混合驱动水下滑翔机水动力参数辨识

牛文栋; 王延辉; 杨艳鹏; 朱亚强; 王树新

doi:10.6052/0459-1879-16-162

混合驱动水下滑翔机水动力参数辨识

doi: 10.6052/0459-1879-16-162

天津大学, 天津 300354

基金项目: 国家自然科学基金资助项目(51105268，51475319).

详细信息

通讯作者:
王树新,教授,主要研究方向:机器人系统动力学与控制.E-mail:shuxinw@tju.edu.cn

中图分类号: N945
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- 文章访问数: 992
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- 被引次数: 0
出版历程
- 收稿日期: 2016-06-06
- 修回日期: 2016-06-13
- 刊出日期: 2016-07-18

HYDRODYNAMIC PARAMETER IDENTIFICATION OF HYBRID-DRIVEN UNDERWATER GLIDER

Tianjin University, Tianjin 300354, China

摘要

摘要: 与传统水下滑翔机相比，混合驱动水下滑翔机可以分别利用头部的浮力驱动单元和机身尾部的螺旋桨推进单元进行驱动从而实现不同形式的运动，具备低功耗、长航程、良好机动性等特点，具有广泛的应用前景. 准确的动力学模型以及精确的水动力参数是实现混合驱动水下滑翔机控制系统设计以及精确导航的基础. 在混合驱动水下滑翔机动力学模型已知的前提下获得准确的水动力参数是本文主要研究的问题. 本文以天津大学研制的混合驱动水下滑翔机“海燕” 作为研究对象，提出一种在有限航行参数条件下，基于大数据统计分析的计算流体力学(computational fluid dynamics, CFD) 和参数辨识相结合来获取混合驱动水下滑翔机的水动力参数的方法. 即首先建立滑翔机的动力学模型，推导出稳态数据与所求水动力参数的关系；然后采用CFD 的方法得到其升力系数，根据大量稳态纯滑翔实验数据，结合大数据统计分析，辨识出其剩余水动力参数；最后，根据混合驱动模式下的实验数据辨识出与螺旋桨相关的参数，从而得到其整套的水动力参数. 该方法不仅结合了CFD 方法具有获取复杂外形结构航行水动力的特点，而且可以有效利用大量现场实验数据，因而能够更加准确地辨识其实际运动. 通过运动仿真与试验对比，验证了该辨识方法的正确性和有效性，对滑翔机的研究具有指导意义.
- 混合驱动水下滑翔机 /
- CFD /
- 参数辨识 /
- 运动仿真 /
- 海试试验
Abstract: Compared with traditional autonomous underwater gliders (AUGs), hybrid-driven underwater gliders (HUGs) can achieve different motion modes by buoyancy driven system and propeller driven system, which are characterized by low power consumption, long endurance and high manoeuvrability, thus being widely used in various oceanographic monitoring missions. An accurate dynamics model with a series of exact enough hydrodynamic parameters is the basis of control system as well as navigation. The main issue of this paper is how to get the accurate hydrodynamic parameters based on the known dynamic model of HUG. In this paper, an HUG named as Petrel which is developed by Tianjin University is selected as the research object. A new method based on large data statistical analysis which combines computational fluid dynamics (CFD) and parameter identification is proposed for hydrodynamic parameter identification. Firstly, dynamic model of Petrel with hydrodynamic model is established. Secondly, lift coefficient is solved by CFD method. Then, other hydrodynamic parameters in the buoyancy driven gliding mode are calculated by large data statistical analysis using a large amount of experimental data. Finally a set of hydrodynamic parameters including the propeller thrust coefficient is obtained. The simulation results show a good agreement with the experimental results, thus verifying validity and availability of this method. And this work paves the way for further design.
- hybrid-driven underwater gliders /
- CFD /
- parameter identification /
- motion simulation /
- sea trial

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参考文献(32)

1 Stommel H. The Slocum mission. Oceanography, 1989, 2(1): 22-25

2 Webb DC, Simonetti PJ, Jones CP. SLOCUM, an underwater glider propelled by environmental energy. IEEE Journal of Oceanic Engineering, 2001, 26(4): 447-452

3 Eriksen CC, Osse TJ, Light RD, et al. Seaglider: A long range autonomous underwater vehicle for oceanographic research. IEEE Journal of Oceanic Engineering, 2001, 26: 424-436

4 Sherman J, Davis RE, Owens WB, et al. The autonomous underwater glider ‘Spray'. IEEE Journal of Oceanic Engineering, 2001, 26: 437-446

5 Blidberg DR. The development of autonomous underwater vehicles (AUV). In: IEEE International Conference on Robotics and Automation, Seoul, May, 2001, 1-12

6 Alvarez A, Caffaz A, Caiti A,et al. Folaga: A low-cost autonomous underwater vehicle combining glider and AUV capabilities. Ocean Engineering, 2009, 36(1): 24-38

7 La Spezia. Inovative glider technology. Technical Report, ACSA Underwater GPS, 2008

8 朱大奇, 袁义丽, 邓志刚. 水下机器人参数辨识的量子粒子群算法. 控制工程, 2015, 22(3): 531-537 (Zhu Daqi, Yuan Yili, Deng Zhigang. Parameter identification of underwater vehicles based on the quantum-behaved particle swarm optimization algorithm. Control Engineering, 2015, 22(3): 531-537 (in Chiniese))

9 Jones DA, Clarke DB, Brayshaw IB, et al. The calculation of hydrodynamic coefficients for underwater vehicles. Victoria: DSTO Platforms Sciences Laboratory, 2002

10 李天森. 鱼雷操纵性. 北京:国防工业出版社,1999 (Li Tiansen. Torpedo Maneuverability. Beijing: National Defence Industry Press, 1999 (in Chinese))

11 施生达. 潜艇操纵性. 北京:国防工业出版社,1995 (Shi Shengda. Submarine Maneuverability. Beijing: National Defence Industry Press, 1995 (in Chinese))

12 Etkin B. Dynamics of Flight. New York: Wiley, 1959

13 McCormick BW. Aerodynamics Aeronautics and Flight Mechanics. New York: Wiley, 1979

14 Grauer JA, Hubbard Jr JE. Flight Dynamics and System Identification for Modern Feedback Control, Avian-Inspired Robots. Philadelphia: Woodhead Publishing, 2013

15 王金强, 于凯, 马学文. 基于CFD 的碟形深潜器阻力性能数值计算分析. 中国水运, 2015 (4): 62-63 (Wang Jinqiang, Yu Kai, Ma Xuewen. Dish submersible resistance performance numerical analysis based on CFD. China Shipping (second half), 2015 (4): 62-63 (in Chinese))

16 Kim H, Leong ZQ, Ranmuthugala SD, et al. Free running simulation of an autonomous underwater vehicle undergoing a straight line manoeuvre via computational fluid dynamics. In: Proceedings of the Pacific International Maritime Conference, Glebe Island, October, 2015. 1-14

17 Gungor E, Ozdemir IB. Design and analyses of a propeller for underwater vehicles using computational fluid dynamics. Applied Mechanics and Materials, Trans Tech Publications, 2015, 798: 155-159

18 Barrio R, Blanco E, Fernández J, et al. The use of computational fluid dynamics to estimate fluid residence time and flow hydrodynamics in open digesters of wastewater treatment plants: a case study. Desalination and Water Treatment, 2015, 53(10): 2613-2622

19 Geisbert JS. Hydrodynamic modeling for autonomous underwater vehicles using computational and semi-empirical methods. [Master Thesis]. Blacksburg: Virginia Polytechnic Institute and State University, 2007

20 Graver JG, Bachmayer R, Leonard NE, et al. Underwater glider model parameter identification. In: Proceedings of the 13th International Symposium on Unmanned Untethered Submersible Technology, New Hampshire, August, 2003

21 张天姣, 钱炜祺, 何开锋等. 基于最大似然法的风洞自由飞试验气动力参数辨识技术研究. 实验流体力学, 2015, 29(5): 8-14 (Zhang Tianjiao, Qian Weiqi, He Kaifeng, et al. Research on aerodynamic parameter identification technology in wind tunnel free-flight test based on maximum likelihood estimation. Journal of Experiments in Fluid Mechanics, 2015, 29(5): 8-14 (in Chinese))

22 周思达, 刘莉, 李昱霖等. 高速飞行器热结构工作时变模态参数辨识. 航空学报, 2015, 36(1): 373-380 (Zhou Sida, Liu Li, Li Yulin, et al. Operational identification of time-varying modal parameters for thermal structures of high-speed aerial vehicles. Acta Aeronautica et Astronautica Sinica, 2015, 36(1): 373-380 (in Chinese))

23 齐万涛, 吕新波, 钱炜祺. 调整试飞阶段的某型飞机气动参数辨识实现方法. 科学技术与工程, 2015 (16): 222-225 (Qi Wantao, Lü Xinbo, Qian Weiqi. Aerodynamic parameter identification of an aircraft implementation during adjustment of the flight test phase. Science Technology and Engineering, 2015 (16): 222-225(in Chinese))

24 王俭臣, 齐晓慧. 基于气动参数辨识的飞控系统传感器故障估计. 兵工学报, 2015, 36(1): 103-110(Wang Jianchen, Qi Xiaohui. Sensor fault estimation method for flight control systems based on aerodynamic parameter identification. ActaArmamentarii, 2015, 36(1): 103-110(in Chinese))

25 崔乃刚, 卢宝刚, 傅瑜等. 基于卡尔曼滤波的再入飞行器气动参数辨识. 中国惯性技术学报, 2014, (6): 755-758 (Cui Naigang, Lu Baogang, Fu Yu, et al. Aerodynamic parameter identification of a reentry vehicle based on Kalman filter method. Journal of Chinese Inertial Technology, 2014, (6) : 755-758(in Chinese))

26 陈少敏. 飞行器气动参数辨识方法研究. [硕士论文]. 哈尔滨: 哈尔滨工业大学, 2014 (Chen Shaomin. Aerodynamic parameter identification for aircraft. [Master Thesis]. Harbin :Harbin Institute of Technology, 2014 (in Chinese))

27 傅慧萍.潜射导弹运载器弹道水动力学系统建模及其应用研究. [博士论文]. 西安:西北工业大学,2000 (Fu Huiping. Theory and application study on underwater trajectory dynamic system modeling of submarine launched missile carrier. [PhD Thesis]. Xi'an: Northwestern Polytechnical University, 2000(in Chinese))

28 刘建成,刘学敏,徐玉如.极大似然法在水下机器人系统辨识中的应用.哈尔滨工程大学学报,2001,22(5):1-4 (Liu Jianchen, Liu Xuemin, Xu Yuru. Maximum likelihood method application of underwater vehicle system identification. Journal of Harbin Engineering University, 2001, 22(5): 1-4(in Chinese))

29 马岭, 崔维成. 载人潜水器水平面动力学模型系统辨识. 中国造船, 2006, 47(2): 76-81 (Ma Ling, Cui Weicheng. Manned submersible horizontal dynamics model system identification. Shipbuilding of China, 2006, 47(2): 76-81 (in Chinese))

30 Wang CF, Zhang FM, Schaefer D. Dynamic modeling of an autonomous underwater vehicle. Journal of Marine Science and Technology, 2015, 20(2): 199-212

31 Leonard NE, Graver JG. Model-based feedback control of autonomous underwater gliders. Oceanic Engineering, 2001, 26(4): 633-645

32 王同苏. 深海无人潜器高效推进器的设计研究. [硕士论文]. 哈尔滨:哈尔滨工程大学,2012 (Wang Tongsu. Research of effi-cient thruster of deep sea unmanned submersible. [Master Thesis]. Harbin: Harbin Engineering University, 2012 (in Chinese))

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