Optimal power flow in the presence of wind power using modified cuckoo search

被引:46
作者
Mishra, Chetan [1 ]
Singh, Shiv P. [1 ]
Rokadia, Jimit [1 ]
机构
[1] Banaras Hindu Univ, Dept Elect Engn, Indian Inst Technol, Varanasi 221005, Uttar Pradesh, India
关键词
Acoustic generators - Particle swarm optimization (PSO) - Stochastic systems - Costs - Probability density function - Wind effects - Wind farm - Asynchronous generators - Electric load flow;
D O I
10.1049/iet-gtd.2014.0285
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
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.
引用
收藏
页码:615 / 626
页数:12
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