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GPU-based parallel method of temperature field analysis in a floor heater with a controller

机译:带有控制器的地板加热器中基于GPU的温度场分析并行方法

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摘要

A parallel method enabling acceleration of the numerical analysis of the transient temperature field in an air floor heating system is presented in this paper. An initial-boundary value problem of the heater regulated by an on/off controller is formulated. The analogue model is discretized using the implicit finite difference method. The BiCGStab method is used to compute the obtained system of equations. A computer program implementing simultaneous computations on CPUand GPU(GPGPUtechnology) was developed. CUDA environment and linear algebra libraries (CUBLAS and CUSPARSE) are used by this program. The time of computations was reduced eight times in comparison with a program executed on the CPU only. Results of computations are presented in the form of time profiles and temperature field distributions. An influence of a model of the heat transfer coefficient on the simulation of the system operation was examined. The physical interpretation of obtained results is also presented.Results of computations were verified by comparing them with solutions obtained with the use of a commercial program - COMSOL Mutiphysics.
机译:本文提出了一种并行方法,可加快空气地板采暖系统瞬态温度场数值分析的速度。提出了由开/关控制器调节的加热器的初始边界值问题。模拟模型使用隐式有限差分法离散化。 BiCGStab方法用于计算获得的方程组。开发了一种在CPU和GPU上实现同时计算的计算机程序(GPGPU技术)。该程序使用CUDA环境和线性代数库(CUBLAS和CUSPARSE)。与仅在CPU上执行的程序相比,计算时间减少了八倍。计算结果以时间曲线和温度场分布的形式表示。研究了传热系数模型对系统运行仿真的影响。还介绍了获得的结果的物理解释。通过将计算结果与使用商业程序COMSOL Mutiphysics获得的解决方案进行比较,来验证计算结果。

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