Autonomous substrate processing system

A substrate processing system comprises one or more transfer chambers; a plurality of process chambers connected to the one or more transfer chambers; and a computing device connected to each of the plurality of process chambers. The computing device is to receive first measurements generated by sen...

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Hauptverfasser: LIAN, LEI, TOM, ALEX J, HAN, PENGYU, EGAN, TODD J, MOR, ELI, TEDESCHI, LEONARD MICHAEL, AJI, PRASHANT, PANDA, PRIYADARSHI
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creator LIAN, LEI
TOM, ALEX J
HAN, PENGYU
EGAN, TODD J
MOR, ELI
TEDESCHI, LEONARD MICHAEL
AJI, PRASHANT
PANDA, PRIYADARSHI
description A substrate processing system comprises one or more transfer chambers; a plurality of process chambers connected to the one or more transfer chambers; and a computing device connected to each of the plurality of process chambers. The computing device is to receive first measurements generated by sensors of a first process chamber during or after a process is performed within the first process chamber; determine that the first process chamber is due for maintenance based on processing the first measurements using a first trained machine learning model; after maintenance has been performed on the first process chamber, receive second measurements generated by the sensors during or after a seasoning process is performed within the first process chamber; and determine that the first process chamber is ready to be brought back into service based on processing the second measurements using a second trained machine learning model.
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language chi ; eng
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subjects BASIC ELECTRIC ELEMENTS
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
CONTROL OR REGULATING SYSTEMS IN GENERAL
CONTROLLING
COUNTING
ELECTRIC SOLID STATE DEVICES NOT OTHERWISE PROVIDED FOR
ELECTRICITY
FUNCTIONAL ELEMENTS OF SUCH SYSTEMS
MONITORING OR TESTING ARRANGEMENTS FOR SUCH SYSTEMS ORELEMENTS
PHYSICS
REGULATING
SEMICONDUCTOR DEVICES
title Autonomous substrate processing system
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