Chemometrics and Microanalytical Instrumentation: A case study of VOC determination with a sensor-array based MicroGC - Couverture souple

Jin, Chunguang

 
9783838381138: Chemometrics and Microanalytical Instrumentation: A case study of VOC determination with a sensor-array based MicroGC

Synopsis

Interpretation of complex data generated from modern hyphenated analytical instruments presents a challenge to analytical chemists. This book concerns the application of chemometric methods to responses obtained from arrays of planar microfabricated chemical sensors designed to respond reversibly to multiple volatile organic compounds (VOC). It addresses critical modeling and data analysis functions needed to guide the design and implementation of novel meso-scale and micro-scale instrumentation incorporating such arrays, which is intended for use in monitoring human exposures to complex VOC mixtures in occupational, residential, and ambient environments. Upstream chromatographic separation facilitates vapor recognition and quantification from the pattern of responses generated by a sensor array, and the work described is predicated on this pretreatment.

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Présentation de l'éditeur

Interpretation of complex data generated from modern hyphenated analytical instruments presents a challenge to analytical chemists. This book concerns the application of chemometric methods to responses obtained from arrays of planar microfabricated chemical sensors designed to respond reversibly to multiple volatile organic compounds (VOC). It addresses critical modeling and data analysis functions needed to guide the design and implementation of novel meso-scale and micro-scale instrumentation incorporating such arrays, which is intended for use in monitoring human exposures to complex VOC mixtures in occupational, residential, and ambient environments. Upstream chromatographic separation facilitates vapor recognition and quantification from the pattern of responses generated by a sensor array, and the work described is predicated on this pretreatment.

Biographie de l'auteur

Mr. Chunguang Jin studied laboratory technology in Sichuan University in China. He earned PhD from the University of Michigan, Ann Arbor in 2008. His research area focuses on high-throughput analytical instrumentation in environmental and biomedical areas that combines multivariate detection with intelligent chemometric algorithms.

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