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BSI PD ISO/TR 13195:2015

BSI PD ISO/TR 13195:2015

$215.11

Selected illustrations of response surface method. Central composite design

Published By Publication Date Number of Pages
BSI 2015 92
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This Technical Report describes the steps necessary to understand the scope of Response Surface Methodology (RSM) and the method to analyse data collected using Central Composite Designs (CCD) through illustration with four distinct applications of this methodology.

Response surface methodology (RSM) is used in order to investigate a relation between the response and the set of quantitative predictor variables or factors. Especially after specifying the vital few controllable factors, RSM is used in order to find the factor setting which optimizes the response.

PDF Catalog

PDF Pages PDF Title
6 Foreword
7 Introduction
9 1 Scope
2 Terms and definitions
14 3 Symbols and abbreviated terms
3.1 Symbols
3.2 Abbreviated terms
15 4 Generic descriptions of central composite designs
4.1 Overview of the structure of the examples in Annexes A to D
4.2 Overall objective(s) of a response surface experiment
16 4.3 Description of the response variable(s)
4.4 Identification of measurement systems
4.5 Identification of factors affecting the response(s)
4.6 Selection of levels for each factor
17 4.6.1 Factorial runs
4.6.2 Star runs
4.6.3 Centre run
18 4.7 Layout plan of the CCD with randomization principle
4.8 Analyse the results — Numerical summaries and graphical displays
19 4.9 Present the results
20 4.10 Perform confirmation run
5 Description of Annexes A through D
5.1 Comparing and contrasting the examples
21 5.2 Experiment summaries
22 Annex A (informative) Effects of fertilizer ingredients on the yield of a crop
36 Annex B (informative) Optimization of the button tactility using central composite design
49 Annex C (informative) Semiconductor die deposition process optimization
60 Annex D (informative) Process yield-optimization of a palladium-copper catalysed C-C-bond formation
78 Annex E (informative) Background on response surface designs
88 Bibliography

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BSI PD ISO/TR 13195:2015
$215.11