DocumentCode :
2144103
Title :
A fuzzy decision making energy management system for a PV/Wind renewable energy system
Author :
Mengi, Onur Ozdal ; Altas, Ismail Hakki
Author_Institution :
Giresun Tech. Vocational Sch. of Higher Educ., Giresun Univ., Giresun, Turkey
fYear :
2011
fDate :
15-18 June 2011
Firstpage :
436
Lastpage :
440
Abstract :
In this paper, a smart energy management consist of Photovoltaic/Wind (PV/W) renewable energy resources is studied. Since the operation performances of such sources are not the same for different hours of a day as well as different seasons of a year, an Energy Management System is required to a sustainable energy supply for users. An EMS using a Fuzzy Decision Making (FDM) process is proposed in this study in order to manage the supply power from PV/W to loads. The proposed FDM based Smart Management System (SMS) determines the switching sequences of the PV/W system considering both the environmental conditions and power demands by loads. In order to prevent power supply discontinuity to loads during the switching from one source to another, an algorithm is included in the SMS. The proposed FDM based SMS is modeled in Matlab/Simulink and tested on real time in a laboratory environment in order to validate the operating performances.
Keywords :
decision making; energy management systems; fuzzy reasoning; mathematics computing; photovoltaic power systems; power engineering computing; renewable energy sources; wind power plants; EMS; FDM process; FLR algorithm; Matlab-Simulink model; PV-wind renewable energy resource system; SMS; energy management system; fuzzy decision making process; fuzzy logic reasoning algorithm; photovoltaic-wind renewable energy resource system; power supply discontinuity; smart management system; sustainable energy supply; Choppers; Energy management; Frequency division multiplexing; Inverters; Voltage control; Wind power generation; Wind turbines; energy management; fuzzy decision making; photovoltaic panels; renewable energy; wind energy;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Innovations in Intelligent Systems and Applications (INISTA), 2011 International Symposium on
Conference_Location :
Istanbul
Print_ISBN :
978-1-61284-919-5
Type :
conf
DOI :
10.1109/INISTA.2011.5946112
Filename :
5946112
Link To Document :
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