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Bücher Englische Bücher Wissen & Bildung Naturwissenschaft, Medizin, Informatik, Technik Technik Chemische Technik Statistics for Chemical and Process Engineers
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Statistics for Chemical and Process Engineers
Yuri A.W. Shardt (Gebundene Ausgabe, Englisch)
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Beschreibung
A coherent, concise, and comprehensive course in the statistics needed for a modern career in chemical engineering covers all of the concepts required for the American Fundamentals of Engineering Examination. Statistics for Chemical and Process Engineers (second edition) shows the reader how to develop and test models, design experiments and analyze data in ways easily applicable through readily… available software tools like MS Excel® and MATLAB® and is updated for the most recent versions of both. Generalized methods that can be applied irrespective of the tool at hand are a key feature of the text, and it now contains an introduction to the use of state-space methods. The reader is given a detailed framework for statistical procedures covering: data visualization; probability; linear and nonlinear regression; experimental design (including factorial and fractional factorial designs); and dynamic process identification. Main concepts are illustrated with chemical- and process-engineering-relevant examples that can also serve as the bases for checking any subsequent real implementations. Questions are provided (with solutions available for instructors) to confirm the correct use of numerical techniques, and templates for use in MS Excel and MATLAB are also available for download. With its integrative approach to system identification, regression, and statistical theory, this book provides an excellent means of revision and self-study for chemical and process engineers working in experimental analysis and design in petrochemicals, ceramics, oil and gas, automotive and similar industries, and invaluable instruction to advanced undergraduate and graduate students looking to begin a career in the process industries. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
06.01.2022
Sprache
Englisch
EAN
9783030831899
Herausgeber
Springer International Publishing
Sonderedition
Nein
Autor
Yuri A.W. Shardt
Seitenanzahl
430
Auflage
2
Einbandart
Gebundene Ausgabe
Buch Untertitel
A Modern Approach
Schlagwörter
Chemical Engineering Statistics, Industrial Statistics, System Identification, Data Visualization, Design of Experiments, Subspace Methods, Generalised Factorial Design, Regression Analysis, Hypothesis Testing, Data Mining, Data Visualisation, Dynamic Models
Thema-Inhalt
TDC - Industrielle Chemie und Chemietechnologie
PBT - Wahrscheinlichkeitsrechnung und Statistik
TGP - Fertigungstechnik und Ingenieurwesen
Höhe
235 mm
Breite
15.5 cm
Hersteller: Springer, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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