Abubakar, I. and Khalid, S. N. and Mustafa, M. W. and Shareef, H. and Mustapha, M. (2016) An overview of Nonintrusive load monitoring methodologies. In: 2nd IEEE Conference on Energy Conversion, CENCON 2015, 19 - 20 Okt 2015, Johor Bahru, Malaysia.
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Abstract
Load monitoring is essential in every energy consuming system. Traditional load monitoring system, which used to be intrusive in nature require the installation of sensor to every load of interest which makes the system to be costly and time consuming. Nonintrusive load monitoring (NILM) system uses the aggregated measurement at the utility service entry to identify and disaggregate the appliances connected in the building, which means only one set of sensors is required and it does not require entrance into the consumer premises. Having studied much and working in the area, this paper aim to provide a comprehensive review of the state of art of NILM, the different methods applied by researchers so far, before concluding with the future research direction, which include automatic home energy saving using NILM.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Uncontrolled Keywords: | Appliance signature, Artificial Intelligence, energy management, Nonintrusive Load Monitoring (NILM), Smart house |
| Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering |
| Divisions: | Electrical Engineering |
| ID Code: | 73414 |
| Deposited By: | Mohd Zulaihi Zainudin |
| Deposited On: | 23 Nov 2017 01:37 |
| Last Modified: | 23 Nov 2017 01:37 |
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