Design of Experiments in Chemical Engineering A Practical Guide 1st Edition by Zivorad Lazic 9783527604593 3527604596
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Product details:
ISBN 10: 3527604596
ISBN 13: 9783527604593
Author: Zivorad R. Lazic
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:
Part I: Introduction to Statistics for Engineers
Chapter 1: Basic Distributions of Discrete and Continual Random Variables
Chapter 2: Statistical Inference
Chapter 3: Statistical Estimation
Chapter 4: Tests and Estimates on Statistical Variance
Chapter 5: Analysis of Variance
Chapter 6: Regression Analysis
Chapter 7: Correlation Analysis
Part II: Design and Analysis of Experiments
Chapter 8: Introduction to Design of Experiments-Doe
Chapter 9: Preliminary Examination of Subject of Research
Chapter 10: Basic Experiment-Mathematical Modeling
Chapter 11: Statistical Analysis of Experimental Results
Chapter 12: Experimental Optimization of Research Subject
Chapter 13: Canonical Analysis of the Response Surface
Chapter 14: Examples of Complex Optimizations
Part III: Mixture Design
Chapter 15: Screening Designs
Chapter 16: Simplex Lattice Design
Chapter 17: Scheffe Simplex Lattice Design
Chapter 18: Simplex Centroid Design
Chapter 19: Extreme Vertices Design
Chapter 20: D-Optimal Design
Chapter 21: Draper-Lawrence Design
Chapter 22: Full Factorial Mixture Design
Chapter 23: Crossed Design-Full Factorial Combined with Mixture Design
Chapter 24: Examples of Complex Optimization Mixture Problems
Part IV: Appendix
Chapter 25: Answers to Selected Problems
Chapter 26: Tables of Statistical Functions
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Tags: Zivorad Lazic, Design, Experiments, Chemical, Engineering