Experimental Design and Process Optimization

Experimental Design and Process Optimization PDF

Author: Maria Isabel Rodrigues

Publisher: CRC Press

Published: 2014-12-11

Total Pages: 340

ISBN-13: 1482299550

DOWNLOAD EBOOK →

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.

Industrial Design of Experiments

Industrial Design of Experiments PDF

Author: Sammy Shina

Publisher: Springer Nature

Published: 2022

Total Pages: 391

ISBN-13: 3030862674

DOWNLOAD EBOOK →

This textbook provides the tools, techniques, and industry examples needed for the successful implementation of design of experiments (DoE) in engineering and manufacturing applications. It contains a high-level engineering analysis of key issues in the design, development, and successful analysis of industrial DoE, focusing on the design aspect of the experiment and then on interpreting the results. Statistical analysis is shown without formula derivation, and readers are directed as to the meaning of each term in the statistical analysis. Industrial Design of Experiments: A Case Study Approach for Design and Process Optimization is designed for graduate-level DoE, engineering design, and general statistical courses, as well as professional education and certification classes. Practicing engineers and managers working in multidisciplinary product development will find it to be an invaluable reference that provides all the information needed to accomplish a successful DoE. Presents classical versus Taguchi DoE methodologies as well as techniques developed by the author for successful DoE; Offers a step-wise approach to DoE optimization and interpretation of results; Includes industrial case studies, worked examples and detailed solutions to problems.

Advanced Multiresponse Process Optimisation

Advanced Multiresponse Process Optimisation PDF

Author: Tatjana V. Šibalija

Publisher: Springer

Published: 2015-07-25

Total Pages: 309

ISBN-13: 3319192558

DOWNLOAD EBOOK →

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.

Practical Design of Experiments (DOE)

Practical Design of Experiments (DOE) PDF

Author: Mark Allen Durivage

Publisher: Quality Press

Published: 2016-02-01

Total Pages: 220

ISBN-13: 0873895460

DOWNLOAD EBOOK →

This book was written to aid quality technicians and engineers. It is a result of 30 years of quality-related work experience. To that end, the intent of this book is to provide the quality professional working in virtually any industry a quick, convenient, and comprehensive guide to properly conducting design of experiments (DOE) for the purpose of process optimization. This is a practical introduction to the basics of DOE, intended for people who have never been exposed to design of experiments, been intimidated in their attempts to learn about DOE, or have not appreciated the potential of this family of tools in their process improvement and optimization efforts. In addition, this book is a useful reference when preparing for and taking many of the ASQ quality certification examinations, including the Certified Quality Technician (CQT), Certified Six Sigma Green Belt (CSSGB), Certified Quality Engineer (CQE), Certified Six Sigma Black Belt (CSSBB), and Certified Reliability Engineer (CRE).

Optimization of Behavioral, Biobehavioral, and Biomedical Interventions

Optimization of Behavioral, Biobehavioral, and Biomedical Interventions PDF

Author: Linda M. Collins

Publisher: Springer

Published: 2018-02-08

Total Pages: 319

ISBN-13: 3319722069

DOWNLOAD EBOOK →

This book presents a framework for development, optimization, and evaluation of behavioral, biobehavioral, and biomedical interventions. Behavioral, biobehavioral, and biomedical interventions are programs with the objective of improving and maintaining human health and well-being, broadly defined, in individuals, families, schools, organizations, or communities. These interventions may be aimed at, for example, preventing or treating disease, promoting physical and mental health, preventing violence, or improving academic achievement. This volume introduces the multiphase optimization strategy (MOST), pioneered at The Methodology Center at the Pennsylvania State University, as an alternative to the classical approach of relying solely on the randomized controlled trial (RCT). MOST borrows heavily from perspectives taken and approaches used in engineering, and also integrates concepts from statistics and behavioral science, including the RCT. As described in detail in this book, MOST consists of three phases: preparation, in which the conceptual model underlying the intervention is articulated; optimization, in which experimentation is used to gather the information necessary to identify the optimized intervention; and evaluation, in which the optimized intervention is evaluated in a standard RCT. Through numerous examples, the book demonstrates that MOST can be used to develop interventions that are more effective, efficient, economical, and scalable. Optimization of Behavioral, Biobehavioral, and Biomedical Interventions: The Multiphase Optimization Strategy is the first book to present a comprehensive introduction to MOST. It will be an essential resource for behavioral, biobehavioral, and biomedical scientists; statisticians, biostatisticians, and analysts working in epidemiology and public health; and graduate-level courses in development and evaluation of interventions.

Design of Experiments (DOE) Using Design Expert V. 10: a Practical Guide for Process Optimization

Design of Experiments (DOE) Using Design Expert V. 10: a Practical Guide for Process Optimization PDF

Author: Manos Paraskevas

Publisher:

Published: 2017-11-05

Total Pages: 34

ISBN-13: 9781973232674

DOWNLOAD EBOOK →

They are a lot of software in the market which offer DOE and they are pretty much similar to each other. So far I am using for my daily tasks Minitab, which offers the option for Design of Experiments among others. From financial perspective it worth to spend time and build your competence in Minitab as you can do DOE, Multivariate Regression Analysis, Factor Analysis using PCA (Principal Component Analysis), ANOVA, t-test in one software package. In my book I will focus on Design Expert v.10 from StatEase (I am using the free trial version for 30 days and you can download it from http://www.statease.com/) for two reasons:1. I love this software for its simplicity. For me it was love at first sight, as I can do all my DOE without having programming skills (of course MATLAB can offer more options and graphs, but I have not spent time to learn how to code properly. It is part of my improvement project for 2018-2020).2. There is a gap in the literature for using Design Expert. Of course you can find guides and countless of scientific papers of using Design Expert, but my intention is to explain the necessary steps you need to follow to compete your first experimental design

A Primer on the Taguchi Method, Second Edition

A Primer on the Taguchi Method, Second Edition PDF

Author: Ranjit K. Roy

Publisher: Society of Manufacturing Engineers

Published: 2010

Total Pages: 322

ISBN-13: 0872638642

DOWNLOAD EBOOK →

In the completely revised second edition, additional chapters and more case studies add to the clear, simple, and essentially non-mathematical presentation of the basic concepts, techniques, and applications of the renowned Taguchi approach. This practical guide introduces the fundamentals of Taguchi experimental design and shows engineers how to design, analyze, and interpret experiments for a wide range of common products and processes. What Readers Are Saying "...a clear, step-by-step guide to the Taguchi design of experiments method. The careful descriptions, calculations, and examples demonstrate the versatility of these practical and powerful tools." —Fred Schenkelberg, Consultant, FMS Reliability, Los Gatos, California "Dr. Roy presents the theory and relates it to practical examples, explaining difficult concepts in an understandable manner. This is an easy-to-read, right-on-the-mark guide to understanding and applying Taguchi robust design and DOE. Readers will find these techniques extremely useful, practical, and easily applied to the daily job." —George Li, Process Improvement Manager, Research in Motion, Waterloo, Ontario, Canada "The book has a detailed discussion of Taguchi methods that are not covered in great detail in many books on DOE." —Frederick H. Long, President, Spectroscopic Solutions, LLC, Randolph, New Jersey "Dr. Roy's name is instantly associated with Taguchi methodologies in the manufacturing industries. His skill set is also being recognized for project management instruction. The new edition includes more easy-to-follow descriptions and examples." —Andrea Stamps, Engineering Specialist, Six Sigma Master Black Belt, General Dynamics, Southfield, Michigan "Research engineers, process development engineers, pilot plant engineers, design engineers, national research labs and academic research laboratories should use this book extensively. It's a practical textbook on how to maximize output with minimal use of resources." —Dr. Naresh Mahamuni, Research Associate, North Carolina A&T University, Greensboro, North Carolina "Dr. Roy has many years of practical experience helping engineers understand and improve their engineering, reliability, and problem-solving skills using Dr. Taguchi's ideas. He anticipates questions engineers would ask and provides information exactly when it is needed." —Larry R. Smith, Quality and Reliability Manager (retired), Ford Motor Co., Dearborn, Michigan "A large number of examples support the contents. Case studies are enumerated, which is a strength of the book." —Dr. Pradeep Kumar, Professor and Head, Dept. of Mechanical and Industrial Engineering, IIT Roorkee, Uttarakhand, India "Dr. Roy's book lists many application examples that can help engineers use the Taguchi method effectively." —Dr. Side Zhao, Control Engineer, NACCO Materials Handling Group, Portland, Oregon "The author's experience on the topic is what makes this book very useful as a principal reference in teaching the Taguchi method in quality engineering." —Dr. Carlos Diaz Ramos, Research Professor, Instituto Tecnologico de Orizaba and Universidad Veracruzana, Mexico "The author is able to explain concepts in a very knowledgeable yet down-to-earth and systematic manner. The material is very well organized." —Kush Shah, Manager, Alternative Propulsion Technology Quality, General Motors, LLC, Pontiac, Michigan "This book is a valuable introductory text in Taguchi methods with a number of illustrative examples and case studies that make the concepts clearer than books with theory only." —Dr. R. Mahalinga Iyer, Senior Lecturer, Queensland University of Technology, Brisbane, Queensland, Australia.

Social Science Research

Social Science Research PDF

Author: Anol Bhattacherjee

Publisher: CreateSpace

Published: 2012-04-01

Total Pages: 156

ISBN-13: 9781475146127

DOWNLOAD EBOOK →

This book is designed to introduce doctoral and graduate students to the process of conducting scientific research in the social sciences, business, education, public health, and related disciplines. It is a one-stop, comprehensive, and compact source for foundational concepts in behavioral research, and can serve as a stand-alone text or as a supplement to research readings in any doctoral seminar or research methods class. This book is currently used as a research text at universities on six continents and will shortly be available in nine different languages.