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Study of the optimal algorithm for production process based on big data to achieve smart factory in the textile industry

섬유산업의 스마트 팩토리 달성을 위한 빅데이터 기반의 생산공정 최적 알고리즘 연구

  • 언어KOR
  • URLhttps://db.koreascholar.com/Article/Detail/407062
구독 기관 인증 시 무료 이용이 가능합니다. 4,000원
한국산업경영시스템학회 (Society of Korea Industrial and Systems Engineering)
초록

This study studied a system that can redesign the production site layout and respond with dynamic simulation through fabric production process innovation for smart factory promotion and digital-oriented decision making of the production process. We propose to reflect the required throughput and throughput per unit facility of fabric production process as probability distribution, and to construct data-driven metabolism such as data collection, data conversion processing, data rake generation, production site monitoring and simulation utilization. In this study, we demonstrate digital-centric field decision smartization through architectural design for the smartization of fabric production plants and dynamic simulations that reflect it.

목차
1. 서론
2. 본론
3. 실증 분석
4. 결론
5. 참고 문헌
저자
  • Wook Kim(한양대학교 일반대학원 경영컨설팅학과) | 김욱
  • Seung-June Hwang(한양대학교 경상대학 경영학부) | 황승준
  • Tai-Young Kim(한양대학교 경상대학 경영학부) | 김태영