Observation Based PDE Models for Stochastic Production Systems: Supply Chain Modeling

 
9783639104547: Observation Based PDE Models for Stochastic Production Systems: Supply Chain Modeling

In this book, continuum models of re-entrant production systems are developed that treat the ?ow of products in analogy to traffic ?ow. Specifically, the dynamics of material ?ow through a re - entrant factory via a parabolic conservation law is modeled describing the product density and ?ux in the factory. The basic idea underlying the approach is to obtain transport coefficients for ?uid dynamic models in a multiscale setting simultaneously from Monte Carlo simulations and actual observations of the physical system, i.e. a production factory. Since partial differential equation (PDE) - conservation laws are successfully used for modeling the dynamical behavior of product ?ow in manufacturing systems, a highly re-entrant manufacturing systems is modeled using a diffusive PDE. It is demonstrated that PDE models are preferable to simulate large and complex production systems, because they are accurate, fast, and amenable themselves to optimization, which is a quite important advantage for a mathematical model. The work brings out an almost universally applicable tool to provide rough estimates of the behavior of complex production systems in non-equilibrium regimes.

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About the Author:

Dr. Ali Kemal Unver is a Postdoctoral Researcher at UCLA Institute for Pure and Applied Mathematics as of 2009. He received a Bachelor's degree in Electronics and Communications Engineering from Technical University of Istanbul; a Master's degree in Electrical Engineering and a PhD degree in Mathematics both from Arizona State University.

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Book Description Book Condition: New. Publisher/Verlag: VDM Verlag Dr. Müller | Supply Chain Modeling | In this book, continuum models of re-entrantproduction systems are developed that treat the owof products in analogy to traffic ow. Specifically,the dynamics of material ow through a re - entrantfactory via a parabolic conservation law is modeleddescribing the product density and ux in thefactory. The basic idea underlying the approach is toobtain transport coefficients for uid dynamic modelsin a multiscale setting simultaneously from MonteCarlo simulations and actual observations of thephysical system, i.e. a production factory. Sincepartial differential equation (PDE) - conservationlaws are successfully used for modeling the dynamicalbehavior of product ow in manufacturing systems, ahighly re-entrant manufacturing systems is modeledusing a diffusive PDE. It is demonstrated that PDEmodels are preferable to simulate large and complexproduction systems, because they are accurate, fast,and amenable themselves to optimization, which is aquite important advantage for a mathematical model.The work brings out an almost universally applicabletool to provide rough estimates of the behavior ofcomplex production systems in non-equilibrium regimes. | Format: Paperback | Language/Sprache: english | 72 pp. Bookseller Inventory # K9783639104547

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Book Description VDM Verlag Apr 2009, 2009. Taschenbuch. Book Condition: Neu. Neuware - In this book, continuum models of re-entrant production systems are developed that treat the ow of products in analogy to traffic ow. Specifically, the dynamics of material ow through a re - entrant factory via a parabolic conservation law is modeled describing the product density and ux in the factory. The basic idea underlying the approach is to obtain transport coefficients for uid dynamic models in a multiscale setting simultaneously from Monte Carlo simulations and actual observations of the physical system, i.e. a production factory. Since partial differential equation (PDE) - conservation laws are successfully used for modeling the dynamical behavior of product ow in manufacturing systems, a highly re-entrant manufacturing systems is modeled using a diffusive PDE. It is demonstrated that PDE models are preferable to simulate large and complex production systems, because they are accurate, fast, and amenable themselves to optimization, which is a quite important advantage for a mathematical model. The work brings out an almost universally applicable tool to provide rough estimates of the behavior of complex production systems in non-equilibrium regimes. 72 pp. Englisch. Bookseller Inventory # 9783639104547

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Book Description VDM Verlag Apr 2009, 2009. Taschenbuch. Book Condition: Neu. Neuware - In this book, continuum models of re-entrant production systems are developed that treat the ow of products in analogy to traffic ow. Specifically, the dynamics of material ow through a re - entrant factory via a parabolic conservation law is modeled describing the product density and ux in the factory. The basic idea underlying the approach is to obtain transport coefficients for uid dynamic models in a multiscale setting simultaneously from Monte Carlo simulations and actual observations of the physical system, i.e. a production factory. Since partial differential equation (PDE) - conservation laws are successfully used for modeling the dynamical behavior of product ow in manufacturing systems, a highly re-entrant manufacturing systems is modeled using a diffusive PDE. It is demonstrated that PDE models are preferable to simulate large and complex production systems, because they are accurate, fast, and amenable themselves to optimization, which is a quite important advantage for a mathematical model. The work brings out an almost universally applicable tool to provide rough estimates of the behavior of complex production systems in non-equilibrium regimes. 72 pp. Englisch. Bookseller Inventory # 9783639104547

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Book Description VDM Verlag, Germany, 2009. Paperback. Book Condition: New. Language: English . Brand New Book. In this book, continuum models of re-entrant production systems are developed that treat the ow of products in analogy to traffic ow. Specifically, the dynamics of material ow through a re - entrant factory via a parabolic conservation law is modeled describing the product density and ux in the factory. The basic idea underlying the approach is to obtain transport coefficients for uid dynamic models in a multiscale setting simultaneously from Monte Carlo simulations and actual observations of the physical system, i.e. a production factory. Since partial differential equation (PDE) - conservation laws are successfully used for modeling the dynamical behavior of product ow in manufacturing systems, a highly re-entrant manufacturing systems is modeled using a diffusive PDE. It is demonstrated that PDE models are preferable to simulate large and complex production systems, because they are accurate, fast, and amenable themselves to optimization, which is a quite important advantage for a mathematical model. The work brings out an almost universally applicable tool to provide rough estimates of the behavior of complex production systems in non-equilibrium regimes. Bookseller Inventory # KNV9783639104547

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Book Description VDM Verlag Apr 2009, 2009. Taschenbuch. Book Condition: Neu. This item is printed on demand - Print on Demand Neuware - In this book, continuum models of re-entrant 72 pp. Englisch. Bookseller Inventory # 9783639104547

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