Cooperative Multiple Particle Swarm Optimization (CMPSO) and Spatial Extended Particle Swarm Optimization (SEPSO) For Solving Reactive Power Optimization Problem
Publish place: International Journal of Mechatronics, Electrical and Computer Technology، Vol: 3، Issue: 9
Publish Year: 1392
نوع سند: مقاله ژورنالی
زبان: English
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شناسه ملی سند علمی:
JR_IJMEC-3-9_007
تاریخ نمایه سازی: 16 فروردین 1395
Abstract:
Reactive Power Optimization is a complex combinatorial optimization problem involving non-linear function having multiple local minima, non-linear and discontinuous constrains. This paper presents Cooperative Multiple Particle Swarm Optimization (CMPSO) and Spatial Extended Particle Swarm Optimization (SEPSO) in trying to overcome the Problem of premature convergence. CMPSO and SEPSO are applied to Reactive Power Optimization problem and are evaluated on standard IEEE 30Bus System. The results show that CMPSO prevents premature convergence to high degree but still keeps a rapid convergence. It gives best solution when compared to Spatial Extended Particle Swarm Optimization (SEPSO).
Authors
k lenin
Electrical and Electronics Engineering, Jawaharlal Nehru Technological University, Kukatpally, Hyderabad, India
b Ravindranath Reddy
Electrical and Electronics Engineering, Jawaharlal Nehru Technological University, Kukatpally, Hyderabad, India
m Surya Kalavathi
Electrical and Electronics Engineering, Jawaharlal Nehru Technological University, Kukatpally, Hyderabad, India