Production Planning and WIP Assignment for Wafer Fabrication Tools with Availability Constraints

Yael Perlman, Elad Crispil, Adar Kalir

Research output: Contribution to journalArticlepeer-review

5 Scopus citations

Abstract

This paper deals with a short-term production plan of a single toolset during a shift at a semiconductor fabrication plant. We propose a cost-based optimization model that seeks to minimize the cost of the shift while meeting the following conditions: 1) the shift produces its required output, measured in work-in-process (WIP) levels; 2) preventive maintenance (PM) tasks are carried out in compliance with the manufacturer's recommended PM policy; and 3) the equipment undergoes cleaning operations, as recommended by the manufacturer, in a way that minimizes the production of blank wafers (a by-product of the cleaning process). A linear programming model is formulated and a practical procedure is provided to solve this production plan problem. Data from a real fab are used to demonstrate the optimality and applicability of the proposed approach. Results of various sensitivity analyzes further demonstrate how the model can be used to analyze the impact of changes in cost parameters, WIP levels and production rate parameters on the optimal solution.

Original languageEnglish
Article number7115964
Pages (from-to)385-392
Number of pages8
JournalIEEE Transactions on Semiconductor Manufacturing
Volume28
Issue number3
DOIs
StatePublished - 1 Aug 2015

Bibliographical note

Publisher Copyright:
© 1988-2012 IEEE.

Keywords

  • Production planning
  • Semiconductor manufacturing
  • WIP management

Fingerprint

Dive into the research topics of 'Production Planning and WIP Assignment for Wafer Fabrication Tools with Availability Constraints'. Together they form a unique fingerprint.

Cite this