Optimizing Strategy on Car Body Aerodynamic Drag Reduction Based on Pit-type Non-smooth Structure
-
摘要: 采用了梯度优化法和全局优化法对凹坑型非光滑单元进行优化设计,寻求非光滑单元对汽车的最佳气动减阻效果。将凹坑型非光滑结构布置在某款集装箱货车模型的不同位置,比较减阻效果差异,确定了模型的有效减阻位置。以凹坑单元体开口直径、深度、纵向间距、横向间距为设计变量,分别采用梯度优化法和全局优化法优化凹坑型非光滑结构,比较了两种方法的差异。结果表明:梯度优化法可以快速得到适用于工程实际的优化方案;全局优化法考虑到了变量的耦合因素,优化结果更加全面、准确;经过优化,凹坑型非光滑结构可有效减小气动阻力达10.44%。Abstract: This paper uses gradient optimization method and global optimization method to optimize the design of the pit-type non-smooth unit, seeking the best drag reduction effect on the car body by adding non-smooth structures. The pit-type non-smooth structure is arranged on different locations of a container truck model, the difference in drag reduction effect is compared to determine the effective drag reduction position of the model. The pit-type non-smooth structure's design variables of aperture diameter, depth, vertical spacing, and horizontal spacing were optimized using the gradient method and the global optimization method respectively; the differences between the two methods were compared. The results and their discussion show preliminarily that: the gradient method can quickly obtain optimization program for practical engineering; global optimization method takes the variable coupling factor into account and its optimization results are more comprehensive and accurate; after optimization, pit-type non-smooth structure can effectively reduce the aerodynamic drag up to 10.44%.
-
Key words:
- aerodynamic drag /
- automobiles /
- boundary conditions /
- calculations
-
[1] 谷正气.汽车空气动力学[M].北京:人民交通出版社,2005 Gu Z Q. Aerodynamics of road vehicles[M]. Beijing: People's Communications Press, 2005 (in Chinese) [2] Lee S-J, Lee S-H. Flow field analysis of a turbulent boundary layer over a riblet surface[J]. Experiments in Fluids. 2001,30(2):153-166 [3] Ren L Q, Han Z W, Tian L M, et al. Characteristics of the non-smooth surface morphology of living creatures and its application in agricultural engineering[J]. Design and Nature, 2004,6:275-284 [4] Bechert D W, Bruse M, Hage W. Experiments with three-dimensional riblets as an idealized model of shark skin[J]. Experiments in Fluids, 2000,28(5):403-412 [5] Bechert D W, Hoppe G, Reif W E, et al. On the drag reduction of the shark skin[C]//Proceedings of the 23rd Aerospace Sciences Meeting, AIAA, 1985 [6] 徐中,赵军,吴正华,等.凹坑形非光滑表面的减阻性能分析[J].航空精密制造技术,2009,45(1):33-38 Xu Z, Zhao J, Wu Z H, et al. Analysis of drag reduction on dimple concave non-smooth surface[J]. Aviation Precision Manufacturing Technology, 2009,45(1):33-38 (in Chinese) [7] 李铁柱,李光耀,高晖,等.基于可靠性优化的汽车乘员约束系统的性能改进[J].中国机械工程,2010,21(8):993-999 Li T Z, Li G Y, Gao H, et al. Performance improvement of occupant restraint system based on reliability optimization method[J]. China Mechanical Engineering, 2010,21(8):993-999 (in Chinese) [8] 余志生.汽车理论[M].北京:机械工业出版社,2006 Yu Z S. Vehicle dynamics[M]. Beijing: Machinery Industry Press, 2006 (in Chinese) [9] McKay M D, Beckman R J, Conover W J. A comparison of three methods for selecting values of input variables in the analysis of output from a computer code[J]. Technometrics, 2000,42(1):55-61 [10] Lophaven S N, Nielsen H B, Sondergaard J, et al. DACE matlab kriging toolbox, IMM-TR-2002-12[R]. Denmark: Technical University of Denmark, 2002 [11] Chen H, Ooka R, Kato S. Study on optimum design method for pleasant outdoor thermal environment using genetic algorithms (GA) and coupled simulation of convection, radiation and conduction[J]. Building and Environment, 2008,43(1):18-30 [12] 石秀华,孟祥众,杜向党,等.基于多岛遗传算法的振动控制传感器优化配置[J].振动、测试与诊断,2008,28(1):62-65 Shi X H, Meng X Z, Du X D, et al. Application of miga to optimal disposition of sensors in active vibration control[J]. Journal of Vibration, Measurement & Diagnosis, 2008,28(1):62-65 (in Chinese) [13] 徐中,徐宇,王磊,等.凹坑形表面在空气介质中的减阻性能研究[J].摩擦学学报,2009,29(6):579-583 Xu Z, Xu Y, Wang L, et al. Drag reduction effect of dimple concave surface in air[J]. Tribology, 2009,29 (6):579-583 (in Chinese) [14] 田丽梅,任露泉,刘庆平,等.仿生非光滑旋成体表面减阻特性数值模拟[J].吉林大学学报(工学版),2006,36(6):908-913 Tian L M, Ren L Q, Liu Q P, et al. Numerical simulation on drag reduction characteristic around bodies of revolution with bionic non-smooth surface[J]. Journal of Jilin University(Engineering and Technology Edition), 2006,36(6): 908-913 (in Chinese)
点击查看大图
计量
- 文章访问数: 175
- HTML全文浏览量: 21
- PDF下载量: 8
- 被引次数: 0