JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE) ›› 2016, Vol. 46 ›› Issue (1): 22-27.doi: 10.6040/j.issn.1672-3961.0.2015.222

Previous Articles     Next Articles

A bleeding simulation algorithm for skin surface based on improved SPH method

WANG Na1, CHEN Guodong2, CHEN Yi2   

  1. 1. School of Electronics and Information Engineering, Fuqing Branch of Fujian Normal University, Fuqing 350300, Fujian, China;
    2. College of Physics and Information Engineering, Fuzhou University, Fuzhou 350116, Fujian, China
  • Received:2015-07-10 Online:2016-02-20 Published:2015-07-10

Abstract: Aiming at low dynamic model precision problem of the current blood flow realistic graphics rendering methods, a bleeding simulation algorithm for skin surface based on improved SPH method was proposed. First, some blood flow simulation algorithms were analyzed and the Casson model was selected as the fluid dynamics model of blood flow. Second, according to the characteristics of the dynamic equation of Casson fluid, the traditional SPH method was improved. Third, the improved method was used to calculate the blood flow. Finally, the obtained blood particle kinematics information was used to simulate the flow of the skin surface. The experimental results showed that the improved SPH method could reduce the complexity of the traditional method and improve the accuracy of the program, which would provide a new method for the skin incision bleeding simulation in virtual surgery.

Key words: blood flow, dynamic model, Casson model, virtual surgery, smoothed particle hydrodynamics

CLC Number: 

  • TP391.41
[1] 赖颢升. 虚拟手术中流血效果模拟研究[D]. 济南:山东大学, 2014. LAI Haosheng. Study of bleeding simulation in virtual surgery[D]. Jinan: Shandong University, 2014.
[2] RIANTO S, LI L. Fluid dynamic visualisations of cuttingsbleeding for virtual reality heart beating surgery simulation[C] //Proceedings of the 33rd Australasian Conference on Computer Science. Darlinghurst, Australia: Australian Computer Society, 2010:53-60.
[3] QIN J, PANG W M, NGUYEN B P, et al. Particle-based simulation of blood flow and vessel wall interactions in virtual surgery[C] //Proceedings of the 2010 Symposium on Information and Communication Technology. New York, USA: ACM, 2010:128-133.
[4] ITANI M A, Schiller U D, Schmieschekb S, et al. An automated multiscale ensemble simulation approach for vascular blood flow[J]. Journal of Computational Science, 2015(9):150-155.
[5] 黄雷,肖双九, 顾力栩, 等. 虚拟手术训练系统的血流模拟[J]. 计算机应用与软件,2011,28(1):65-68. HUANG Lei, XIAO Shuangjiu, GU Lixu. Blood flow simulation in virtual surgery training system[J]. Computer Applications and Software, 2011, 28(1):65-68.
[6] 施鹏, 熊岳山, 徐凯, 等. 虚拟肝脏手术中实时动态渗血效果模拟[J]. 计算机应用, 2013, 33(10): 2911-2913. SHI Peng, XIONG Yueshan, XU Kai, et al. Dynamic and real-time errhysis effect simulation in virtual liver surgery[J].Journal of Computer Applications, 2013, 33(10):2911-2913.
[7] 邱文超, 黄敏, 鲍苏苏, 等. 虚拟手术中血流特效场景 仿真的研究[J]. 计算机应用与软件, 2014, 31(5):46-49,162. QIU Wenchao, HUANG Min, BAO Susu, et al. Study on blood flow effects scene simulation in virtual surgery[J]. Computer Applications and Software, 2014, 31(5): 46-49,162.
[8] 郑广超. 虚拟手术系统中模拟手术场景的渲染和平台 的构建[D]. 上海: 上海交通大学, 2008. ZHENG Guangchao. Simulation rendering of surgical scene and platform construction in virtual surgery system[D]. Shanghai: Shanghai Jiao Tong University, 2008.
[9] 杨秀峰, 刘谋斌. 光滑粒子动力学SPH方法应力不稳定性的一种改进方案[J]. 物理学报, 2012, 61(22):255-262. YANG Xiufeng, Liu Moubin. Improvement on stress instability in smoothed particle hydrodynamics[J]. Acta Physica Sinica, 2012, 61(22):255-262.
[10] 刘谋斌, 宗智, 常建忠. 光滑粒子动力学方法的发展与应用[J]. 力学进展, 2011, 41(2):217-234. LIU Moubin, ZONG Zhi, CHANG Jianzhong. Developments and applications of smoothed particle hydrodynamics[J]. Advances in Mechanics, 2011, 41(2):217-234.
[11] LASIECKA I, TRIGGIANI R. Stabilization to an equilibrium of the Navier—Stokes equations with tangential action of feedback controllers[J]. Nonlinear Analysis: Theory, Methods & Applications, 2015, 121:424-446.
[12] PEARSON J W. Preconditioned iterative methods for Navier—Stokes control problems[J]. Journal of Computational Physics, 2015, 292:194-207.
[13] AKBAR N S. Influence of magnetic field on peristaltic flow of a Casson fluid in an asymmetric channel: application in crude oil refinement[J]. Journal of Magnetism and Magnetic Materials, 2015, 378:463-468.
[14] PONALAGUSAMY R, SELVI R T. A study on two-layered model(Casson—Newtonian)for blood flow through an arterial stenosis: axially variable slip velocity at the wall[J].Journal of the Franklin Institute, 2011, 348(9):2308-2321.
[15] KOMECH A, KOPYLOVA E. On eigenfunction expansion of solutions to the hamilton equations[J]. Journal of Statistical Physics, 2014, 154(1-2):503-521.
[16] MEHDI J, YUSUF Y. Rotation in four dimensions via generalized Hamilton operators[J]. Kuwait Journal of Science, 2013, 40(1):67-79.
[17] QIN Ruibin, KRIVODONOVA L. A discontinuous Galerkin method for solutions of the Euler equations on Cartesian grids with embedded geometries[J]. Journal of Computational Science, 2013, 4(1-2):24-35.
[18] WANG Qiuju, REN Yuxin. An accurate and robust finite volume scheme based on the spline interpolation for solving the Euler and Navier—Stokes equations on non-uniform curvilinear grids[J]. Journal of Computational Physics, 2015, 284:648-667.
[19] LIEDEKERKE P V, SMEETS B, ODENTHAL T, et al. Solving microscopic flow problems using Stokes equations in SPH[J]. Computer Physics Communications, 2013, 184(7):1686-1696.
[20] CEBRAL J R, LOHNER R. Efficient simulation of blood flow past complex endovascular devices using an adaptive embedding technique[J]. IEEE Transaction on Medical Imaging, 2005, 24(4):468-476.
[1] WANG Jian-ming, PEI Xin-chao, FAN Xian-hang, LIU Wei, CAO Yan-chao. Numerical simulations of a particle impacting to affect the surface
morphology by SPH coupled FEM
[2] JIAO Pei-Gang, ZHOU Yi-Qi, WANG Xi-Cang. Smoothed particle hydrodynamics for numerical simulation ofthree-dimensional free surface flow [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(6): 92-96.
Full text



[1] CHENG Daizhan, LI Zhiqiang. A survey on linearization of nonlinear systems[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(2): 26 -36 .
[2] WANG Yong, XIE Yudong. Gas control technology of largeflow pipe[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(2): 70 -74 .
[3] LIU Xin 1, SONG Sili 1, WANG Xinhong 2. [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(2): 98 -100 .
[5] CHEN Huaxin, CHEN Shuanfa, WANG Binggang. The aging behavior and mechanism of base asphalts[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(2): 125 -130 .
[7] LI Shijin, WANG Shengte, HUANG Leping. Change detection with remote sensing images based on forward-backward heterogenicity[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(3): 1 -9 .
[8] ZHAO Ke-Jun, WANG Xin-Jun, LIU Xiang, CHOU Yi-Hong. Algorithms of continuous top-k join query over structured overlay networks[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(5): 32 -37 .
[9] ZHAO Zhi-guang,WANG Deng-jie,TIAN Yun-fei . Roadbed settlement based on the gray theory[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2007, 37(3): 86 -88 .
[10] YAO Zhan-yong,SHANG Qing-sen,ZHAO Zhi-zhong,JIA Zhao-xia . The influence analysis of the semirigid asphalt pavement configuration stress and distortion by interface conditions[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2007, 37(3): 93 -99 .