Using intelligent algorithms to construct a wafer foundry system in manufacturing industry

Ruey Shun Chen, Yu Xi Hu, Yeh Cheng Chen, Naixue Xiong, Jyh Haw Yeh, C. P. Lee

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

The research combines two heuristic algorithms, COMSOAL and Priority rule-based algorithm, to design a production scheduling algorithm. Meanwhile it refers to dispatching rule and wafer start rule. Also base on the requirements and characters of wafer foundry companies, it designs proper capacity constraint model and wafer start rule to construct production planning system. Using simple, fast and flexible methods to generate reasonable and feasible production plans. The results of the research can give the wafer foundry companies several contributions. First, it shortens the execution time of generating a production plan. It improves the flexibility and efficiency of production planning. Second, the resolution of production plan is raised from the summary of manufacturing process and product type to full product name of order and demand allocation. It improves the resolution and accuracy of information analysis. Third, the planning period of wafer start plan is improved as well. Last, the frequency of production planning operation is improved from once a fortnight to once a week.

Original languageEnglish
Title of host publicationProceedings of 3rd International Conference on Information System and Data Mining, ICISDM 2019
Pages1-5
Number of pages5
ISBN (Electronic)9781450366359
DOIs
StatePublished - 6 Apr 2019
Event3rd International Conference on Information System and Data Mining, ICISDM 2019 - Houston, United States
Duration: 6 Apr 20198 Apr 2019

Publication series

NameACM International Conference Proceeding Series

Conference

Conference3rd International Conference on Information System and Data Mining, ICISDM 2019
Country/TerritoryUnited States
CityHouston
Period6/04/198/04/19

Keywords

  • Capacity Constraint
  • Heuristic Algorithm
  • Production Planning
  • Production Scheduling
  • Wafer Foundry

Fingerprint

Dive into the research topics of 'Using intelligent algorithms to construct a wafer foundry system in manufacturing industry'. Together they form a unique fingerprint.

Cite this