• 제목/요약/키워드: Adaptive penalizing method

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유전알고리즘을 이용한 단기 수력 스케줄링에 관한 연구 (Short-term Hydro Scheduling by Genetic Algorithms)

  • 이용한;황기현;문경준;박준호
    • 대한전기학회논문지:전력기술부문A
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    • 제48권9호
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    • pp.1088-1095
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    • 1999
  • This paper presents short-term hydro scheduling method for hydrothermal coordination by genetic algorithms. Hydro scheduling problem has many constraints with fixed final reservoir volume. In this paper, the difficult water balance constraints caused by hydraulic coupling satisfied throughout dynamic decoding method. Adaptive penalizing method was also proposed to handle the infeasible solutions that violate various constraints. In this paper, we proposed GA to solve hydrothermal scheduling with appropriate decoding method and dynamic penalty method. The effectiveness of the proposed method is demonstrated in the case study.

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유전 알고리즘에 의한 수화력 협조를 위한 단기 수력 스케줄링 (Short-Term Hydro Scheduling for Hydrothermal Coordination Using Genetic Algorithm)

  • 이용한;박준호
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 1998년도 추계학술대회 논문집 학회본부A
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    • pp.289-291
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    • 1998
  • This paper presents short-term hydro scheduling method for hydrothermal coordination by genetic algorithm. Hydro scheduling problem has many constraints with fixed final reservoir volume. In this paper, the difficult water balance constraints caused by hydraulic coupling satisfied throughout dynamic decoding method. Adaptive penalizing method was also proposed to handle the infeasible solutions that violate various constraints. The effectiveness of proposed method in this paper was examined through the case studies. Further studies for the validation of the hydro scheduling scheme obtained by genetic algorithm will be very appreciated.

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