Authors: Andreas Klemmt, Gerald Weigert, Sebastian Werner
Addresses: Electronics Packaging Laboratory, Faculty of Electrical Engineering and Information Technology, Dresden University of Technology, 01062 Dresden, Germany. ' Electronics Packaging Laboratory, Faculty of Electrical Engineering and Information Technology, Dresden University of Technology, 01062 Dresden, Germany. ' Infineon Dresden, Konigsbrucker Landstr. 180, 01099 Dresden, Germany
Abstract: In this research, several approaches for the optimisation of batch processes are investigated and compared. The motivation for this is the analysis of an oven work centre in a semiconductor wafer fab. Different objectives like keeping operational due dates as well as the minimisation of lot completion time will be optimised with regard to existing process constraints. First, the problem is modelled from two different viewpoints: as scheduling problem and with the help of a simulation system. For this, it used mixed integer programming (MIP) and a discrete event simulation system respectively. As a next step, a MIP time window decomposition approach combining simulation and mathematical programming is discussed. This reduces the complexity of the given problem by solving local sub-problems. Experiments on real manufacturing data determine the optimisation potential for the work centre using the different approaches. This allows, among others, a comparison to dispatching strategies as they are used in the manufacturing line. [Received: 01 July 2009; Revised: 09 November 2009; Accepted: 01 February 2010].
Keywords: mixed integer programming; MIP; simulation based optimisation; batch scheduling; semiconductor manufacturing; work centre optimisation; decomposition approaches; dispatching; wafer fabrication.
European Journal of Industrial Engineering, 2011 Vol.5 No.3, pp.338 - 359
Available online: 28 Jul 2011 *Full-text access for editors Access for subscribers Purchase this article Comment on this article