Railway Air Brake Model and Parallel Computing Scheme
Модель пневматического тормоза железнодорожного состава и схема параллельных вычислений
2017-04-10
SCID: 54.1/syyf4guf
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fluid dynamics modelhose connection boundary conditionparallel computingrailway air brake systemsreal-time simulation
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Abstract (AI)
This paper developed a detailed fluid dynamics model and a parallel computing scheme for air brake systems on long freight trains. The model consists of subsystem models for pipes, locomotive brake valves, and wagon brake valves. A new efficient hose connection boundary condition that considers pressure loss across the connection was developed. Simulations with 150 sets of wagon brake systems were conducted and validated against experimental data; the simulated results and measured results reached an agreement with the maximum difference of 15%; all important air brake system features were well simulated. Computing time was compared for simulations with and without parallel computing. The computing time for the conventional sequential computing scheme was about 6.7 times slower than real-time. Parallel computing using four computing cores decreased the computing time by 70%. Real-time simulations were achieved by parallel computing using eight computer cores.
Key Findings
1
A detailed fluid-dynamics model was developed for long-train air brakes, incorporating pipe, locomotive brake-valve, and wagon brake-valve subsystems.
2
A hose-connection boundary condition accounting for pressure loss was introduced to improve air-brake system modeling.
3
Real-time air-brake simulation was achieved using eight computer cores.
4
Sequential computation required approximately 6.7 times real-time, while four-core parallel computing reduced computation time by 70%.
5
Simulations of 150 wagon brake systems agreed with experimental measurements within a maximum difference of 15% and reproduced all important system features.
Research Object
air brake systems on long freight trains
Research Subject
fluid-dynamic behavior and real-time simulation performance, including pressure-loss effects at hose connections and computational speed
Publication Details
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2017-04-10
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