Stochastic Finite Elements: A Spectral Approach - Couverture souple

Ghanem, Roger G. G.; Spanos, Pol D.

Couverture souple

ISBN 10 : 1461277957 ISBN 13 : 9781461277958

Editeur : Springer, 2011

Synopsis

This monograph considers engineering systems with random parame- ters. Its context, format, and timing are correlated with the intention of accelerating the evolution of the challenging field of Stochastic Finite Elements. The random system parameters are modeled as second order stochastic processes defined by their mean and covari- ance functions. Relying on the spectral properties of the covariance function, the Karhunen-Loeve expansion is used' to represent these processes in terms of a countable set of un correlated random vari- ables. Thus, the problem is cast in a finite dimensional setting. Then, various spectral approximations for the stochastic response of the system are obtained based on different criteria. Implementing the concept of Generalized Inverse as defined by the Neumann Ex- pansion, leads to an explicit expression for the response process as a multivariate polynomial functional of a set of un correlated random variables. Alternatively, the solution process is treated as an element in the Hilbert space of random functions, in which a spectral repre- sentation in terms of the Polynomial Chaoses is identified. In this context, the solution process is approximated by its projection onto a finite subspace spanned by these polynomials.

A propos du livre

Présentation de l'éditeur

Designed for those involved in analysis and design of random systems, this text analyzes a class of discrete mathematical models of engineering systems. It clearly identifies key issues and offers an instructive review of relevant theoretical concepts, with particular attention to a spectral approach. 93 figures. 7 tables. 1991 edition.

Détails de l'édition

• Éditeur: Springer
• Date d'édition: 2011
• Langue: anglais
• ISBN 10: 1461277957
• ISBN 13: 9781461277958
• Reliure: Broché
• Nombre de pages: 228
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible