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兵工学报 ›› 2014, Vol. 35 ›› Issue (10): 1638-1643.doi: 10.3969/j.issn.1000-1093.2014.10.018

• 论文 • 上一篇    下一篇

舰船磁特征磁矩量法的图形处理单元加速计算研究

郭成豹, 刘大明   

  1. (海军工程大学 电气工程学院, 湖北 武汉 430033)
  • 收稿日期:2014-01-03 修回日期:2014-01-03 上线日期:2014-11-28
  • 通讯作者: 郭成豹 E-mail:guochengbao@outlook.com
  • 作者简介:郭成豹(1975—)男讲师博士
  • 基金资助:
    国家自然科学基金项目(51277176)

GPU-accelerated Magnetic Moment Method for Magnetic Signatures of Ship

GUO Cheng-bao, LIU Da-ming   

  1. (School of Electrical and Information Engineering, Naval University of Engineering, Wuhan 430033, Hubei, China)
  • Received:2014-01-03 Revised:2014-01-03 Online:2014-11-28
  • Contact: GUO Cheng-bao E-mail:guochengbao@outlook.com

摘要: 磁矩量法(MMM)非常适合用于舰船等铁磁目标的磁场特征建模,因为这种方法不需要对空气等非铁磁区域进行网格划分,然而这种方法需要存储和处理稠密的满阵,计算时间很长,矩阵存储需要非常大的存储空间。联合采用MMM和多层自适应交叉近似(MLACA)法虽然可以显著缩减内存需求和计算时间,但对于求解精细划分网格的问题,计算时间还是太长。将具有强大并行计算能力的图形处理单元(GPU)用于加速具有天然良好并行特性的MLACA法,并给出了相应的并行计算格式,实现了舰船磁特征MMM的大规模并行加速计算。典型算例结果表明,GPU并行计算的加速比超过120倍,对于精细划分为100 000薄壳单元的舰船壳体,其计算时间也仅有约4.3 min. 采用该方法的计算结果与商业有限元软件相比差别小于1%,为舰船磁场的大规模建模提供了一种快速、精确、简便的数值计算工具。

关键词: 电磁学, 舰船磁场, 磁矩量法, 多层自适应交叉近似, 图形处理单元

Abstract: Magnetic moment methods (MMMs) are particularly well suited to model the magnetic signatures of the ferromagnetic objects, such as ship, because they do not require the meshing of non-ferromagnetic materials like air. However the methods need the storing and solving of a fully dense matrix system. Computation takes a long time, and a large storage space is reqiured for storing the matrix. The method based on MMM and multilevel adaptive cross approximation (MLACA) leads to a significant reduction of the required memory and computation times. But the computation times are still too long for the resolution of very fine meshed geometries. The graphical processing units (GPU) with high parallel processing capability is used to accelerate MLACA with the natural parallelism, and the parallel computation strategies are presented, implementing the fast analysis of large scale MMM for magnetic signatures of ships. The results of typical examples indicate that the speedup ratio of the parallel computation of graphics processing unit (GPU) is more than 120, and the computation time for the ship hull finely meshed to 100 000 sheet elements is only about 4.3 min. The difference between the calculated results of the proposed method and the FEM commercial software is less than 1%. Thus, it provides a fast, accurate and simple method for the large scale modeling of ship magnetic signatures.

Key words: electromagnetism, ship magnetic field, magnetic moment method, multilevel adaptive cross approximation, graphics processing unit

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