논문 상세보기
The recycling cell formation problem means that disposal products are classified into recycling part families using group technology in their end of life phase. Disposal products have the uncertainties of product status by usage influences. Recycling cells are formed considering design, process and usage attributes. In this paper, a novel approach to the design of cellular recycling system is proposed, which deals with the recycling cell formation and assignment of identical products concurrently. Fuzzy clustering algorithm and Fuzzy-ART neural network are applied to describe the states of disposal product with the membership functions and to make recycling cell formation. This approach leads to recycling and reuse of the materials, components, and subassemblies and can evaluate the value at each cell of disposal products. Application examples are illustrated by disposal refrigerators, compared fuzzy clustering with Fuzzy-ART neural network performance in cell formation.
1. 서론
2. 리싸이클링 공정의 특성
3. 그룹핑 방법
3.1 그룹핑 속성
3.2 퍼지 클라스터링 방법
3.3. Fuzzy ART 신경망
4. 사례 연구
4.1 리싸이클링 선택
4.2 리싸이클링 속성들
4.3 적용 사례
4.4. 적용 사례의 결과
5. 평가 (Evaluation)
6. 결론
참고문헌
