Intelligent Yield Management (IYM)

研究成果: Chapter

摘要

This chapter introduces the traditional root-cause search procedure of a yield loss. It presents a more systematic and efficient tool: the intelligent yield management (IYM) system for finding the root causes of a yield loss. The purpose of the IYM system is to figure out the root causes which affect the yield of the final product effectively. The kernel of the IYM system is the Keyvariable Search Algorithm (KSA) scheme. The KSA scheme contains various data preprocessing modules, KSA module, reliance index module, blind-stage search algorithm, and interaction-effect search algorithm. After elaborating the theoretical illustrations of the IYM system, the chapter introduces the deployment considerations and requirements of the IYM system. Five steps are required to deploy the IYM system into manufacturing processes. They are operation analysis, IYM system setup, data collection, IYM function and integration tests, and system release.

原文English
主出版物標題Industry 4.1
主出版物子標題Intelligent Manufacturing with Zero Defects
發行者wiley
頁面377-407
頁數31
ISBN(電子)9781119739920
ISBN(列印)9781119739890
DOIs
出版狀態Published - 2021 1月 1

All Science Journal Classification (ASJC) codes

  • 一般工程

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