• Title/Summary/Keyword: Nonliear Optimization

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A Mixed Integer Linear Programming Approach for the Profit Based Unit Commitment Problem under Non-Linear Fuel Consumption Constraint and Maintenance Cost (비선형 연료 제약 및 유지보수 비용을 고려한 Mixed Integer Linear Programming 기반 발전기 주간 운용계획 최적화)

  • Song, Sang-Hwa;Lee, Kyung-Sik
    • Korean Management Science Review
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    • v.25 no.1
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    • pp.43-53
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    • 2008
  • This paper considers a profit-based unit commitment problem with fuel consumption constraint and maintenance cost, which is one of the key decision problems in electricity industry. The nature of non-linearity inherent in the constraints and objective functions makes the problem intractable which have led many researches to focus on Lagrangian based heuristics. To solve the problem more effectively, we propose mixed integer programming based solution algorithm linearizing the complex non-linear constraints and objectives functions. The computational experiments using the real-world operation data taken from a domestic electricity power generator show that the proposed algorithm solves the given problem effectively.

An Optimal Design of High Space Factor BLDC Motor by Nonlinear Finite Element Method and Optimization Method (비선형 유한요소법과 최적화 기법을 이용한 고점적률 BLDC의 최적설계)

  • Oh, Seung-Kyun;Chung, Tae-Kyung;Jin, Yong-Sun
    • Proceedings of the KIEE Conference
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    • 1999.07a
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    • pp.388-390
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    • 1999
  • This paper discusses an optimal design of high space factor BLDC motor. Because of high space factor BLDC, Nonliear finite element method considering saturation of outer-rotor is used. For optimal design, a new niching genetic algorithm, namely "Restricted Competitions Selection" is used. This algorithm constructs an objective function using only the most important criteria and provides a designer with a set of solution rather than one solution. To verify its effectiveness, the new niching genetic algorithm is applied to an actual high space factor BLDC motor We show that a new designed high space factor BLDC motor is superior to the actual high space factor BLDC.

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