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 sputter-ion pump used in electron storage ring at Synchrotron Light Research Institute (Public Organization) Thailand. The production synchrotron light requires advanced technology to maintain stability prevent interference electrons an environment about 10−9 Torr. presence heat gas rupture from pipe wall can affect quality that area. institute currently uses which is costly significant effort quickly reduce increases Maintaining stable throughout motion essential order ensure light. research demonstrates procedure evaluating using mathematical model generated by neural network Molflow+ software. estimate pumping speed fuzzy system. study also includes leakage rate check