Format:
1 online resource (262 pages)
Edition:
1st ed.
ISBN:
9789175190686
Series Statement:
Linköping University Medical Dissertations Ser. v.1666
Content:
Intro -- I Prologue -- Introduction -- Motivation -- Research Questions -- Research Process -- Contributions -- Delimitations -- List of Publications -- Thesis Outline -- Part I -- Part II -- Part III -- Part IV -- Part VI -- Background -- The Modelica Modeling and Simulation Language -- The OpenModelica Development Environment -- Mathematical Concepts -- ODE and DAE Representation -- ODE and DAE Numerical Integration Methods -- Partial Differential Equations (PDEs) -- PDE Solving Software -- Causalization of Equations -- Sorting Example -- Sorting Example with Modelica Model -- Conversion to Causal Form in Two Steps -- Algebraic Loops -- Compiler Structure -- Compilation and Simulation of Modelica Models -- Multi-Core Computing -- Graphics Processing Units (GPUs) -- The Fermi Architecture -- CUDA -- OpenCL -- OpenACC -- Previous Research -- Early Work with Compilation of Mathematical Models to Parallel Executable Code -- Task Scheduling and Clustering Approach -- Task Graphs -- Modpar -- Inlined and Distributed Solver Approach -- Distributed Simulation using Transmission Line Modeling -- PDE Modeling with Modelica -- Related Research in other Research Groups -- II Parallel Simulation of Equation-Based Models on Graphics Processing Units -- Simulation of Equation-Based Models on the CELL BE Processor Architecture -- The Cell BE Processor Architecture -- Implementation -- Measurements -- Discussion -- Simulation of Equation-Based Models with Quantized State Systems on Graphics Processing Units -- Quantized State Systems (QSS) -- Restricted Set of Modelica Models -- Implementation -- Measurements -- Discussion -- Simulation of Equation-Based Models on Graphics Processing Units Utilizing Task Graph Creation -- Case Study -- Implementation -- Runtime Code and Generated Code -- Measurements -- Discussion.
Note:
Description based on publisher supplied metadata and other sources
Language:
English
