ROBUST LEARNING-BASED FAULT PREDICTION METHOD FOR GYROTRON SYSTEM

Robust learning-based fault prediction method for gyrotron system

During the high-power long-pulse operation of the Outdoor Rocking Lounge Chair gyrotron, radio frequency (RF) oscillation faults may occur, which can affect the stable operation of the electron cyclotron resonance heating system.Recently, some research has begun to use deep learning to diagnose RF oscillation faults in the gyrotron.However, these l

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COPD treatment pathways in France: a retrospective analysis of electronic medical record data from general practitioners

Wilhelmine Meeraus,1 Robert Wood,2 Rafal Jakubanis,2 Tim Holbrook,2 Geoffray Bizouard,3 Johanna Despres,3 Camille Correia Da Silva,4 Gaelle Nachbaur,4 Sarah H Landis,1 Yogesh Punekar,5 Bernard Aguilaniu,6 Afisi S Ismaila7,8 1GlaxoSmithKline, Stockley Park West, Uxbridge, UK; 2Adelphi Real World, Bollington, Cheshire, UK; 3IQVIA, Paris, France; 4Gla

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Determinants of Rubber Farming Household Consumption A Case Study of Musi Rawas Regency, South Sumatera Province

The problem studied is the expenditure pattern of the households engaged in the rubber farming industry in Musi Rawas Regency, South Sumatra Province.The analysis method was a multiple regression model Eyeshadow with food and non-food consumption expenditure as the dependent variable and spendable income, the number of family members, and investmen

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