Lazic Design of Experiments in Chemical Engineering

A Practical Guide
1. Auflage 2006
ISBN: 978-3-527-60459-3
Verlag: Wiley-VCH
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 610 Seiten, E-Book

Grundkonzepte der Statistik, der Versuchsplanung und der Optimierung wurden vom Autor dieses Bandes lebendig und anschaulich aufbereitet, zugeschnitten speziell auf Anwendungen aus der Chemie und Chemietechnik. Theorie und methodische Ansätze werden nach Möglichkeit vereinheitlicht und vereinfacht. Seine umfangreichen Erfahrungen sammelte der Autor bei der Beratung von Studenten, Forschern und Ingenieuren bei der Optimierung chemischer Systeme und Prozesse.

Autoren/Hrsg.

Lazic, Zivorad R.

Inhaltsverzeichnis

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

Über Autor(innen)

Zivorad R. Lazic is Quality Assurance Manager at Lenzing Fibers Corporation, Lowland, Tennessee, USA. Born in Ljubovija, Serbia, he completed his studies at Belgrade University, writing his thesis under the supervision of Prof. Dragoljub Vukovic. He began his career in Belgrade at the Military Technical Institute (VTI), where he was Head of Department for R&D into composite rocket propellants. He was trained at Hercules Inc., McGregor, TX, and spent more than six years as Vice President for Process and Product Development in P.T. South Pacific Viscose, Indonesia from 1994 until 2001.

Dr. Lazic's interests include advanced statistical tools, DOE, SPC, EVOP, neural network modeling and the six-sigma approach.