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Many engineers and scientists have receive little or no training in designed experiments, and any courses that are available tend to be either abstract and divorced from practical considerations or strictly practical-lacking the rigor and depth necessary for true, long-term understanding.
Practical Guide to Designed Experiments: A Unified Modular Approach bridges that gap, presenting the essential material in a manner that permits rapid application to practical problems but also provides the structure and understanding necessary for long-term growth. It covers two-level and three-level full and fractional factorial design and also includes the L12 and L18 designs popularized by Taguchi. The author describes the role and selection of the system response for measurement and optimization and discusses both conventional and Taguchi approaches, noting their similarities and differences.
Clearly written and well organized, this text shows how the components of experimental design fit and work together. Offering an abundance of examples, case studies, and practice problems, it is highly suited to anyone with a basic science or engineering background but little or no previous exposure to matrix experiments or other elements of planned experimentation.
Sommario
How a Designed Experiment Works. Fundamental Concepts. Statistical Concepts. Array Design (Two-Level Factors). Selection of the Characteristic Response. Inclusion of Real-World Variability. Additional Array Designs (Three-Level Factors and Modifications). Additional Analysis Techniques. Appendices.
Info autore
Paul D. Funkenbusch
Riassunto
Presenting essential material in a way that permits rapid application to practical problems, this guide provides the structure and understanding necessary for long-term growth. The author first explains how the components fit and work together to make a successful experimental design, then analyzes each component in detail, presenting the various a
