다중모델기법을 이용한 비선형시스템의 퍼지모델링

• 영문명: Fuzzy Modeling for Nonlinear System Using Multiple Model Method
• 발행기관: 강원대학교 산업기술연구소
• 저자명: 이철희(Lee Chul Heu) 하영기(Ha Young Ki) 서선학(Seo Seon Hak)
• 간행물 정보: 『산업기술연구』vol.17, 323~330쪽, 전체 8쪽
• 주제분류: 공학 > 공학일반
• 파일형태: PDF
• 발행일자: 1997.09.30

영문 초록

In this paper, a new approach to modeling of nonlinear systems using fuzzy theory is presented. To express the various and complex behavior of nonlinear system, we combine multiple model method with hierachical prioritized structure, and the mountain clustering technique is used in partitioning of system. TSK rule structure is adopted to form the fuzzy rules, and Back propagation algorithm is used for learning parameters in consequent parts of the rules. Also we soften the paradigm of Mamdani’s inference mechanism by using Yager’s S-OWA operators. Computer simulations are performed to verify the effectiveness of the proposed method.

목차

ABSTRACT

1. 서론

2. 다중모델 계층순위구조 규칙 기반의 구성

3. 유연구조 추론 메카니즘

4. 모의실험 및 결과

5. 결론

참고문헌