Parameterized Analysis and Optimization of Undersea Vehicle Resistance
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摘要: 为提高水下航行器阻力性能及分析效率, 文中以一型水下航行器为研究对象, 设计了阻力参数化分析流程。采用Java语言对STAR-CCM+软件进行了二次开发, 利用iSIGHT软件实现了设计过程的控制参数和计算结果等的读取和处理, 实现了水下航行器阻力参数化建模与分析 采用最优拉丁超立方方法生成了样本点, 通过参数化分析得到了对应的直航阻力值, 以及设计变量对于直航阻力的灵敏度、主效应等的影响, 利用响应面模型进行了样本点的拟合, 得到了具有较高拟合精度且满足工程需要的直航阻力近似模型 建立了水下航行器直航阻力优化模型, 并采用非线性二次规划法进行了优化求解, 相比初始方案, 优化方案直航阻力降低了10.78%, 大幅提高了设计效率。Abstract: In this study, the resistance performance and analysis efficiency of an undersea vehicle is improved, and a parameterized analysis flow of resistance is designed. The second development of STAR-CCM+ software is performed using the Java language. The reading and processing of control parameters and calculation results in the design process are realized using iSIGHT software, and the parameterized modeling and analysis of undersea vehicle resistance is realized. The optimal Latin hypercube is used to generate sample points, and the corresponding direct route resistance value is obtained through parameterized analysis. The sensitivity and main effect of design variables on the direct route resistance are analyzed. The sample points are fitted using a response surface model, and an approximate model of direct run resistance with a high fitting accuracy that satisfies engineering requirements is obtained. The optimal model of the direct route resistance of the underwater vehicle is established, and the nonlinear quadratic programming method is applied to solve the problem, unlike the initial scheme. The direct route resistance reduced by 10.78%, and the design efficiency improved significantly.
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Key words:
- undersea vehicle /
- resistance /
- parameterized analysis /
- approximate model /
- optimization
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[1] 严卫生, 徐德民, 李俊, 等. 自主水下航行器导航技术[J]. 火力指挥与控制, 2004, 29(6): 11-16.Yan Wei-sheng, Xu De-min, Li Jun, et al. Surver of Nav-igation Technology for Autonomous Underwater Vehicle[J]. Fire Control & Command Control, 2004, 29(6): 11-16. [2] 崔维成, 马岭. 水下航行器设计中所要解决的水动力学问题[C]//第九届全国水动力学学术会议暨第二十二届全国水动力学研讨会文集. 成都: 中国力学学会, 2009: 9-29. [3] 漆小舟, 万德成. 基于CFD计算水下机器人水动力导数[C]//第十四届全国水动力学学术会议暨第二十八届全国水动力学研讨会文集. 长春: 中国力学学会, 2017: 9-29. [4] Li H, Li Z W, Cui W C. A Preliminary Study of the Resistance Performance of the Three Manned Submersible[J]. Journal of Ship Mechanics, 2013, 17(12): 1411-1425. [5] Li J, Huang D B, Deng R. Numerical Calculation and Model Test of Drag Performance and Hull form Optimization on a Manned Submersible[J]. Journal of Ship Mechanics, 2009, 13(6): 853-860. [6] 杨卓懿, 庞永杰, 秦再白. 参数化艇型最优化设计研究[J]. 舰船科学技术, 2009, 31(8): 40-43.Yang Zhuo-yi , Pang Yong-jie, Qin Zai-bai. Research on Optimization Design of Hull Lines Expressed by Parametric Mathematical Formulation[J]. Ship Science and Technology, 2009, 31(8): 40-43 . [7] 庞永杰, 王亚兴, 杨卓懿, 等. Myring型回转体直航阻力计算及艇型优化[J]. 哈尔滨工程大学学报, 2014, 35(9): 1093-1098.Pang Yong-jie, Wang Ya-xing, Yang Zhuo-yi, et al. Direct Route Drag Calculation and Shape Optimization of Myring Shape Axisymmetric Revolution Body[J]. Journal of Harbin Engineering University, 2014, 35(9): 1093-1098. [8] 谢云飞, 孙建飞. 基于SVR近似模型的水下航行器外形优化[J]. 舰船科学技术, 2016, 38(2): 127-130.Xie Yun-fei, Sun Jian-fei. Optimization of Submersible Shape Based on SVR Surrogate[J]. Ship Science and Technology, 2016, 38(2): 127-130. [9] 蒋一, 孙寒冰, 邹劲, 等. 双断级滑行艇水动力特性数值研究[J]. 华中科技大学学报(自然科学版), 2015, 43(4): 74-78.Jiang Yi, Sun Han-bing, Zou Jin, et al. Numerical Simulation on Hydrodynamic Performances of Double-stepped Planning Boat[J]. Journal of Huazhong University of Science and Technology(Natural Science Edition), 2015, 43(4): 74-78.?/div> [10] 李学斌, 甘霖. AUV总体概念设计中的多学科和多目标优化研究[J]. 海洋技术, 2008, 6, 27(2): 77-82.Li Xue-bin, Gan Lin. Study on Multi-disciplinary Design and Multi-objective Problem in Conceptual Design of AUV[J]. Ocean Technology, 2008, 27(2): 77-82. [11] 刘峰, 韩端峰, 姚军. 有开孔加强结构耐压球壳稳健性优化[J]. 哈尔滨工程大学学报, 2016, 37(12): 1613-1618, 1637.Liu Feng, Han Duan-feng, Yao Jun. Robust Optimization of a Pressure Spherical Shell with a Strengthened Opening[J]. Journal of Harbin Engineering University, 2016, 37(12): 1613-1618, 1637.
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