Design Of Experiments For Reliability Achievement

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Design of Experiments for Reliability Achievement

Steven E. Rigdon,Rong Pan,Douglas C. Montgomery,Laura Freeman
Design of Experiments for Reliability Achievement Book PDF

Author : Steven E. Rigdon,Rong Pan,Douglas C. Montgomery,Laura Freeman
Publisher : John Wiley & Sons
Page : 420 pages
File Size : 41,6 Mb
Release : 2022-05-24
Category : Science
ISBN : 9781119237693

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Design of Experiments for Reliability Achievement by Steven E. Rigdon,Rong Pan,Douglas C. Montgomery,Laura Freeman Pdf

ENABLES READERS TO UNDERSTAND THE METHODS OF EXPERIMENTAL DESIGN TO SUCCESSFULLY CONDUCT LIFE TESTING TO IMPROVE PRODUCT RELIABILITY This book illustrates how experimental design and life testing can be used to understand product reliability in order to enable reliability improvements. The book is divided into four sections. The first section focuses on statistical distributions and methods for modeling reliability data. The second section provides an overview of design of experiments including response surface methodology and optimal designs. The third section describes regression models for reliability analysis focused on lifetime data. This section provides the methods for how data collected in a designed experiment can be properly analyzed. The final section of the book pulls together all of the prior sections with customized experiments that are uniquely suited for reliability testing. Throughout the text, there is a focus on reliability applications and methods. It addresses both optimal and robust design with censored data. To aid in reader comprehension, examples and case studies are included throughout the text to illustrate the key factors in designing experiments and emphasize how experiments involving life testing are inherently different. The book provides numerous state-of-the-art exercises and solutions to help readers better understand the real-world applications of experimental design and reliability. The authors utilize R and JMP® software throughout as appropriate, and a supplemental website contains the related data sets. Written by internationally known experts in the fields of experimental design methodology and reliability data analysis, sample topics covered in the book include: An introduction to reliability, lifetime distributions, censoring, and inference for parameter of lifetime distributions Design of experiments, optimal design, and robust design Lifetime regression, parametric regression models, and the Cox Proportional Hazard Model Design strategies for reliability achievement Accelerated testing, models for acceleration, and design of experiments for accelerated testing The text features an accessible approach to reliability for readers with various levels of technical expertise. This book is a key reference for statistical researchers, reliability engineers, quality engineers, and professionals in applied statistics and engineering. It is a comprehensive textbook for upper-undergraduate and graduate-level courses in statistics and engineering.

Design of Experiments for Reliability Achievement

Steven E. Rigdon,Rong Pan,Douglas C. Montgomery,Laura Freeman
Design of Experiments for Reliability Achievement Book PDF

Author : Steven E. Rigdon,Rong Pan,Douglas C. Montgomery,Laura Freeman
Publisher : John Wiley & Sons
Page : 420 pages
File Size : 45,7 Mb
Release : 2022-05-04
Category : Science
ISBN : 9781119237747

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Design of Experiments for Reliability Achievement by Steven E. Rigdon,Rong Pan,Douglas C. Montgomery,Laura Freeman Pdf

ENABLES READERS TO UNDERSTAND THE METHODS OF EXPERIMENTAL DESIGN TO SUCCESSFULLY CONDUCT LIFE TESTING TO IMPROVE PRODUCT RELIABILITY This book illustrates how experimental design and life testing can be used to understand product reliability in order to enable reliability improvements. The book is divided into four sections. The first section focuses on statistical distributions and methods for modeling reliability data. The second section provides an overview of design of experiments including response surface methodology and optimal designs. The third section describes regression models for reliability analysis focused on lifetime data. This section provides the methods for how data collected in a designed experiment can be properly analyzed. The final section of the book pulls together all of the prior sections with customized experiments that are uniquely suited for reliability testing. Throughout the text, there is a focus on reliability applications and methods. It addresses both optimal and robust design with censored data. To aid in reader comprehension, examples and case studies are included throughout the text to illustrate the key factors in designing experiments and emphasize how experiments involving life testing are inherently different. The book provides numerous state-of-the-art exercises and solutions to help readers better understand the real-world applications of experimental design and reliability. The authors utilize R and JMP® software throughout as appropriate, and a supplemental website contains the related data sets. Written by internationally known experts in the fields of experimental design methodology and reliability data analysis, sample topics covered in the book include: An introduction to reliability, lifetime distributions, censoring, and inference for parameter of lifetime distributions Design of experiments, optimal design, and robust design Lifetime regression, parametric regression models, and the Cox Proportional Hazard Model Design strategies for reliability achievement Accelerated testing, models for acceleration, and design of experiments for accelerated testing The text features an accessible approach to reliability for readers with various levels of technical expertise. This book is a key reference for statistical researchers, reliability engineers, quality engineers, and professionals in applied statistics and engineering. It is a comprehensive textbook for upper-undergraduate and graduate-level courses in statistics and engineering.

Reliability Improvement with Design of Experiment

Lloyd Condra
Reliability Improvement with Design of Experiment Book PDF

Author : Lloyd Condra
Publisher : CRC Press
Page : 416 pages
File Size : 51,6 Mb
Release : 2018-05-04
Category : Technology & Engineering
ISBN : 9781482270846

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Reliability Improvement with Design of Experiment by Lloyd Condra Pdf

A guide to implementing and operating a practical reliability program using carefully designed experiments to provide information quickly, efficiently and cost effectively. It emphasizes real world solutions to daily problems. The second edition contains a special expanded section demonstrating how to combine accelerated testing with design of experiments for immediate improvement.

Reliability Improvement with Design of Experiment, Second Edition,

Lloyd Condra
Reliability Improvement with Design of Experiment Second Edition Book PDF

Author : Lloyd Condra
Publisher : CRC Press
Page : 418 pages
File Size : 42,7 Mb
Release : 2001-04-19
Category : Technology & Engineering
ISBN : 0824705270

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Reliability Improvement with Design of Experiment, Second Edition, by Lloyd Condra Pdf

A guide to implementing and operating a practical reliability program using carefully designed experiments to provide information quickly, efficiently and cost effectively. It emphasizes real world solutions to daily problems. The second edition contains a special expanded section demonstrating how to combine accelerated testing with design of experiments for immediate improvement.

Reliability Improvement with Design of Experiments

Lloyd W. Condra
Reliability Improvement with Design of Experiments Book PDF

Author : Lloyd W. Condra
Publisher : Unknown
Page : 392 pages
File Size : 40,5 Mb
Release : 1993
Category : Business & Economics
ISBN : UOM:39015029945816

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Reliability Improvement with Design of Experiments by Lloyd W. Condra Pdf

A guide to implementing and operating a practical reliability program using carefully designed experiments to provide information quickly, efficiently and cost effectively. It emphasizes real world solutions to daily problems. The second edition contains a special expanded section demonstrating how to combine accelerated testing with design of experiments for immediate improvement.

Fundamentals of Design of Experiments for Automotive Engineering Volume I

Young J. Chiang,Amy L. Chiang
Fundamentals of Design of Experiments for Automotive Engineering Volume I Book PDF

Author : Young J. Chiang,Amy L. Chiang
Publisher : SAE International
Page : 358 pages
File Size : 41,7 Mb
Release : 2023-11-28
Category : Computers
ISBN : 9781468606034

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Fundamentals of Design of Experiments for Automotive Engineering Volume I by Young J. Chiang,Amy L. Chiang Pdf

In a world where innovation and sustainability are paramount, Fundamentals of Design of Experiments for Automotive Engineering: Volume I serves as a definitive guide to harnessing the power of statistical thinking in product development. As first of four volumes in SAE International’s DOE for Product Reliability Growth series, this book presents a practical, application-focused approach by emphasizing DOE as a dynamic tool for automotive engineers. It showcases real-world examples, demonstrating how process improvements and system optimizations can significantly enhance product reliability. The author, Yung Chiang, leverages extensive product development expertise to present a comprehensive process that ensures product performance and reliability throughout its entire lifecycle. Whether individuals are involved in research, design, testing, manufacturing, or marketing, this essential reference equips them with the skills needed to excel in their respective roles. This book explores the potential of Reliability and Sustainability with DOE, featuring the following topics: - Fundamental prerequisites for deploying DOE: Product reliability processes, measurement uncertainty, failure analysis, and design for reliability. - Full factorial design 2K: A system identification tool for relating objectives to factors and understanding main and interactive effects. - Fractional factorial design 2RK-P: Ideal for identifying main effects and 2-factor interactions. - General fractional factorial design LK-P: Systematically identification of significant inputs and analysis of nonlinear behaviors. - Composite designs as response surface methods: Resolving interactions and optimizing decisions with limited factors. - Adapting to practical challenges with “short” DOE: Leveraging optimization schemes like D-optimality, and A-optimality for optimal results. Readers are encouraged not to allow product failures to hinder progress but to embrace the "statistical thinking" embedded in DOE. This book can illuminate the path to designing products that stand the test of time, resulting in satisfied customers and thriving businesses. (ISBN 9781468606027, ISBN 9781468606034, ISBN 9781468606041, DOI 10.4271/9781468606034)

An Introduction to Design of Experiments

Larry B. Barrentine
An Introduction to Design of Experiments Book PDF

Author : Larry B. Barrentine
Publisher : Quality Press
Page : 122 pages
File Size : 44,6 Mb
Release : 2001-09-25
Category : Business & Economics
ISBN : 9780873891349

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An Introduction to Design of Experiments by Larry B. Barrentine Pdf

This book is intended for people who have either been intimidated in their attempts to learn about Design of Experiments (DOE) or who have not appreciated the potential of that family of tools in their process improvement efforts. This introduction to DOE showcases the power and utility of this statistical tool while teaching the audience how to plan and analyze an experiment. It is also an attempt to dispel the conception that DOE is reserved only for those with advanced mathematics training. It will be demonstrated that DOE is primarily a logic tool that can be easily grasped and applied, requiring only basic math skills. The book's intent is to introduce the basics and persuade the reader of the power of this tool. The material covered will still be sufficient to support a high proportion of the experiments one may wish to perform. Contents:Introduction, Experiments with Two Factors, The Analytical Procedures, The Eight Steps for Analysis of Effects, Review of the Experimental Procedures, The Spreadsheet Approach, Experiments with Three Factors, Variation Analysis, Analysis with Unreplicated Experiments, Screening Design, Other Types of Design, Problems and Questions, Review of the Basics in Managing DOE, What Inhibits Applications of DOE?

Design of Experiments for Engineers and Scientists

Jiju Antony
Design of Experiments for Engineers and Scientists Book PDF

Author : Jiju Antony
Publisher : Elsevier
Page : 190 pages
File Size : 52,5 Mb
Release : 2003-09-05
Category : Technology & Engineering
ISBN : 9780080469959

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Design of Experiments for Engineers and Scientists by Jiju Antony Pdf

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

Design of Experiments

Thomas Lorenzen,Virgil Anderson
Design of Experiments Book PDF

Author : Thomas Lorenzen,Virgil Anderson
Publisher : CRC Press
Page : 436 pages
File Size : 49,6 Mb
Release : 1993-07-29
Category : Mathematics
ISBN : 0824790774

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Design of Experiments by Thomas Lorenzen,Virgil Anderson Pdf

Presents a novel approach to the statistical design of experiments, offering a simple way to specify and evaluate all possible designs without restrictions to classes of named designs. The work also presents a scientific design method from the recognition stage to implementation and summarization.

Integrated Reliability

John Osarenren
Integrated Reliability Book PDF

Author : John Osarenren
Publisher : CRC Press
Page : 527 pages
File Size : 55,6 Mb
Release : 2015-02-12
Category : Technology & Engineering
ISBN : 9781482249422

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Integrated Reliability by John Osarenren Pdf

Consider a Viable and Cost-Effective Platform for the Industries of the Future (IOF)Benefit from improved safety, performance, and product deliveries to your customers. Achieve a higher rate of equipment availability, performance, product quality, and reliability. Integrated Reliability: Condition Monitoring and Maintenance of Equipment incorporate

Design and Analysis of Experiments, Introduction to Experimental Design

Klaus Hinkelmann,Oscar Kempthorne
Design and Analysis of Experiments Introduction to Experimental Design Book PDF

Author : Klaus Hinkelmann,Oscar Kempthorne
Publisher : John Wiley & Sons
Page : 528 pages
File Size : 47,6 Mb
Release : 1994-03-22
Category : Mathematics
ISBN : 0471551783

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Design and Analysis of Experiments, Introduction to Experimental Design by Klaus Hinkelmann,Oscar Kempthorne Pdf

Design and analysis of experiments/Hinkelmann.-v.1.

Basic Experimental Strategies and Data Analysis for Science and Engineering

John Lawson,John Erjavec
Basic Experimental Strategies and Data Analysis for Science and Engineering Book PDF

Author : John Lawson,John Erjavec
Publisher : CRC Press
Page : 445 pages
File Size : 44,6 Mb
Release : 2016-11-03
Category : Business & Economics
ISBN : 9781466512184

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Basic Experimental Strategies and Data Analysis for Science and Engineering by John Lawson,John Erjavec Pdf

Every technical investigation involving trial-and-error experimentation embodies a strategy for deciding what experiments to perform, when to quit, and how to interpret the data. This handbook presents several statistically derived strategies which are more efficient than any intuitive approach and will get the investigator to their goal with the fewest experiments, give the greatest degree of reliability to their conclusions, and keep the risk of overlooking something of practical importance to a minimum. Features: Provides a comprehensive desk reference on experimental design that will be useful to practitioners without extensive statistical knowledge Features a review of the necessary statistical prerequisites Presents a set of tables that allow readers to quickly access various experimental designs Includes a roadmap for where and when to use various experimental design strategies Shows compelling examples of each method discussed Illustrates how to reproduce results using several popular software packages on a companion web site Following the outlines and examples in this book should quickly allow a working professional or student to select the appropriate experimental design for a research problem at hand, follow the design to conduct the experiments, and analyze and interpret the resulting data. John Lawson and John Erjavec have a combined 25 years of industrial experience and over 40 years of academic experience. They have taught this material to numerous practicing engineers and scientists as well as undergraduate and graduate students.

Experimental Design

Paul D. Berger,Robert E. Maurer,Giovana B. Celli
Experimental Design Book PDF

Author : Paul D. Berger,Robert E. Maurer,Giovana B. Celli
Publisher : Springer
Page : 639 pages
File Size : 40,9 Mb
Release : 2017-11-28
Category : Mathematics
ISBN : 9783319645834

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Experimental Design by Paul D. Berger,Robert E. Maurer,Giovana B. Celli Pdf

This text introduces and provides instruction on the design and analysis of experiments for a broad audience. Formed by decades of teaching, consulting, and industrial experience in the Design of Experiments field, this new edition contains updated examples, exercises, and situations covering the science and engineering practice. This text minimizes the amount of mathematical detail, while still doing full justice to the mathematical rigor of the presentation and the precision of statements, making the text accessible for those who have little experience with design of experiments and who need some practical advice on using such designs to solve day-to-day problems. Additionally, an intuitive understanding of the principles is always emphasized, with helpful hints throughout.

Planning of Experiments

D. R. Cox
Planning of Experiments Book PDF

Author : D. R. Cox
Publisher : Unknown
Page : 330 pages
File Size : 46,5 Mb
Release : 1958-01-15
Category : Design
ISBN : UCAL:B4107140

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Planning of Experiments by D. R. Cox Pdf

Preliminaries. Some Key assumptions. Designs for the reduction of error. Use of supplementary observations to reduce error. Randomization. Basic ideas about factorial experiments. Design of simple factorial experiments. Choice of number of observations. Choice of units, treatments, and observations. More about latin squares. Incomplete nonfactorial designs. Fractional replication and confounding. Cross-over designs. Some special problems.

A First Course in Design and Analysis of Experiments

Gary W. Oehlert
A First Course in Design and Analysis of Experiments Book PDF

Author : Gary W. Oehlert
Publisher : W. H. Freeman
Page : 600 pages
File Size : 50,5 Mb
Release : 2000-01-19
Category : Mathematics
ISBN : 0716735105

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A First Course in Design and Analysis of Experiments by Gary W. Oehlert Pdf

Oehlert's text is suitable for either a service course for non-statistics graduate students or for statistics majors. Unlike most texts for the one-term grad/upper level course on experimental design, Oehlert's new book offers a superb balance of both analysis and design, presenting three practical themes to students: • when to use various designs • how to analyze the results • how to recognize various design options Also, unlike other older texts, the book is fully oriented toward the use of statistical software in analyzing experiments.