Title :
Selection of wind farm location based on fuzzy set theory
Author :
Zhu, Jizhong ; Cheung, Kwok
Author_Institution :
State Key Lab. of Power Transm. Equip. & Syst. Security & New Technol., Chongqing Univ., Chongqing, China
Abstract :
This paper presents an approach to select the proper location of wind farm in power system. Two key factors for constructing wind farm are considered in this study. They are wind availability and wind speed. Because of the “undispatchable” nature of wind and the difficulty in forecasting, the wind availability and wind speed are random and uncertainty. Thus, the deterministic method is not appropriate to handle them. This paper uses fuzzy number to deal with the wind availability and wind speed. The term of average unavailable time (AUAT) is introduced in order to compute the probability of average wind availability. The proposed approach for selecting wind farm has been applied to the IEEE 30-bus test system.
Keywords :
fuzzy set theory; power systems; probability; wind power plants; IEEE 30-bus test system; average unavailable time; deterministic method; fuzzy number; fuzzy set theory; power system; probability; wind availability; wind farm location selection; wind speed; Power systems; fuzzy number; renewable energy; uncertainty; wind power; wind speed; wind turbine;
Conference_Titel :
Power and Energy Society General Meeting, 2010 IEEE
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4244-6549-1
Electronic_ISBN :
1944-9925
DOI :
10.1109/PES.2010.5589449