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Design of Experiments in Chemical Engineering: A Practical Guide

Design of Experiments in Chemical Engineering: A Practical Guide

          
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About the Book

While existing books related to DOE are focused either on process or mixture factors or analyze specific tools from DOE science, this text is structured both horizontally and vertically, covering the three most common objectives of any experimental research: * screening designs * mathematical modeling, and * optimization. Written in a simple and lively manner and backed by current chemical product studies from all around the world, the book elucidates basic concepts of statistical methods, experiment design and optimization techniques as applied to chemistry and chemical engineering. Throughout, the focus is on unifying the theory and methodology of optimization with well-known statistical and experimental methods. The author draws on his own experience in research and development, resulting in a work that will assist students, scientists and engineers in using the concepts covered here in seeking optimum conditions for a chemical system or process. With 441 tables, 250 diagrams, as well as 200 examples drawn from current chemical product studies, this is an invaluable and convenient source of information for all those involved in process optimization.

Table of Contents:
Preface I INTRODUCTION TO STATISTICS FOR ENGINEERS Basic Distributions of Discrete and Continual Random Variables Statistical Inference Statistical Estimation Tests and Estimates on Statistical Variance Analysis of Variance Regression Analysis Correlation Analysis References II DESIGN AND ANALYSIS OF EXPERIMENTS Introduction to Design of Experiments-Doe Preliminary Examination of Subject of Research Basic Experiment-Mathematical Modeling Statistical Analysis of Experimental Results Experimental Optimization of Research Subject Canonical Analysis of the Response Surface Examples of Complex Optimizations References III MIXTURE DESIGN Screening Designs Simplex Lattice Design Scheffe Simplex Lattice Design Simplex Centroid Design Extreme Vertices Design D-Optimal Design Draper-Lawrence Design Full Factorial Mixture Design Crossed Design-Full Factorial Combined with Mixture Design Examples of Complex Optimization Mixture Problems References IV APPENDIX Answers to Selected Problems Tables of Statistical Functions


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Product Details
  • ISBN-13: 9783527311422
  • Publisher: Wiley-VCH Verlag GmbH
  • Publisher Imprint: Blackwell Verlag GmbH
  • Depth: 31
  • Language: English
  • Returnable: N
  • Spine Width: 35 mm
  • Weight: 1191 gr
  • ISBN-10: 3527311424
  • Publisher Date: 29 Oct 2004
  • Binding: Hardback
  • Height: 243 mm
  • No of Pages: 620
  • Series Title: English
  • Sub Title: A Practical Guide
  • Width: 176 mm


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