DocumentCode :
2291107
Title :
Energy management system for a renewable based microgrid with a demand side management mechanism
Author :
Palma-Behnke, R. ; Benavides, C. ; Aranda, E. ; Llanos, J. ; Sáez, D.
Author_Institution :
Electr. Eng. Dept., Univ. of Chile, Santiago, Chile
fYear :
2011
fDate :
11-15 April 2011
Firstpage :
1
Lastpage :
8
Abstract :
A novel energy management system for a renewable based microgrid is proposed. It provides on-line set points for each generation unit, operation modes for a water supply system, and signals for consumers based on a demand side management mechanism. The smart microgrid is composed of photovoltaic panels, a wind turbine, a diesel generator, a battery bank, and a water supply system. The energy management system (EMS) minimizes the operational costs while supplying the water and electric load demands. It considers a two days ahead prediction of the weather conditions. Also, a neural network for a two days ahead electric consumption forecasting is designed. The system is implemented and tested using a real data set from a reference location. Results show the economic sense of the set points and management, for a practical implementation of the system in a specific location in Chile.
Keywords :
battery storage plants; demand side management; diesel-electric generators; distributed power generation; load forecasting; neural nets; photovoltaic power systems; power engineering computing; smart power grids; water supply; wind turbines; EMS; battery bank; demand side management mechanism; diesel generator; electric consumption forecasting; electric load demand; energy management system; neural network; operational costs; photovoltaic panels; renewable-based microgrid; smart microgrid; water load demand; water supply system; wind turbine; Batteries; Generators; Load modeling; Mathematical model; Medical services; Photovoltaic systems; Predictive models; Energy management system; demand side management; microgrid; neural networks; photovoltaic panels; wind turbine;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computational Intelligence Applications In Smart Grid (CIASG), 2011 IEEE Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-9893-2
Type :
conf
DOI :
10.1109/CIASG.2011.5953338
Filename :
5953338
Link To Document :
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