DocumentCode :
1690902
Title :
Shuffled Frog Leaping Algorithm for solving profit based unit commitment problem
Author :
Selvakumar, K. ; Vignesh, R.S. ; Vijayabalan, R.
Author_Institution :
Dept. Of EEE, KSR Coll. of Technol., Tiruchengode, India
fYear :
2012
Firstpage :
1
Lastpage :
6
Abstract :
In this paper, Shuffled Frog Leaping Algorithm (SFLA) is employed to solve the profit based unit commitment problem (PBUCP) under deregulated environment, to maximize the GENeration Companies (GENCO) profit. This paper presents a new approach of GENCOs profit based unit commitment using SFLA technique in a day ahead competitive electricity markets. Profit-based UC formulation considers the softer demand constraint and allocates fixed and transitional costs to the scheduled hours. Deregulation is unbundling of vertically integrated power system into generation (GENCOs), transmission (TRANSCOs) and distribution companies (DISCOs). Deregulation in power sector increases the efficiency of electricity production and distribution, offer lower prices, higher quality, secure, more reliable product and also it has the advantage that customers are allowed to choose their suppliers. This technique achieved great challenges for the power industry and thus an individual human can take their own decision by choosing the reliable continuous supply of power from the electricity markets at an affordable price. Under restructured system, GENeration COmpanies schedules their generators with the objective of maximizing their profit. This proposed algorithm is for a small unit test system with 10 units 24 hour data and the simulations are carried out to show the performance of proposed methodology using MATLAB software. It is observed from the simulation results that the proposed algorithm provides maximum profit with less computational time compared to existing techniques.
Keywords :
power distribution economics; power generation economics; power markets; power transmission economics; profitability; GENCOs profit; Matlab software; SFLA technique; day ahead competitive electricity market; demand constraint; deregulated environment; distribution company; fixed cost; generation companies profit; power sector deregulation; profit based unit commitment problem; shuffled frog leaping algorithm; transitional cost; transmission company; vertically integrated power system; Companies; Electricity supply industry; Optimization; Power systems; Schedules; Silicon; Simulation; Deregulation; Profit Based Unit Commitment (PBUC); Shuffled Frog Leaping Algorithm (SFLA);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computing, Communication and Applications (ICCCA), 2012 International Conference on
Conference_Location :
Dindigul, Tamilnadu
Print_ISBN :
978-1-4673-0270-8
Type :
conf
DOI :
10.1109/ICCCA.2012.6179234
Filename :
6179234
Link To Document :
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