Fundamentals of Design of Experiments for Automotive Engineering Volume I: Volume I

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Young J. Chiang Amy L Chiang

Fundamentals of Design of Experiments for Automotive Engineering Volume I

Volume I

Young J. Chiang, Amy L Chiang

$295.95 $236.62

Hardback

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English

SAE International
28 November 2023

Probability & statistics; Dynamics & statics; Computing: general; Software Engineering; Data mining

"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."

By: Young J. Chiang, Amy L Chiang
Imprint: SAE International
Country of Publication: United States
Dimensions: Height: 254mm, Width: 203mm, Spine: 29mm
Weight: 1.202kg
ISBN: 9781468606027
ISBN 10: 1468606026
Pages: 358
Publication Date: 28 November 2023
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active

Young Chiang earned his PhD degree in 1983 (Department of Engineering Mechanics, University of Wisconsin-Madison). He has 30 years of engineering and management experiences with product R&D, CAE, design, reliability, quality, manufacturing, and program management in the US automotive industry, including Uniroyal (Michelin), Cummins, Magna, Edscha, Danaher, CTS, Coda, and Chrysler. Dr. Chiang was a member of ASME and SAE. After retiring from the US automotive industry, he worked as the vice director of Weichai Power Research Center (Shandong, China) and founded Weichai Institute of Reliability Research. He was also named the vice director of China Key State Laboratory of Engine Reliability and the executive commissioner on Reliability Committee, Chinese Mechanical Engineering Society.