technique was found to be satisfactory as compared to results reported by other researchers.
Keywords
Demand-side load management; Edge detection; Electrical energy efficiency; Non-intrusive load management; Site-specific;
DOI:
http://doi.org/10.11591/ijeecs.v23.i3.pp1814-1824
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Indonesian Journal of Electrical Engineering and Computer Science (IJEECS)
p-ISSN: 2502-4752, e-ISSN: 2502-4760
This journal is published by the Institute of Advanced Engineering and Science (IAES) in collaboration with Intelektual Pustaka Media Utama (IPMU).
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