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Design of Experiments for Engineers and Scientists, by Jiju Antony
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The tools and technique used in the Design of Experiments (DOE) have been proved successful in meeting the challenge of continuous improvement over the last 15 years. However, research has shown that applications of these techniques in small and medium-sized manufacturing companies are limited due to a lack of statistical knowledge required for their effective implementation. Although many books have been written in this subject, they are mainly by statisticians, for statisticians and not appropriate for engineers.
Design of Experiments for Engineers and Scientists overcomes the problem of statistics by taking a unique approach using graphical tools. The same outcomes and conclusions are reached as by those using statistical methods and readers will find the concepts in this book both familiar and easy to understand. The book treats Planning, Communication, Engineering, Teamwork and Statistical Skills in separate chapters and then combines these skills through the use of many industrial case studies. Design of Experiments forms part of the suite of tools used in Six Sigma.
Key features:
* Provides essential DOE techniques for process improvement initiatives
* Introduces simple graphical techniques as an alternative to advanced statistical methods – reducing time taken to design and develop prototypes, reducing time to reach the market
* Case studies place DOE techniques in the context of different industry sectors
* An excellent resource for the Six Sigma training program
This book will be useful to engineers and scientists from all disciplines tackling all kinds of manufacturing, product and process quality problems and will be an ideal resource for students of this topic.
Dr Jiju Anthony is Senior Teaching Fellow at the International Manufacturing Unit at Warwick University. He is also a trainer and consultant in DOE and has worked as such for a number of companies including Motorola, Vickers, Procter and Gamble, Nokia, Bosch and a large number of SMEs.
* Provides essential DOE techniques for process improvement initiatives
* Introduces simple graphical techniques as an alternative to advanced statistical methods - reducing time taken to design and conduct tests
* Case studies place DOE techniques in the context of different industry sectors
- Sales Rank: #1171425 in Books
- Brand: Brand: Elsevier
- Published on: 2003-11-07
- Original language: English
- Number of items: 1
- Dimensions: 9.25" h x .40" w x 6.50" l, .73 pounds
- Binding: Paperback
- 152 pages
- Used Book in Good Condition
Review
"This is a book outlining a method of designing experiments highly suitable for those in the Manufacturing field for whom it is written...Jiju puts forward an excellent method, Design of Experiments (DOE), to show how improvements can be brought about. While the subject matter is not new...the exclusive focus he gives to manufacturing problems and the wider insights into human considerations if the theory is to be brought to successful practice are admirable. The book is well structured to prepare the reader, to explain to the reader and then confirm the reader with sets of exercises.
- Tribology International, Volume 37, Issue 9
From the Back Cover
The tools and technique used in the Design of Experiments (DOE) have been proved successful in meeting the challenge of continuous improvement over the last 15 years. However, research has shown that applications of these techniques in small and medium-sized manufacturing companies are limited due to a lack of statistical knowledge required for their effective implementation. Although many books have been written in this subject, they are mainly by statisticians, for statisticians and not appropriate for engineers.
Design of Experiments for Engineers and Scientists overcomes the problem of statistics by taking a unique approach using graphical tools. The same outcomes and conclusions are reached as by those using statistical methods and readers will find the concepts in this book both familiar and easy to understand. The book treats Planning, Communication, Engineering, Teamwork and Statistical Skills in separate chapters and then combines these skills through the use of many industrial case studies. Design of Experiments forms part of the suite of tools used in Six Sigma.
Key features:
* Provides essential DOE techniques for process improvement initiatives
* Introduces simple graphical techniques as an alternative to advanced statistical methods – reducing time taken to design and develop prototypes, reducing time to reach the market
* Case studies place DOE techniques in the context of different industry sectors
* An excellent resource for the Six Sigma training program
This book will be useful to engineers and scientists from all disciplines tackling all kinds of manufacturing, product and process quality problems and will be an ideal resource for students of this topic.
Dr Jiju Anthony is Senior Teaching Fellow at the International Manufacturing Unit at Warwick University. He is also a trainer and consultant in DOE and has worked as such for a number of companies including Motorola, Vickers, Procter and Gamble, Nokia, Bosch and a large number of SMEs.
About the Author
Dr Jiju Antony is Professor of Quality Management and Deputy Director of the Institute of Operations management with the University of Strathclyde. He is also a trainer and consultant in DOE and has worked as such for a number of companies including Motorola, Vickers, Procter and Gamble, Nokia, Bosch and a large number of SMEs.
Most helpful customer reviews
20 of 20 people found the following review helpful.
A true book for Practitioners and Academicians
By Prof. M. K. Tiwari
This book provides insight into various aspects of design of experiments. Design of experiment is a powerful tool, which is used for process planning, designing and analyzing the experiment, and to obtain effective and efficient conclusion. Author has exploited his industrial and academic experience to provide detailed analysis of design of experiment with examples and hence this book is at centre stage for Decision Makers (DM). On studying this book, DM (engineers and managers) can easily apply design of experiment to real world problems and explore the influence of each and every parameter on the process performance.
This book is comprised of 9 sections, each presenting various aspects of design of experiments. First section addresses the introduction to DOE, which stresses on importance on experimentation in an organization. Second section discusses fundamentals of DOE with a framework to develop a measurement system and quality characteristics for industrial experiments. Section 3 illustrates the significance of interaction of process parameters, and provides graphical tools to handle them. Fourth section illustrates the concrete steps to plan, design, conduct and analyze the industrially designed experiments. Section 5 presents screening design, used for exploring, and discovers their influence on the process performance. Section 6 discusses the use of full factorial designs at 2 levels in industrial experiments and how to analyze and interpret the results of experiments using graphical tools generated by Mini tab software. Section 7 points out the importance to construct fractional factorial experiments. In section eight key points are depicted for making successful experiments. Last section provides eight real life industrial problems to illustrate the power of DOE.
One of the key facets of this book is enclosure of number of case studies, which exploits the capability to build knowledge base on design of experiments. This book also bridges the gap between real life problem and research work using design of experiments.
This book will be of great interest to students and researchers, who are most of the time aware of the existing theories but not conversant to select the best method or the value of process parameter which has significant effect on the performance metrics of the system. The book is well structured and contains ample case materials, reflective questions, and references to promote future research in this area. The book is easy to read, and likely to find its way on to the desk of practitioners, students and researchers.
14 of 14 people found the following review helpful.
Excellent book for both industrial and academic use
By Gary Pickrell
"Design of Experiments for Engineers and Scientists" is a well written and easily understandable text on the subject of practical experimental design considerations. Whether you are a practicing engineer in business or an instructor at an academic institution, I think that you will find this to be an excellent introductory textbook. It is simple enough for an engineer that does not have an extensive statistical or mathematical background to read through once, grasp the concepts and be able to apply experimental design techniques to improve his company's performance. The graphical presentations are very helpful in this regard. It is also detailed enough to use in a graduate course to introduce engineers to the subject of practical experimental design techniques. Having held a variety of industrial engineering positions from process engineer to member of the Board of Directors before returning to academia, I feel that I am well qualified to judge the value of this book. I have taught a graduate class in experimental design techniques for several years at a major university and will include this as a text for my future classes. Being a consultant in the areas of Six Sigma, and Lean Six Sigma, I feel this text will also be very useful for my industrial clients as well!
12 of 14 people found the following review helpful.
Excellent books for Engineers and Managers
By Maneesh
This book will prove an asset for Engineers, Managers and Research students. Statistics was never so simple and easy to learn as described in the book. The more you read, the more you will want to know about DoE. Its a good way of explaining DoE through 8 practical examples and case studies. The book helps in developing a good understanding of the theory of DOE and pratical way of using and analysing the same. I feel that this book is must for Managers and Students
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