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020 _a9780470744611 (hardback)
_cRM294.80
039 9 _a201206121630
_bariff
_c201206010929
_drasyilla
_y03-26-2012
_zrahah
040 _aUKM
090 _aT57.5.G643
090 _aT57.5
_b.G643
100 1 _aGoos, Peter.
245 1 0 _aOptimal design of experiments :
_ba case study approach /
_cPeter Goos and Bradley Jones.
260 _aHoboken, N.J. :
_bWiley,
_c2011.
300 _axiv, 287 p. :
_bill. ;
_c24 cm.
504 _aIncludes bibliographical references (p. [277]-282) and index.
520 _a'This book demonstrates the utility of the computer-aided optimal design approach using real industrial examples. These examples address questions such as the following: How can I do screening inexpensively if I have dozens of factors to investigate? What can I do if I have day-to-day variability and I can only perform 3 runs a day? How can I do RSM cost effectively if I have categorical factors? How can I design and analyze experiments when there is a factor that can only be changed a few times over the study? How can I include both ingredients in a mixture and processing factors in the same study? How can I design an experiment if there are many factor combinations that are impossible to run? How can I make sure that a time trend due to warming up of equipment does not affect the conclusions from a study? How can I take into account batch information in when designing experiments involving multiple batches? How can I add runs to a botched experiment to resolve ambiguities?While answering these questions the book also shows how to evaluate and compare designs. This allows researchers to make sensible trade-offs between the cost of experimentation and the amount of information they obtain. The structure of the book is organized around the following chapters: 1) Introduction explaining the concept of tailored DOE. 2) Basics of optimal design. 3) Nine case studies dealing with the above questions using the flow: description → design → analysis → optimization or engineering interpretation. 4) Summary. 5) Technical appendices for the mathematically curious'--
_cProvided by publisher.
520 _a'This book demonstrates the utility of the computer-aided optimal design approach using real industrial examples'--
_cProvided by publisher.
650 0 _aIndustrial engineering
_xExperiments
_xComputer-aided design.
650 0 _aExperimental design
_xData processing.
650 0 _aIndustrial engineering
_vCase studies.
650 7 _aSCIENCE / Experiments & Projects
_2bisacsh.
700 1 _aJones, Bradley.
907 _a.b1529657x
_b2021-05-28
_c2019-11-12
942 _c01
_n0
_kT57.5.G643
914 _avtls003493517
991 _aFakulti Sains Sosial Dan Kemanusiaan
998 _al
_b2012-01-03
_cm
_da
_feng
_gnju
_y0
_z.b1529657x
999 _c513527
_d513527