为解决水下单层圆柱壳结构振动声辐射预报中的测点布置问题,本文提出一种测点布置改进方法—均匀子集随机选取测点方法。该方法将所有待选测点分成相互独立的均匀子集,然后从各个子集中随机选取一个测点,再通过目标函数对每组测点进行评价,从而选择出好的测点组合。通过与均匀布置方法得到的振动声辐射预报结果对比表明,本文提出的均匀子集随机选取测点方法不仅保证较高的振动声辐射预报精度,且避免均匀布置方法中测点选择的主观性和盲目性,是一种优秀的测点布置方法。
In order to solve the problem of sensor placement for vibration and acoustic radiation prediction of underwater single-layer cylinder shell, an optimal sensor placement method was proposed base on stochastic and uniform hybrid algorithm in this article. This method divides all candidate nodes into uniform sub-intervals according to the number of measuring points, then selects a point randomly from each sub-interval as the measuring point. In addition, an objective function is introduced to evaluate the pros and cons of each combination of measuring points, so the optimized measuring point placement can be got. Comparing this method with uniform sensor placement from the result of vibration and acoustic radiation prediction, the method based on stochastic and uniform hybrid algorithm can not only predict the vibration and sound accurately, but also avoid the subjectivity and blindness of measuring point selection.
2021,43(2): 44-48 收稿日期:2020-04-12
DOI:10.3404/j.issn.1672-7649.2021.02.009
分类号:U661
作者简介:余鹏(1991-),男,工程师,从事船舶总体设计
参考文献:
[1] LI T Y, MIAO Y Y, YE W B, et al. Far-field sound radiation of a submerged cylindrical shell at finite depth from the free surface[J]. Journal of the Acoustical Society of America, 2014, 136(3): 1054
[2] 钱治文, 何元安, 等. 三维浅海下圆柱壳声辐射预报方法研究[J]. 船舶力学, 2019, 23(10): 1266-1276
[3] 陶襄樊, 陈美霞, 魏建辉. 欠定盲分离方法预报水下双层加筋圆柱壳辐射声场[J]. 舰船科学技术, 2012, 34(11): 8-13
[4] 阮竹青, 彭伟才. 基于表面响应预报水下圆柱壳声辐射的振动测点布置研究[J]. 中国舰船研究, 2013, 8(1): 80-83
[5] 王斌, 汤渭霖. 基于辐射声场预报的圆柱壳表面空间采样研究[J]. 船舶力学, 2010, 14(6): 690-698
[6] 和卫平, 陈美霞. 基于有限测点的单层圆柱壳辐射声功率计算[J]. 船舶力学, 2012, 16(10): 1240-1211
[7] 叶珍霞, 杜堃. 基于L1范数最小化的水下圆柱壳振动声辐射预报[J]. 中国舰船研究, 2015, 10(3): 70-76
[8] HOLLAND J H. Adaptation in natural and artificial system: An introductory analysis with applications to biology, Control and Artificial Intelligence[M]. U Michigan Press, 1975: 123−125.
[9] THOMAS G Came, CLARK R Dohmann. A modal test design strategy for modal correlation[C]//Proceedings of 13th International Modal Analysis Conference, New York Union College, 1995: 927-993.
[10] BREITFELD T. A method for identification of a set of optimal measurement points for experimental modal analysis[J]. Journal of Analytical and Experimental Modal Analysis, 1996, 11: 254-273