Parallel Accelerated Fifth-Order WENO Scheme-Based Pipeline Transient Flow Solution Model

被引:2
作者
Mo, Tiexiang [1 ]
Li, Guodong [1 ]
机构
[1] Xian Univ Technol, Sch Water Resources & Hydropower, State Key Lab Ecohydraul Northwest Arid Reg China, Xian 710048, Peoples R China
来源
APPLIED SCIENCES-BASEL | 2022年 / 12卷 / 14期
基金
中国国家自然科学基金;
关键词
water hammer; WENO scheme; GPU acceleration; finite volume method; Courant number; WATER; IMPLEMENTATION; SIMULATION; REAL; ENO;
D O I
10.3390/app12147350
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Featured Application Many large-scale water transmission projects, such as China's South-to-North Water Transfer Project, are hundreds of kilometers long and need real-time regulation applications for management and control. This requires the calculation model to have higher calculation accuracy and faster calculation speed. The existing calculation models are difficult to take these two aspects into account at the same time. In this paper, the accuracy and efficiency of one-dimensional model algorithms are studied and compared, and the best calculation scheme is summarized. The water hammer phenomenon is the main problem in long-distance pipeline networks. The MOC (Method of characteristics) and finite difference methods lead to severe constraints on the mesh and Courant number, while the finite volume method of the second-order Godunov scheme has limited intermittent capture capability. These methods will produce severe numerical dissipation, affecting the computational efficiency at low Courant numbers. Based on the lax-Friedrichs flux splitting method, combined with the upstream and downstream virtual grid boundary conditions, this paper uses the high-precision fifth-order WENO scheme to reconstruct the interface flux and establishes a finite volume numerical model for solving the transient flow in the pipeline. The model adopts the GPU parallel acceleration technology to improve the program's computational efficiency. The results show that the model maintains the excellent performance of intermittent excitation capture without spurious oscillations even at a low Courant number. Simultaneously, the model has a high degree of flexibility in meshing due to the high insensitivity to the Courant number. The number of grids in the model can be significantly reduced and higher computational efficiency can be obtained compared with MOC and the second-order Godunov scheme. Furthermore, this paper analyzes the acceleration effect in different grids. Accordingly, the acceleration effect of the GPU technique increases significantly with the increase in the number of computational grids. This model can support efficient and accurate fast simulation and prediction of non-constant transient processes in long-distance water pipeline systems.
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页数:16
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