| Description |
1 online resource (xv, 287 pages) |
| Contents |
A Simple Comparative Experiment -- An Optimal Screening Experiment -- Adding Runs to a Screening Experiment -- A Response Surface Design with a Categorical Factor -- A Response Surface Design in an Irregularly Shaped Design Region -- A 'Mixture' Experiment with Process Variables -- A Response Surface Design in Blocks -- A Screening Experiment in Blocks -- Experimental Design in the Presence of Covariates -- A Split-Plot Design -- A Two-Way Split-Plot Design |
| Summary |
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 |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Print version record |
| Subject |
Experimental design -- Case studies.
|
|
Industrial engineering -- Experiments -- Computer-aided design -- Case studies.
|
| Genre/Form |
Case studies.
|
| Form |
Electronic book
|
| Author |
Jones, Bradley.
|
| ISBN |
1119974003 (ePDF) |
|
1119974011 (electronic bk.) |
|
1119976162 (ePub) |
|
1119976170 (Mobi) |
|
9781119974000 (ePDF) |
|
9781119974017 (electronic bk.) |
|
9781119976165 (ePub) |
|
9781119976172 (Mobi) |
|
