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.<\/p>\n
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.<\/p>\n
| PDF Pages<\/th>\n | PDF Title<\/th>\n<\/tr>\n | ||||||
|---|---|---|---|---|---|---|---|
| 6<\/td>\n | Foreword <\/td>\n<\/tr>\n | ||||||
| 7<\/td>\n | Introduction <\/td>\n<\/tr>\n | ||||||
| 9<\/td>\n | 1\tScope 2\tTerms and definitions <\/td>\n<\/tr>\n | ||||||
| 14<\/td>\n | 3\tSymbols and abbreviated terms 3.1\tSymbols 3.2\tAbbreviated terms <\/td>\n<\/tr>\n | ||||||
| 15<\/td>\n | 4\tGeneric descriptions of central composite designs 4.1\tOverview of the structure of the examples in Annexes\u00a0A to D 4.2\tOverall objective(s) of a response surface experiment <\/td>\n<\/tr>\n | ||||||
| 16<\/td>\n | 4.3\tDescription of the response variable(s) 4.4\tIdentification of measurement systems 4.5\tIdentification of factors affecting the response(s) 4.6\tSelection of levels for each factor <\/td>\n<\/tr>\n | ||||||
| 17<\/td>\n | 4.6.1\tFactorial runs 4.6.2\tStar runs 4.6.3\tCentre run <\/td>\n<\/tr>\n | ||||||
| 18<\/td>\n | 4.7\tLayout plan of the CCD with randomization principle 4.8\tAnalyse the results \u2014 Numerical summaries and graphical displays <\/td>\n<\/tr>\n | ||||||
| 19<\/td>\n | 4.9\tPresent the results <\/td>\n<\/tr>\n | ||||||
| 20<\/td>\n | 4.10\tPerform confirmation run 5\tDescription of Annexes\u00a0A through D 5.1\tComparing and contrasting the examples <\/td>\n<\/tr>\n | ||||||
| 21<\/td>\n | 5.2\tExperiment summaries <\/td>\n<\/tr>\n | ||||||
| 22<\/td>\n | Annex\u00a0A (informative) Effects of fertilizer ingredients on the yield of a crop <\/td>\n<\/tr>\n | ||||||
| 36<\/td>\n | Annex\u00a0B (informative) Optimization of the button tactility using central composite design <\/td>\n<\/tr>\n | ||||||
| 49<\/td>\n | Annex\u00a0C (informative) Semiconductor die deposition process optimization <\/td>\n<\/tr>\n | ||||||
| 60<\/td>\n | Annex\u00a0D (informative) Process yield-optimization of a palladium-copper catalysed C-C-bond formation <\/td>\n<\/tr>\n | ||||||
| 78<\/td>\n | Annex\u00a0E (informative) Background on response surface designs <\/td>\n<\/tr>\n | ||||||
| 88<\/td>\n | Bibliography <\/td>\n<\/tr>\n<\/table>\n","protected":false},"excerpt":{"rendered":" Selected illustrations of response surface method. Central composite design<\/b><\/p>\n |