본문 바로가기
KERD
논문KCI 등재

해양플랜트 의장품 조달관리를 위한 배관 공정 리드타임 예측 모델에 관한 연구

A Study of Piping Leadtime Forecast in Offshore Plant's Outfittings Procurement Management

1

조회

0

다운로드

8

인용

0

참고문헌

키워드

주제분류조선공학

초록

In shipbuilding and offshore plant construction, pipe-stools of various types are installed. Moreover, these are many quantities but they must be installed in a successive manner. Due to these characteristics the pipe-stool installation processes easily tends to cause the schedule delays in the overall production processes. In order to reduce delay, the goal of this study is to predicts production’s lead time before manufacturing. Through this predictions it’s expected to reduce total production’s lead time by improving it's process. First of all, we made MLR(Multiple Linear Regression) and PLSR(Partial Least Square Regression) model to predict pipe-spool's lead time and then compared

Abstract

In shipbuilding and offshore plant construction, pipe-stools of various types are installed. Moreover, these are many quantities but they must be installed in a successive manner. Due to these characteristics the pipe-stool installation processes easily tends to cause the schedule delays in the overall production processes. In order to reduce delay, the goal of this study is to predicts production’s lead time before manufacturing. Through this predictions it’s expected to reduce total production’s lead time by improving it's process. First of all, we made MLR(Multiple Linear Regression) and PLSR(Partial Least Square Regression) model to predict pipe-spool's lead time and then compared

참고문헌 (14)

  1. 하대근, "액화천연가스 냉매 분리공정의 부분최소자승법과 변수선별법 기반 소프트센서 설계", 석사, 화학생물공학부, pp.2013
  2. 임재상, "해양설비 배관 spool 제작 공정에서 개인별 작업지시 프로세스의 개선", 석사, 생산기술전공, pp.2012
  3. Jang, Y. J., "Utilizing Big-data’s Technology in Manufacturing Field", Journal of The Korean Institute of Communication Sciences, 29(11), pp.30~36 (2012)
  4. Jung, G. S., "Presumed Influence Factors of Decision-Making of Mega-Projects", Audit and Inspection Research Institue, 19(1), pp.91~124 (2012)
  5. Kim, D. J., "Models of local finance decisions using PLS regression analysis : cities and counties in Gyeongnam", Master, pp.2012
  6. Kim, H. J., "A study on forecasting model of in semiconductor device fabrication", Master, pp.2010
  7. 김진석, "UHF RFID기반 이동형 파이프 스풀 위치 인식 시스템 개발", 정보처리학회논문지. 컴퓨터 및 통신시스템, 3(10), pp.329~336 (2014), 한국정보처리학회[DOI]
  8. Kim, S. S., "The Three Heavy Industries Operating Loss Sharply", Monthly Marintime Korea, 2015(6), pp.84~87 (2015)
  9. 이한승, "제약이론을 이용한 배관제작공정의 개선 사례연구", 석사, 생산기술전공, pp.2013
  10. Lee, H.S., "SPSS 22 Manual", Jyphyuntae, ~ (2015)
  11. National Information Society Agency, "2015global big data Casebook" (2015), National Information Society Agency
  12. Okumoto Yasuhisa, "Shipbuilding Technology &Production System" (2012), GS-intervision
  13. Seong, H. G., "A Proposal for Rowth of Offshore Plant Industries", Machinery Industry, 2014(9), pp.41~48 (2014)
  14. Yan, W., "Automatic Generation of Assembly Sequence for the Planning of Outfitting Processes in Shipbuilding", Journal of Ship Production and Design, 28(2), pp.49~59 (2012)

관련 논문AI추천

이 간행물의 다른 논문 (9건)