A Low Rate Energy Disaggregation using Non-Intrusive Load Monitoring
M.P. Rajakumar1, J. Ramya2, C. Shanmuga Priya3
1M.P. Rajakumar, Associate Professor, St. Joseph’s College of Engineering, Chennai, Tamilnadu, India.
2J. Ramya, Associate Professor, St. Joseph’s College of Engineering, Chennai, Tamilnadu, India.
3C. Shanmuga Priya, Assistant Professor, St. Joseph’s Institute of Technology, Chennai, Tamilnadu, India.
Manuscript received on 24 August 2019. | Revised Manuscript received on 08 September 2019. | Manuscript published on 30 September 2019. | PP: 4204-4209 | Volume-8 Issue-11, September 2019. | Retrieval Number: K22870981119/2019©BEIESP | DOI: 10.35940/ijitee.K2287.0981119
Open Access | Ethics and Policies | Cite | Mendeley | Indexing and Abstracting
© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Nowadays, Energy conservation and management are a must practice due to the exponentially increasing energy usage. One solution for providing for energy conservation is appliance load monitoring. Load monitoring approach should be simple and of low cost in order to be massively deployable. Non-Intrusive load monitoring is a better approach since it can disaggregate energy at the cost of single energy meter. A low sampling rate energy meter incurs low cost compared to a high sampling rate energy meter. In this paper a less complex, low cost energy disaggregation approach has been proposed.
Keywords: Appliance Load Monitoring (ALM), Energy Disaggregation, Intrusive Load Monitoring (ILM), Non-Intrusive Load Monitoring (NILM).
Scope of the Article: Building Energy