An Effective Search Strategy for Wafer Fabrication Scheduling with Uncertain Process Requirements
نویسندگان
چکیده
In this paper, we can decide the operation order with unknown potential order requirements. The scheduling architecture is proposed in this paper, First, the branch-andbound search based on Markov chain method is proposed. The Markov chain gets the service rate records and arrival rate records from the MES(manufacturing execution system). We can get the possible beginning times of operations for each job via Markov chain. The information of the possible beginning time can help us to approximate the solution space. Thus, by the information of the possible beginning times of operations, a branch-and-bound search scheduler can be used to nd a sub-optimal scheduling.
منابع مشابه
A CP-based Approach for Scheduling of Automated Wet-Etch Stations
This contribution addresses the resource-constrained flowshop scheduling problem of Automated Wet-etch Stations (AWSs) in wafer fabrication of semiconductor manufacturing facilities by means of a Constraint Programming (CP) methodology. The proposed integrated approach consists of both a CP model and an efficient search strategy. The former handles different features found in the complex automa...
متن کاملPetri-Net and GA Based Approach to Modeling, Scheduling, and Performance Evaluation for Wafer Fabrication
In this paper, a genetic algorithm (GA) embedded search strategy over a colored timed Petri net (CTPN) for wafer fabrication is proposed. Through the CTPN model, all possible behaviors of the wafer manufacturing systems such as WIP status and machine status can be completely tracked down by the reachability graph of the net. The chromosome representation of the search nodes in GA is constructed...
متن کاملArticleThe optimal decision combination in semiconductor manufacturingSungwook Yoon
Wafer fabrication is a capital-intensive and highly complex manufacturing process. In a wafer fabrication facility (fab), wafers are grouped as a lot to go through repeated sequences of operations to build circuitry. Lot scheduling is an important task for manufacturers in order to improve production efficiency and satisfy customers’ demands of on-time delivery. Cycle time and average work-in-p...
متن کاملThe Optimal Decision Combination in Semiconductor Manufacturing
Wafer fabrication is a capital-intensive and highly complex manufacturing process. In a wafer fabrication facility (fab), wafers are grouped as a lot to go through repeated sequences of operations to build circuitry. Lot scheduling is an important task for manufacturers in order to improve production efficiency and satisfy customers’ demands of on-time delivery. Cycle time and average work-in-p...
متن کاملHeuristic algorithms for scheduling an automated wet-etch station
Wet-etching is a key step in wafer fabrication. A wet-etch station is a chemical batch process involving a complex interplay of mixed intermediate storage (MIS) policies and a shared robot for wafer transfers. Its operation poses a challenging resource-constrained scheduling problem that is crucial for enhancing productivity, improving yield and minimizing contamination. In this paper, we devel...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2001