Development Of Real-Time Admittance Analysis System For Residential Load Monitoring
PROCEEDINGS 2016 IEEE 25TH INTERNATIONAL SYMPOSIUM ON INDUSTRIAL ELECTRONICS (ISIE)(2016)
Abstract
Residential load management plays an important role in Demand Side Management (DSM) when a more optimized Smart Grid (SG) is envisaged. Actions must be done to address the local and remote control to obtain a load profile matching the available power. The identification of the working cycles of controllable and non-controllable loads, out of an aggregated load profile, is a desirable feature for the implementation of DSM technologies. A detailed knowledge of the loads can be obtained by means of intrusive or non-intrusive methods. Non-intrusive ones are preferred by customers and utilities due to the lower cost, lower hardware complexity, and easy installation. Non-Intrusive Appliances Load Monitoring (NIALM) is not a new concept in order to extract loads signature; it is lately taking more importance with the evolution of the SG technologies. Most of the literature works are devoted to the off-line NILM algorithms. Nevertheless, real-time load monitoring becomes necessary to feed the future Home Energy Management Systems (HEMS); the consumers and the utilities with accurate consumption information. This paper proposes the implementation in Field Programmable Gate Arrays (FPGAs) of real-time admittance analysis for residential load monitoring. Explorative experimental results of Non-intrusive Load Monitoring are provided and discussed.
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Key words
Non-intrusive load monitoring, Demand side management, Programmable logic arrays, Power analysis
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