Chemometrics in Electroanalysis

José Manuel Díaz-Cruz, Miquel Esteban, Cristina Ariño (Autoren)

Buch | Hardcover

XII, 202 Seiten

2019 | 1st ed. 2019
Springer International Publishing (Verlag)
978-3-030-21383-1 (ISBN)

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This monograph covers the most relevant applications of chemometrics in electrochemistry with special emphasis on electroanalytical chemistry. It reviews the use of chemometric methods for exploratory data analysis, experimental design and optimization, calibration, model identification, and experts systems. The book also provides a brief introduction to the fundamentals of the main chemometric methods and offers examples of data treatment for calibration and model identification. Due to the comprehensive coverage, this book offers an invaluable resource for graduate and postgraduate students, as well as for researchers in academic and industrial laboratories working in the area of electroanalysis and electrochemical sensors.

Miquel Esteban is Professor, Cristina Ariño and José Manuel Díaz-Cruz are Associated Professors at the Department of Chemical Engineering and Analytical Chemistry in the University of Barcelona.

Introduction.- Main characteristics and types of electrochemical data.- Exploratory data analysis.- Experimental design and optimization.- Calibration.- Model identification.- Expert systems in electroanalysis.

"To the best of my knowledge, this is the unique book giving an exhaustive overview of chemometric techniques applied to the specific and peculiar field of electroanalysis. ... The present book is a valuable contribution in the field of chemometrics applied to electroanalysis." (Florence Lagarde, Analytical and Bioanalytical Chemistry, Vol. 412, 2020)

Erscheinungsdatum	17.08.2019
Reihe/Serie	Monographs in Electrochemistry
Zusatzinfo	XII, 202 p.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	481 g
Themenwelt	Mathematik / Informatik ► Informatik
	Naturwissenschaften ► Chemie ► Analytische Chemie
	Naturwissenschaften ► Chemie ► Physikalische Chemie
Schlagworte	artificial neural networks electroanalysis • artificial neural networks electrochemistry • Chemometrics • Chemometrics in Electrochemistry • Data Processing in Electrochemistry • deconvolution electrochemistry • Electroanalysis • Electroanalytical Chemistry • Electrochemical data • Electrochemical Data Analysis • soft-modeling electrochmistry • Voltammetry
ISBN-10	3-030-21383-8 / 3030213838
ISBN-13	978-3-030-21383-1 / 9783030213831
Zustand	Neuware