Title :
Fast event detection method for residential load Demand Side Management
Author :
Mouelhi, F. ; Ben Attia Sethom, H. ; Slama-Belkhodja, I.
Author_Institution :
Lab. des Syst. Electr., Univ. de Tunis El Manar, Tunis, Tunisia
Abstract :
This paper focuses on the application of fast event detection algorithm, to be implemented in a Demand Side Management (DSM) program for Home Energy Management Systems (HEMS). Such HEMS are especially challenging when renewable generation and storage are available, and when electrical demand has to be coordinated with available generation by shifting residential loads which requires load event detection. In this work, we propose a simple and fast load event detection which allows to keep more software and hardware resources for load identification algorithm. Experimental results are performed on some residential loads such as lighting (LED and Compact fluorescent lamp), Kettle and refrigerator to prove the effectiveness of the proposed approach.
Keywords :
building management systems; demand side management; HEMS; electrical demand; fast event detection algorithm; home energy management systems; load event detection; load identification algorithm; renewable generation; residential load demand side management; Databases; Event detection; Home appliances; Light emitting diodes; Load modeling; Monitoring; Transient analysis; Demand Side Management; Event Detection; current waveform; households; steady and transient state;
Conference_Titel :
Electrical Sciences and Technologies in Maghreb (CISTEM), 2014 International Conference on
DOI :
10.1109/CISTEM.2014.7077031