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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2011.9
- 수록면
- 267 - 273 (7page)
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초록· 키워드
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In the shipbuilding industry, since production processes are so complicated that the data collection for decision making cannot be fully automated, most of production planning and controls are based on the information provided only by field workers. Therefore, without sufficient information it is very difficult to manage the whole production process efficiently. Job status is one of the most important information used for evaluating the remaining processing time in production control, specifically, in block assembly shop. Currently, it is checked by a production manager manually and production planning is modified based on that information, which might cause a delay in production control, resulting in performance degradation. Motivated by these remarks, in this paper we propose an efficient algorithm for identifying job status in block assembly shop for shipbuilding. The algorithm is based on the multi-layer perceptron neural network model using two key factors for input parameters. We showed the superiority of the algorithm by using a numerical experiment, based on real data collected from block assembly shop.
목차
1. 서론
2. 작업상태 모니터링 방법
3. 다계층 퍼셉트론 모델 기반 작업상태 판별 알고리즘
4. 실험을 통한 모델 검증
5. 결론 및 향후과제
참고문헌
참고문헌 (9)
참고문헌 신청
1. [단행본] - Arbib, M. A / 1995 / The Handbook of Brain Theory and Neural Networks / The MIT Press
2. [단행본] - Dayhoffs, J. E / 1990 / Neural Network Architecture : An Introduction / Van Nostrand Reinhold
3. [학위논문] - Hong, S. T / 2011 / Efficient Job Progress Control Using Block Type Standardization Based on Neural Network Model / 석사 / Ajou University
4. [단행본] - Jiawei, H / 2000 / Data mining : Concepts and Techniques / Academic press
5. [학술지(정기간행물)] - 김용섭 / 2007 / 선박건조공정의 미세 통합 일정 관리 체계 구축에 관한 연구 / 대한조선학회 논문집 44 (1) : 48 ~ 54
2. [단행본] - Dayhoffs, J. E / 1990 / Neural Network Architecture : An Introduction / Van Nostrand Reinhold
3. [학위논문] - Hong, S. T / 2011 / Efficient Job Progress Control Using Block Type Standardization Based on Neural Network Model / 석사 / Ajou University
4. [단행본] - Jiawei, H / 2000 / Data mining : Concepts and Techniques / Academic press
5. [학술지(정기간행물)] - 김용섭 / 2007 / 선박건조공정의 미세 통합 일정 관리 체계 구축에 관한 연구 / 대한조선학회 논문집 44 (1) : 48 ~ 54
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UCI(KEPA) : I410-ECN-0101-2013-530-003614842