DocumentCode
45760
Title
Optimal power flow in the presence of wind power using modified cuckoo search
Author
Mishra, Chetan ; Singh, Shiv P. ; Rokadia, Jimit
Author_Institution
Dept. of Electr. Eng., Indian Inst. of Technol. (Banaras Hindu Univ.), Varanasi, India
Volume
9
Issue
7
fYear
2015
fDate
4 30 2015
Firstpage
615
Lastpage
626
Abstract
This study proposes a solution to the optimal power flow (OPF) in power systems incorporating wind power. The wind generated electricity´s cost modelling is presented which owes to the stochastic nature of wind speed based on the Weibull probability density function. The wind associated costs comprise of (i) reserve cost arising out of overestimation of wind farm output and (ii) penalty cost for not using total available wind power which are included in the conventional OPF. Furthermore, the Q-V formulation of induction generator is deduced which is incorporated through a modification in the conventional load flow solution. A modified cuckoo search optimisation technique is employed and compared with modified particle swarm optimisation for solving OPF with wind power involved. A modified IEEE 30-bus and IEEE 57-bus systems are used as test systems and it is observed that the cuckoo search performs better than particle swarm optimisation.
Keywords
asynchronous generators; load flow; power generation economics; stochastic processes; stochastic programming; wind power plants; IEEE 57-bus system; Q-V formulation; Weibull probability density function; induction generator; load flow; modified IEEE 30-bus system; modified cuckoo search optimisation technique; optimal power flow; penalty cost; wind farm; wind farm overestimation; wind generated electricity cost modelling; wind power system;
fLanguage
English
Journal_Title
Generation, Transmission & Distribution, IET
Publisher
iet
ISSN
1751-8687
Type
jour
DOI
10.1049/iet-gtd.2014.0285
Filename
7095721
Link To Document