Title :
Optimal Scheduling of Multicluster Tools With Constant Robot Moving Times, Part I: Two-Cluster Analysis
Author :
Chan, Wai Kin Victor ; Yi, Jingang ; Ding, Shengwei
Author_Institution :
Dept. of Decision Sci. & Eng. Syst., Rensselaer Polytech. Inst., Troy, NY, USA
Abstract :
In semiconductor manufacturing, finding an efficient way for scheduling a multicluster tool is critical for productivity improvement and cost reduction. This two-part paper analyzes optimal scheduling of multicluster tools equipped with single-blade robots and constant robot moving times. In this first part of the paper, a resource-based method is proposed to analytically derive closed-form expressions for the minimal cycle time of two-cluster tools. We prove that the optimal robot scheduling of two-cluster tools can be solved in polynomial time. We also provide an algorithm to find the optimal schedule. Examples are presented to illustrate the proposed approaches and formulations.
Keywords :
optimisation; pattern clustering; polynomials; robots; scheduling; cluster analysis; constant robot; cost reduction; multicluster tools; optimal scheduling; polynomial time; resource based method; semiconductor manufacturing; single blade robots; Algorithm design and analysis; Clustering algorithms; Job shop scheduling; Optimal scheduling; Processor scheduling; Productivity; Robotics and automation; Robots; Scheduling algorithm; Semiconductor device manufacture; Cluster tools; multiple machines; performance/productivity; scheduling; semiconductor manufacturing;
Journal_Title :
Automation Science and Engineering, IEEE Transactions on
DOI :
10.1109/TASE.2010.2046891