Multistage PRIM: patient rule induction method for optimisation of a multistage manufacturing process
SCIE
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- Title
- Multistage PRIM: patient rule induction method for optimisation of a multistage manufacturing process
- Authors
- Kwak, DS; Kim, KJ; Lee, MS
- Date Issued
- 2010-01
- Publisher
- TAYLOR & FRANCIS LTD
- Abstract
- Industries such as automotive, LCD, PDP, semiconductor and steel produce products through multistage manufacturing processes. In a multistage manufacturing process, performances of stages are not independent. Therefore, the relationship between stages should be considered when optimising the multistage manufacturing process. This study proposes a new procedure of optimising a multistage manufacturing process, called multistage PRIM ( patient rule induction method). Multistage PRIM extends the scope of process optimisation from a single stage to the multistage process, and it can use the information encapsulated in the relationship between stages when maximising each stage's performance. A case study in a multistage steel manufacturing process is conducted to illustrate the proposed procedure.
- Keywords
- multistage manufacturing process; data mining approach; patient rule induction method; process optimisation; VARIATION PROPAGATION; QUALITY; SYSTEMS; DIAGNOSIS
- URI
- https://oasis.postech.ac.kr/handle/2014.oak/25649
- DOI
- 10.1080/00207540902791827
- ISSN
- 0020-7543
- Article Type
- Article
- Citation
- INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, vol. 48, no. 12, page. 3461 - 3473, 2010-01
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