DocumentCode :
3729759
Title :
Wind-PV-storage optimal environomic design using multi-objective Artificial Bee Colony
Author :
H. Shayeghi;M. Moradzadeh;Y. Hashemi;M. Saif;L. Vandevelde
Author_Institution :
Technical Engineering Department University of Mohaghegh Ardabili, Ardabil, Iran
fYear :
2015
Firstpage :
1
Lastpage :
5
Abstract :
This paper proposes a multi-objective optimization formulation to design a hybrid wind-photovoltaic-storage system to supply the demand. This design problem aims to minimize the annual cost of the overall system as well as the CO2 emissions, and is solved by Artificial Bee Colony (ABC) algorithm. Solar irradiation, wind speed, and load data are assumed deterministic. Prices are all empirical and components of hybrid system are commercially available. A test system in the Northwestern Iran is investigated. The presented technique yields the optimal number of system devices such that the economic and environmental profits are maximized. A fuzzy decision making (FDM) method is applied for finding the best compromise solution from the set of Pareto-optimal solutions obtained by ABC.
Keywords :
"Batteries","Optimization","Wind turbines","Wind speed","Renewable energy sources","Frequency division multiplexing","Maintenance engineering"
Publisher :
ieee
Conference_Titel :
Power and Energy Engineering Conference (APPEEC), 2015 IEEE PES Asia-Pacific
Type :
conf
DOI :
10.1109/APPEEC.2015.7381057
Filename :
7381057
Link To Document :
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