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High performance simulation for industrial paint shop applications

Record Type:	Electronic resources : Monograph/item
Title/Author:	High performance simulation for industrial paint shop applicationsby Kevin Verma, Robert Wille.
Author:	Verma, Kevin.
other author:	Wille, Robert.
Published:	Cham :Springer International Publishing :2021.
Description:	ix, 145 p. :ill. (some col.), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Fluid mechanicsComputer simulation.
Online resource:	https://doi.org/10.1007/978-3-030-71625-7
ISBN:	9783030716257$q(electronic bk.)

High performance simulation for industrial paint shop applications
Verma, Kevin.

High performance simulation for industrial paint shop applications[electronic resource] /by Kevin Verma, Robert Wille. - Cham :Springer International Publishing :2021. - ix, 145 p. :ill. (some col.), digital ;24 cm.

Introduction -- Background -- Overview of grid-based methods -- Simulation of Electrophoretic Deposition Coatings -- Overview of volumetric decomposition methods -- Volumetric Decomposition on Shared Memory Architectures -- Volumetric Decomposition on Distributed Memory Architectures -- Overview of particle-based methods -- SPH on Multi-GPU Architectures -- SPH Variants on Multi-GPU Architectures -- Conclusion.

This book describes the current state of the art for simulating paint shop applications, their advantages and limitations, as well as corresponding high-performance computing (HPC) methods utilized in this domain. The authors provide a comprehensive introduction to fluid simulations, corresponding optimization methods from the HPC domain, as well as industrial paint shop applications. They showcase how the complexity of these applications bring corresponding fluid simulation methods to their limits and how these shortcomings can be overcome by employing HPC methods. To that end, this book covers various optimization techniques for three individual fluid simulation techniques, namely grid-based methods, volumetric decomposition methods, and particle-based methods. Provides the necessary background on fluid simulations, both from the perspective of simulation and high-performance computing; Discusses details of HPC methods used to make corresponding methods applicable to even very complex, realistic problems, such as industrial paint shop applications; Provides not only theoretical background on the covered methods, but also shows their application to actual problems from the automotive industry.

ISBN: 9783030716257$q(electronic bk.)

Standard No.: 10.1007/978-3-030-71625-7doiSubjects--Topical Terms:

692324
Fluid mechanics
--Computer simulation.

LC Class. No.: TA357.5.D37 / V476 2021

Dewey Class. No.: 620.116

High performance simulation for industrial paint shop applications
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505 0 $a Introduction -- Background -- Overview of grid-based methods -- Simulation of Electrophoretic Deposition Coatings -- Overview of volumetric decomposition methods -- Volumetric Decomposition on Shared Memory Architectures -- Volumetric Decomposition on Distributed Memory Architectures -- Overview of particle-based methods -- SPH on Multi-GPU Architectures -- SPH Variants on Multi-GPU Architectures -- Conclusion.
520 $a This book describes the current state of the art for simulating paint shop applications, their advantages and limitations, as well as corresponding high-performance computing (HPC) methods utilized in this domain. The authors provide a comprehensive introduction to fluid simulations, corresponding optimization methods from the HPC domain, as well as industrial paint shop applications. They showcase how the complexity of these applications bring corresponding fluid simulation methods to their limits and how these shortcomings can be overcome by employing HPC methods. To that end, this book covers various optimization techniques for three individual fluid simulation techniques, namely grid-based methods, volumetric decomposition methods, and particle-based methods. Provides the necessary background on fluid simulations, both from the perspective of simulation and high-performance computing; Discusses details of HPC methods used to make corresponding methods applicable to even very complex, realistic problems, such as industrial paint shop applications; Provides not only theoretical background on the covered methods, but also shows their application to actual problems from the automotive industry.
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