Biogeography-Based Optimization for solution of Optimal Power Flow problem
This Paper presents a Biogeography-Based Optimization (BBO) algorithm to solve Optimal Power Flow (OPF) problems OPF) problems of a power system with generators having quadratic fuel cost characteristics. Different operational constraints such as generator capacity limits, power balance constraint,...
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Published in | ECTI-CON2010: The 2010 ECTI International Confernce on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology pp. 435 - 439 |
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Main Authors | , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
01.05.2010
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Abstract | This Paper presents a Biogeography-Based Optimization (BBO) algorithm to solve Optimal Power Flow (OPF) problems OPF) problems of a power system with generators having quadratic fuel cost characteristics. Different operational constraints such as generator capacity limits, power balance constraint, line flow limits, bus voltages, transformer tap settings and reactive power compensating device settings have been considered as control variables in the problem formulation. Mathematical models of Biogeography describe how a species arise, migrates from one habitat to another and gets wiped out. The algorithm developed using this concept is known as Biogeography-Based Optimization (BBO). This algorithm searches for the global optimum mainly through two steps: Migration and Mutation. BBO has been implemented on the standard IEEE 30-bus system for two different objectives that reflect fuel cost minimization and voltage profile improvement with the OPF embedded. The superiority of the proposed method over other methods has been demonstrated for these two different objectives. Considering the quality of the solution obtained the proposed method seems to be a promising alternative approach for solving the OPF problems. |
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AbstractList | This Paper presents a Biogeography-Based Optimization (BBO) algorithm to solve Optimal Power Flow (OPF) problems OPF) problems of a power system with generators having quadratic fuel cost characteristics. Different operational constraints such as generator capacity limits, power balance constraint, line flow limits, bus voltages, transformer tap settings and reactive power compensating device settings have been considered as control variables in the problem formulation. Mathematical models of Biogeography describe how a species arise, migrates from one habitat to another and gets wiped out. The algorithm developed using this concept is known as Biogeography-Based Optimization (BBO). This algorithm searches for the global optimum mainly through two steps: Migration and Mutation. BBO has been implemented on the standard IEEE 30-bus system for two different objectives that reflect fuel cost minimization and voltage profile improvement with the OPF embedded. The superiority of the proposed method over other methods has been demonstrated for these two different objectives. Considering the quality of the solution obtained the proposed method seems to be a promising alternative approach for solving the OPF problems. |
Author | Chattopadhyay, Pranab Kumar Bhattacharya, Aniruddha |
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Snippet | This Paper presents a Biogeography-Based Optimization (BBO) algorithm to solve Optimal Power Flow (OPF) problems OPF) problems of a power system with... |
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SubjectTerms | Biogeography Character generation Cost function Fuels Load flow Mathematical model Power generation Power system modeling Reactive power control Voltage control |
Title | Biogeography-Based Optimization for solution of Optimal Power Flow problem |
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