Development of the order fulfillment process in the foundry fab by applying distributed multi-agents on a generic message-passing platform
Journal
IEEE/ASME Transactions on Mechatronics
Journal Volume
6
Journal Issue
4
Pages
387-398
Date Issued
2001
Author(s)
Abstract
In order to provide a better service for customers, the modeling and simulation of the order fulfillment process (OFP) is important for the semiconductor foundry fab since supervisors can use them to find the bottleneck in the process. The scope of this paper is to: model the OFP of a foundry fab in the distributed environment using multi-agents; provide the functionalities for each application in the OFP; and provide a generic message-passing platform (GMPP) for the distributed environment. The OFP can be viewed as the enterprise-scale integration of applications. It is decomposed into four subprocesses: order management process, planning process, manufacturing execution system, and event monitoring. Each application in the subprocess is regarded as an agent and performs its task based on its knowledge constrained by its objectives. Agents are located in the distributed environment in order to possess the properties of a distributed system. The message types in the GMPP are classified into application-to-application, application-to-person and person-to-application. The enabling communication protocols are addressed. The entire OFP is built on the GMPP. Some useful information for decision support systems is shown in the simulation results.
Type
journal article