LC ISSUE DIAGNOSIS FROM PRESSURE TRACE USING MACHINE LEARNING
作者： Le Blanc Yves , Cox David Michael
DOI:
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摘要: An operational condition of a liquid chromatography (LC) system (2110) is detected and displayed without user intervention. A plurality pressure measurements over time are received from sensor (2119) the LC system. processor (2140) calculates values for six parameters including beginning (PB), an ending (PE), average (T1) first half separation, (T2) second ratio T1/PB, T2/PB· The classified as one or more conditions using machine learning model. model created calculated known separations each conditions. found classification on display device (2141).
lens.org 参考文章(5)
David A. Wolze, Bimodal liquid chromatography pump employing artificial intelligence logic feedback control ,(1995)
Werner Mellert, Gerhard Krennrich, Ralf Looser, Bianca Bethan, Tilmann B. Walk, Bennard van Ravenzwaay, Beate Kamlage, Alexandre Prokoudine, Thomas Ehrhardt, Oliver Schmitz, Jan C Wiemer, Georgia Coelho Palermo Cunba, Michael Manfred Herold, Means and Methods for Analyzing a Sample by Means of Chromatography-Mass Spectrometry ,(2006)
Masato Watanabe, Yusuke Nagai, Analytical measurement device system ,(2017)
Sunray Barry, Andrews Richard W, Beals Peyton C, Binney Steven M, TECHNIQUES FOR DETERMINING EQUILIBRATION AND STABILITY IN SCIENTIFIC INSTRUMENT SYSTEMS ,(2018)
David Cree Crawford, Quan Shi, Craig Fontenot, Alexander Fayek Andrawes, Mobile integrated device and electronic data platform for chemical analysis ,(2018)