An GPU accelerated finite difference method for heat transfer simulation

被引:0
作者
ZHOU Yi [1 ,2 ]
HE Fazhi [1 ]
QIU Yimin [1 ]
机构
[1] School of Computer Science,Wuhan University
关键词
Finite difference methods; GPU; Heat transfer; OpenCL;
D O I
10.19583/j.1003-4951.2013.01.005
中图分类号
TP391.41 [];
学科分类号
080203 ;
摘要
The heat transfer mathematic models are widely used in iron and steel industry area.Many computational models that represent this physical process is based on finite difference methods.The simulation of these phenomena demands a high computational cost.In this paper we employ GPU for the development of algorithm for a two-dimensional heat transfer problem with finite difference methods.The performance evaluation has been made and the comparison between CPU and GPU were discussed.The experimental result shows that GPU can solve this problem more efficiently when we need to divide calculation material into a large number of meshes.
引用
收藏
页码:27 / 31
页数:5
相关论文
共 50 条
[41]   Parallelization of the finite volume method for radiation heat transfer [J].
Coelho, PJ ;
Gonçalves, J .
INTERNATIONAL JOURNAL OF NUMERICAL METHODS FOR HEAT & FLUID FLOW, 1999, 9 (04) :388-404
[42]   GPU accelerated voxel-based machining simulation [J].
Schnoes, Florian ;
Hartmann, Dirk ;
Obst, Birgit ;
Glashagen, Glenn .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2021, 115 (1-2) :275-289
[43]   GPU-Accelerated Simulation of Elastic Wave Propagation [J].
Kadlubiak, Kristian ;
Jaros, Jiri ;
Treeby, Bredly E. .
PROCEEDINGS 2018 INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPUTING & SIMULATION (HPCS), 2018, :188-195
[44]   GPU accelerated voxel-based machining simulation [J].
Florian Schnös ;
Dirk Hartmann ;
Birgit Obst ;
Glenn Glashagen .
The International Journal of Advanced Manufacturing Technology, 2021, 115 :275-289
[45]   Finite volume simulation for convective heat transfer in wavy channels [J].
Erman Aslan ;
Imdat Taymaz ;
Yasar Islamoglu .
Heat and Mass Transfer, 2016, 52 :483-497
[46]   Effects of Segmented Finite Difference Time Domain on GPU [J].
Chan, Jose Juan Mijares ;
Battoo, Gagan ;
Thulasiraman, Parimala ;
Thulasiram, Ruppa K. .
PARALLEL PROCESSING AND APPLIED MATHEMATICS (PPAM 2013), PT II, 2014, 8385 :130-139
[47]   Numerical simulation of coupled fluid flow and heat transfer with phase change using the Finite Pointset Method [J].
Resendiz-Flores, Edgar O. ;
Saucedo-Zendejo, Felix R. .
INTERNATIONAL JOURNAL OF THERMAL SCIENCES, 2018, 133 :13-21
[48]   A GPU-Accelerated Harmonic Balance Method for Nonlinear Radio-Frequency Circuit Simulation [J].
Wang, Zhengzhuo ;
Sha, Yanliang ;
Ouyang, Lingyun ;
Chen, Quan ;
Hu, Jianguo ;
Wang, Deming .
2024 INTERNATIONAL SYMPOSIUM OF ELECTRONICS DESIGN AUTOMATION, ISEDA 2024, 2024, :764-764
[49]   Finite difference solution of heat and mass transfer problems related to precooling of food [J].
Ansari, FA .
ENERGY CONVERSION AND MANAGEMENT, 1999, 40 (08) :795-802
[50]   Heat Transfer in Non-Newtonian Flows by a Hybrid Immersed Boundary-Lattice Boltzmann and Finite Difference Method [J].
Wang, Li ;
Tian, Fang-Bao .
APPLIED SCIENCES-BASEL, 2018, 8 (04)