Introduction to Engineering Statistics and Six Sigma
Springer London Ltd (Verlag)
978-1-85233-955-5 (ISBN)
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It is said that six sigma methods are vital to survive, let alone thrive, in today's competitive markets, but what are these methods and how or when do we use them? This book describes related methods and details case studies showing how they've been applied in engineering and business to save millions of dollars. These methods include: design of experiments (DOE) and statistical process control (SPC) charting approaches, failure mode and effects analysis (FMEA), formal optimization, genetic algorithms, gauge reproducibility and repeatability (R & R), linear regression, neural nets, simulation, quality function deployment (QFD) and Taguchi methods. The aim is to help the reader determine which methods to use in which scenario and to predict the effectiveness of these methods. Illustrative examples support all methods presented and case-study based exercises help the reader associate techniques with industrial problems. A glossary of acronyms is provided in addition to solutions to homework and practice exams.
List of Acronyms.- Introduction.- Part I: Statistical Quality Control: Statistical Quality Control and Six Sigma.- Define Phase and Strategy.- Measure Phase and Statistical Charting.- Analyze Phase.- Improve or Design Phase.- Control or Verify Phase.- Advanced SQC Methods.- SQC Case Studies.- SQC Theory.- Part II: Design of Experiments (DOE) and Regression: DOE: The Jewel of Quality Engineering.- DOE: Screening Using Fractional Factorials.- DOE: Response Surface Methods.- DOE: Robust Design.- Regression.- Advanced Regression and Alternatives.- DOE and Regression Case Studies.- DOE and Regression Theory.- Part III: Optimization and Strategy: Optimization and Strategy.- Tolerance Design.- Six Sigma Project Design.- Glossary.- Problem Solutions.- Index.
| Erscheint lt. Verlag | 26.9.2006 |
|---|---|
| Zusatzinfo | 114 black & white illustrations, 156 black & white tables, 114 black & white line drawings |
| Verlagsort | England |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 948 g |
| Einbandart | gebunden |
| Themenwelt | Technik |
| Wirtschaft ► Betriebswirtschaft / Management | |
| ISBN-10 | 1-85233-955-1 / 1852339551 |
| ISBN-13 | 978-1-85233-955-5 / 9781852339555 |
| Zustand | Neuware |
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