The Modern Design of Experiments for Wind Tunnel Testing
Academic Press Inc (Verlag)
978-0-12-804426-1 (ISBN)
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In this ground-breaking new book, DeLoach examines the massive potential for cost savings and quality improvement through DOE methods of testing, driving great interest in the topic within the aerospace community. Understanding the needs of wind tunnel practitioners faced with insufficient resources for, and disappointingly unreliable results through, traditional One Factor At a Time (OFAT) testing, DeLoach has spent decades honing his take on the established Design of Experiments (DOE) approach and applying it to aeronautical testing in a wind tunnel setting. His papers on Modern Design of Experiments (MDOE) relating to experimental aeronautics have won him numerous AIAA 'Outstanding Paper' and 'Best Paper' accolades, as well as a NASA Exceptional Technology Achievement Medal in 2005.
Dr. DeLoach introduced the principles of formal experiment design to the wind tunnel testing community in the 1990's, coining the term "Modern Design of Experiments (MDOE)" to describe an approach focused on acquiring new aerodynamic knowledge rather than simply collecting data in high volume. At conferences of the American Institute of Aeronautics and Astronautics (AIAA), MDOE papers authored by DeLoach have won eleven "Outstanding Paper" or "Best Paper" awards since 2000. He has lectured on MDOE at major government and commercial laboratories throughout the United States, as well as in Europe, Asia, and Africa, and has led "Concepts in the Modern Design of Experiments" seminars for the AIAA for over a decade. In 2005, NASA presented DeLoach with its Exceptional Technology Achievement Medal "for pioneering the development and application of the Modern Design of Experiments in aeronautical research that revolutionized the wind tunnel testing process."
PART I: OVERVIEW OF MODERN AERONAUTICAL EXPERIMENT DESIGN 1. Introduction 2. Elementary Concepts of MDOE Experiment Design 3. A Brief Digression into Some Preliminary Mathematical and Statistical Topics 4. Variance: The Good, The Bad, and the Ugly 5. The Declaration of Independence and Other Quality Assurance Tactics
PART II: COMPARISON EXPERIMENTS 6. Comparison of Two Sample Means 7. Two-Level Full-Factorial Designs 8. Two-Level Fractional-Factorial Designs 9. Comparison of Multiple Sample Means: Analysis of Variance (ANOVA)
PART III: RESPONSE SURFACE MODELLING EXPERIMENTS 10. Introduction to Response Surface Methods 11. Calibration of a Single-Piece Force Balance: A Practical Example of an RSM Design 12. Generalized RSM Experiment Design for Force, Moment, and Pressure Experiments
PART IV: SELECTED ADVANCED TOPICS 13. Bayesian Inference in the Modern Design of Experiments 14. Bidirectionality in Multi-Piece Force Balances 15. Discontinuities across Inference Subspace Boundaries 16. Hierarchy in Response Surface Models 17. Orthogonal Polynomials 18. Epistemological Uncertainty 19. Epilogue: Thoughts on Cultural Inertia and the Future of Formal Experiment Design in Aeronautics
| Erscheinungsdatum | 18.01.2019 |
|---|---|
| Zusatzinfo | Approx. 350 illustrations; Illustrations, unspecified |
| Verlagsort | San Diego |
| Sprache | englisch |
| Maße | 191 x 235 mm |
| Themenwelt | Technik ► Fahrzeugbau / Schiffbau |
| Technik ► Luft- / Raumfahrttechnik | |
| Technik ► Maschinenbau | |
| ISBN-10 | 0-12-804426-8 / 0128044268 |
| ISBN-13 | 978-0-12-804426-1 / 9780128044261 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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