Application Cases of Intelligent Manufacturing

Fan Tien Cheng; Yu Chen Chiu; Yu Ming Hsieh; Hao Tieng; Chin Yi Lin; Hsien-Cheng Huang

doi:10.1002/9781119739920.ch11

Application Cases of Intelligent Manufacturing

Fan Tien Cheng, Yu Chen Chiu, Yu Ming Hsieh, Hao Tieng, Chin Yi Lin, Hsien-Cheng Huang

Research output: Chapter in Book/Report/Conference proceeding › Chapter

Abstract

This chapter presents the actual intelligent manufacturing implementation cases adopting all the Industry 4.1 related techniques involving cyber-physical agent, advanced manufacturing cloud of things, automatic virtual metrology (AVM), intelligent predictive maintenance (IPM), and intelligent yield maintenance (IYM) in seven industries. These industries include: flat panel display, semiconductor, solar cell, automobile, aerospace, carbon fiber, and blow molding. Both AVM and IYM have been deployed in the thin film transistor-liquid crystal display industry. Tube to Tube control with AVM and IPM has been deployed in the solar cell industry. AVM, IPM, and IYM have been deployed in the semiconductor industry. The virtual metrology (VM) accuracy of each AVM Server can be maintained and the AVM Server is then ready to serve various VM applications. There are three preconditions of applying AVM: cause collection, effect collection, and work-in-process tracking.

Original language	English
Title of host publication	Industry 4.1
Subtitle of host publication	Intelligent Manufacturing with Zero Defects
Publisher	wiley
Pages	409-519
Number of pages	111
ISBN (Electronic)	9781119739920
ISBN (Print)	9781119739890
DOIs	https://doi.org/10.1002/9781119739920.ch11
Publication status	Published - 2021 Jan 1

All Science Journal Classification (ASJC) codes

General Engineering

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10.1002/9781119739920.ch11

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abstract = "This chapter presents the actual intelligent manufacturing implementation cases adopting all the Industry 4.1 related techniques involving cyber-physical agent, advanced manufacturing cloud of things, automatic virtual metrology (AVM), intelligent predictive maintenance (IPM), and intelligent yield maintenance (IYM) in seven industries. These industries include: flat panel display, semiconductor, solar cell, automobile, aerospace, carbon fiber, and blow molding. Both AVM and IYM have been deployed in the thin film transistor-liquid crystal display industry. Tube to Tube control with AVM and IPM has been deployed in the solar cell industry. AVM, IPM, and IYM have been deployed in the semiconductor industry. The virtual metrology (VM) accuracy of each AVM Server can be maintained and the AVM Server is then ready to serve various VM applications. There are three preconditions of applying AVM: cause collection, effect collection, and work-in-process tracking.",

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AU - Chiu, Yu Chen

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AU - Tieng, Hao

AU - Lin, Chin Yi

AU - Huang, Hsien-Cheng

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Application Cases of Intelligent Manufacturing

Abstract

All Science Journal Classification (ASJC) codes

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