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Advanced Multiresponse Process Optimisation

An Intelligent and Integrated Approach

Produktform: E-Buch Text Elektronisches Buch in proprietärem

This book presents an intelligent, integrated, problem-independent method for multiresponse process optimization. In contrast to traditional approaches, the idea of this method is to provide a unique model for the optimization of various processes, without imposition of assumptions relating to the type of process, the type and number of process parameters and responses, or interdependences among them. The presented method for experimental design of processes with multiple correlated responses is composed of three modules: an expert system that selects the experimental plan based on the orthogonal arrays; the factor effects approach, which performs processing of experimental data based on Taguchi’s quality loss function and multivariate statistical methods; and process modeling and optimization based on artificial neural networks and metaheuristic optimization algorithms. The implementation is demonstrated using four case studies relating to high-tech industries and advanced, non-conventional processes.weiterlesen

Elektronisches Format: PDF

Sprache(n): Englisch

ISBN: 978-3-319-19255-0 / 978-3319192550 / 9783319192550

Verlag: Springer International Publishing

Erscheinungsdatum: 25.07.2015

Seiten: 298

Autor(en): Tatjana V. Sibalija, Vidosav D. Majstorović

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