Experimental Design and Process Optimization - Hardcover

Rodrigues, Maria Isabel; Iemma, Antonio Francisco

Hardcover

ISBN 10: 1482299550 ISBN 13: 9781482299557

Verlag: CRC Press, 2015

Inhaltsangabe

Experimental Design and Process Optimization delves deep into the design of experiments (DOE). The book includes Central Composite Rotational Design (CCRD), fractional factorial, and Plackett and Burman designs as a means to solve challenges in research and development as well as a tool for the improvement of the processes already implemented. Appropriate strategies for 2 to 32 factors are covered in detail in the book.

The book covers the essentials of statistical science to assist readers in understanding and applying the concepts presented. It also presents numerous examples of applications using this methodology. The authors are not only experts in the field but also have significant practical experience. This allows them to discuss the application of the theoretical aspects discussed through various real-world case studies.

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Über die Autorin bzw. den Autor

Maria Isabel Rodrigues is a professor at the University of Campinas in Brazil. She received her BS, MS, and PhD degrees in food engineering from the University of Campinas, Brazil. Dr. Rodrigues has taught courses of experimental design and process optimization at a postgraduate level at the University of Campinas, in private companies, and at other universities and institutions. She has worked as a consultant using this statistical tool in various specialty areas such as bioremediation, developments in microbial analytical methods, and fermentation and enzyme processes as well as in the automotive, chemical, petrochemical, cosmetic, pharmaceutical, and food industries.

Antonio Francisco Iemma

has been a university-level teacher for more than 40 years. He has taught mathematics and biostatistics at the University of Ribeirão Preto, the Universidade Estadual Paulista, and the University of São Paulo. He received his master’s and doctoral degrees in statistics from the University of São Paulo, Brazil. He did his postdoctoral work at the Faculté Universitaire de Sciences Agronomiques de Gembloux in Belgium. Dr. Iemma has been a visiting lecturer at universities in Brazil and other countries such as Argentina, Belgium, Columbia, Cuba, and France, among others. He is also the former manager of biostatistics in the experiment optimization sector for GlaxoSmithKline Biological in Rixensart in Belgium.

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This book is an excellent educational aid for teaching the methodology of experimental design and response surface analysis. It is also a valuable resource for use in R&D as well as for the development or improvement of both analytical methodologies and industrial processes. The authors describe the benefits of the sequential strategy of factorial design, explore the screening design technique developed by Plackett and Burman as an alternative to preliminary selection, and review statistical science essentials to aid readers in understanding and applying the concepts presented.

Details zur Ausgabe

• Verlag: CRC Press
• Erscheinungsdatum: 2015
• Sprache: Englisch
• ISBN 10: 1482299550
• ISBN 13: 9781482299557
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 318
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland