A Rough Set -PSO Technique for Economic Load Dispatch with Wind Power Energy
Publish place: کنفرانس بین المللی مهندسی و فن آوری اطلاعات
Publish Year: 1396
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
ICET01_020
تاریخ نمایه سازی: 13 شهریور 1396
Abstract:
This paper presents an efficient a hybrid rough set theory-PSO (RPSO) algorithm for solving large-scale economic load dispatch (ELD) problems in power networks with wind turbine. To realize the ELD, the valve-point loading effect, system load demand, power losses, ramp rate limits and prohibited operation zones are considered here. Simulations were performed on four different power systems with 3, 6, 15 and 40 generating units and the results are compared with two forms of power systems, one power system is with wind power generator and other power system is without wind power generator. The results of this study reveal that the proposed approach is able to find appreciable ELD solutions than those of previous algorithms.
Keywords:
Rough Set Theory , Particle Swarm Optimization , Economic Load Dispatch , Wind Power Generator , Valve Point Loading Effect
Authors
Davoud Moghadam Sheibai
Engineering Department of Pars Oil & Gas Co. (POGC)
Mohammad mahdi Tavasolipour
Power plant project director in Pars Oil & Gas Co.
Akbar Dadsetani
Deputy of Project Director of Pars Oil & Gas Co.
Akbar Dadsetani
Deputy of Project Director of Pars Oil & Gas Co.