This chapter is about experiments for quality improvement and the innovation of products and processes performed by computer simulation. It describes familiar methods for creating surrogate models of simulators (emulators), with particular reference to Kriging interpolation, and some new ways of fitting the models to the simulated data. It also deals with the advantages of computer experiments performed sequentially, and with computer experiments in which some of the random noise factors that affect the output of a process are simulated stochastically. As an example, an application to the integrated parameter and tolerance design of a high-precision space-measuring instrument is illustrated, and other potential applications are also mentioned.

Computer simulations for the optimization of technological processes

BALDI ANTOGNINI, ALESSANDRO;GIOVAGNOLI, ALESSANDRA;ZAGORAIOU, MAROUSSA
2009

Abstract

This chapter is about experiments for quality improvement and the innovation of products and processes performed by computer simulation. It describes familiar methods for creating surrogate models of simulators (emulators), with particular reference to Kriging interpolation, and some new ways of fitting the models to the simulated data. It also deals with the advantages of computer experiments performed sequentially, and with computer experiments in which some of the random noise factors that affect the output of a process are simulated stochastically. As an example, an application to the integrated parameter and tolerance design of a high-precision space-measuring instrument is illustrated, and other potential applications are also mentioned.
Statistics for Innovation - Statistical Design of "Continuous" Product Innovation
65
88
Baldi Antognini A.; Giovagnoli A.; Romano D.; Zagoraiou M.
File in questo prodotto:
Eventuali allegati, non sono esposti

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: http://hdl.handle.net/11585/73150
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact