Optimizing Ultra-High Vacuum Control in Electron Storage Rings Using Fuzzy Control and Estimation of Pumping Speed by Neural Networks with Molflow+

Optimizing Ultra-High Vacuum Control in Electron Storage Rings Using Fuzzy Control and Estimation of Pumping Speed by Neural Networks with Molflow+

This paper presents the design of a fuzzy-controller-based ultra-high vacuum pressure control system and its performance evaluation for a sputter-ion vacuum pump used in the electron storage ring at the Synchrotron Light Research Institute (Public Organization) in Thailand. The production of synchro...

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Bibliographic Details
Main Authors: Soontaree Seangsri, Thanasak Wanglomklang, Nopparut Khaewnak, Nattawat Yachum, Jiraphon Srisertpol
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Systems
Subjects:
ultra-high vacuum
sputter-ion vacuum pump
pumping speed
fuzzy
artificial neural network
Molflow+
Online Access:https://www.mdpi.com/2079-8954/11/3/116

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