163,759 research outputs found
Systematic evaluation for multi-rate simulation of DC Grids
With wide applications of power electronic devices in modern power systems, simulation using traditional
electromechanical and electromagnetic tools suffers low speed and imprecision. Multi-rate methods can enhance
efficiency of simulation by decreasing the scale of systems in small time-steps. However, the existing traditional
methods for multi-rate simulation suffer the problems of instability and simulation errors. These have hindered the
application of multi-rate simulation in power industry. Therefore theoretical evaluation on different multi-rate simulation
methods is crucial to understand the feasibility and limitation of the methods, and to contribute to overcome the
drawbacks of the traditional methods. In this paper, the multi-rate simulation performance based on two traditional
technologies and a Modified Thevenin Interface are evaluated to provide an overall feasibility of multi-rate algorithms
in the power simulation. The Modified Thevenin Interface is proposed to overcome the drawbacks in synchronization.
Three theorems are proposed and proved for theoretically analyzing the stability of the simulation methods. Error
analyses of the multi-rate methods are performed to identify the relationships between errors and simulation
conditions. Besides, the accuracy and efficiency performance in a practical project of VSC-MTDC shows the feasibility
and necessity by using multi-rate simulation. Through the theoretical analysis, the issues of stability and accuracy of
multi-rate simulation for the DC grids have been better understood, based on which an improved simulation algorithm
has been proposed to overcome these issues. Long-term system dynamics of large-scale systems containing DC grids
and fast transients of HVDC converters can be investigated simultaneously with high speed and sufficient accuracy
GPU Accelerated Discontinuous Galerkin Methods for Shallow Water Equations
We discuss the development, verification, and performance of a GPU
accelerated discontinuous Galerkin method for the solutions of two dimensional
nonlinear shallow water equations. The shallow water equations are hyperbolic
partial differential equations and are widely used in the simulation of tsunami
wave propagations. Our algorithms are tailored to take advantage of the single
instruction multiple data (SIMD) architecture of graphic processing units. The
time integration is accelerated by local time stepping based on a multi-rate
Adams-Bashforth scheme. A total variational bounded limiter is adopted for
nonlinear stability of the numerical scheme. This limiter is coupled with a
mass and momentum conserving positivity preserving limiter for the special
treatment of a dry or partially wet element in the triangulation. Accuracy,
robustness and performance are demonstrated with the aid of test cases. We
compare the performance of the kernels expressed in a portable threading
language OCCA, when cross compiled with OpenCL, CUDA, and OpenMP at runtime.Comment: 26 pages, 51 figure
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