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철도차량을 위한 퍼지모델기반 최적 경제운전 패턴 개발
Optimal economical running patterns based on fuzzy model
- 이태형;
- 황희수
초록
The optimization has been performed to search an economical running pattern in the view point of trip time and energy consumption. Fuzzy control model has been applied to build the meta-model. To identify the structure and its parameters of a fuzzy model, fuzzy c-means clustering method and differential evolutionary scheme are utilized, respectively. As a result, two meta-models for trip time and energy consumption are constructed. The optimization to search an economical running pattern is achieved by differential evolutionary scheme. The result shows that the proposed methodology is very efficient and conveniently applicable to the operation of railway system.
키워드
퍼지 모델링; 차분진화; 최적화; 전기철도; 경제운전; Fuzzy modeling; Differential evolution. Optimization; Electrical train; Economical operation; Fuzzy modeling; Differential evolution. Optimization; Electrical train; Economical operation
- 제목
- 철도차량을 위한 퍼지모델기반 최적 경제운전 패턴 개발
- 제목 (타언어)
- Optimal economical running patterns based on fuzzy model
- 저자
- 이태형; 황희수
- 발행일
- 2006-10
- 저널명
- 한국지능시스템학회 논문지
- 권
- 16
- 호
- 5
- 페이지
- 594 ~ 600
- 언어
- KOR
- 출판사
- 한국지능시스템학회
- 발행국가
- 대한민국
- 분량
- 7 페이지
- ISSN
- P 1976-9172