TY - CHAP
T1 - Application Cases of Intelligent Manufacturing
AU - Cheng, Fan Tien
AU - Chiu, Yu Chen
AU - Hsieh, Yu Ming
AU - Tieng, Hao
AU - Lin, Chin Yi
AU - Huang, Hsien-Cheng
N1 - Publisher Copyright:
© 2022 The Institute of Electrical and Electronics Engineers, Inc.
PY - 2021/1/1
Y1 - 2021/1/1
N2 - 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.
AB - 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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U2 - 10.1002/9781119739920.ch11
DO - 10.1002/9781119739920.ch11
M3 - Chapter
AN - SCOPUS:85133094308
SN - 9781119739890
SP - 409
EP - 519
BT - Industry 4.1
PB - wiley
ER -