{"id":3278,"date":"2026-04-10T13:28:43","date_gmt":"2026-04-10T05:28:43","guid":{"rendered":"https:\/\/iweb20wp-b205b.url.tku.edu.tw\/jase\/?post_type=tkuisotope&#038;p=3278"},"modified":"2026-06-14T15:08:47","modified_gmt":"2026-06-14T07:08:47","slug":"bionic-optimization-and-aerodynamic-performance-analysis-of-high-speed-train-pantograph","status":"publish","type":"tkuisotope","link":"\/jase\/?tkuisotope=bionic-optimization-and-aerodynamic-performance-analysis-of-high-speed-train-pantograph","title":{"rendered":"Bionic Optimization and Aerodynamic Performance Analysis of High-speed Train Pantograph"},"content":{"rendered":"\n<div class=\"wp-block-tkuwpbs5-bs5-row row article-info\">\n<div class=\"wp-block-tkuwpbs5-bs5-column col-md-3 align-self-start\">\n<p><i class=\"fa fa-folder\" aria-hidden=\"true\"><\/i>&nbsp;<a href=\"\/jase\/?page_id=2961\" data-type=\"page\" data-id=\"807\">2024<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-tkuwpbs5-bs5-column col-md-3 align-self-start\">\n<p><i class=\"fa fa-folder-open\" aria-hidden=\"true\"><\/i>&nbsp;<a href=\"\/jase\/?page_id=3235\" data-type=\"page\" data-id=\"1055\">Volume 27, Issue 6<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-tkuwpbs5-bs5-column col-md-6 align-self-start\">\n<div class=\"wp-block-tkuwpbs5-bs5-div dv_publish\" data-aos=\"normal\"><div class=\"wp-block-post-date\"><time datetime=\"2026-04-10T13:28:43+08:00\">2026-04-10<\/time><\/div><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-tkuwpbs5-bs5-row row\">\n<div class=\"wp-block-tkuwpbs5-bs5-column col-md-5 align-self-start\">\n<div class=\"wp-block-tkuwpbs5-bs5-div au-ol\" data-aos=\"normal\">\n<p>Qi Zhou, Zhenfeng Wu<a href=\"mailto:wzhf@mail.lzjtu.cn\"><i class=\"fa fa-envelope\"><\/i><\/a>, and Longhui Zhu<\/p>\n\n\n\n<p style=\"font-size:14px\">School of Mechanical and Electrical Engineering, Lanzhou Jiaotong University, Lanzhou, China<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-tkuwpbs5-bs5-div\" style=\"margin-top:var(--wp--preset--spacing--40)\" data-aos=\"normal\">\n<p>Received:\u00a0August 5, 2023<br>Accepted:\u00a0September 22, 2023<br>Publication Date:\u00a0April 10, 2026<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-tkuwpbs5-bs5-column col-md-7 align-self-start clk=\u5716\u7247\"><img decoding=\"async\" src=\"\/jase\/wp-content\/uploads\/2026\/04\/27_06_09.jpg\" class=\"img-fluid img-fluid mx-auto d-block\" alt=\"\u4e0a\u50b3\u5716\u7247\">\n\n\n<p class=\"has-text-align-center img_caption\">Velocity-aerodynamic drag histograms.<\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-small-font-size\"><i class=\"fab fa-creative-commons\"><\/i>&nbsp;<strong>Copyright&nbsp;<\/strong>The Author(s). This is an open access article distributed under the terms of the&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/creativecommons.org\/licenses\/by\/4.0\/\" target=\"_blank\">Creative Commons Attribution&nbsp;License (CC BY 4.0)<\/a>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are cited.<\/p>\n\n\n\n<p>Download Citation:\u00a0 <a rel=\"noreferrer noopener\" href=\"\/jase\/wp-content\/uploads\/2026\/01\/jase-202509-28-09-0006.pdf\" data-type=\"link\" data-id=\"\/jase\/wp-content\/uploads\/2026\/01\/jase-202509-28-09-0006.pdf\" target=\"_blank\">BibTeX <\/a>| <a href=\"http:\/\/dx.doi.org\/10.6180\/jase.202406_27(6).0009\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/dx.doi.org\/10.6180\/jase.202406_27(6).0009<\/a>\u00a0\u00a0<\/p>\n\n\n\n<p class=\"btn btn-primary article-btn\"><a href=\"\/jase\/wp-content\/uploads\/2026\/04\/09_2022_1228_V27i6.pdf\" data-type=\"attachment\" data-id=\"3264\" target=\"_blank\" rel=\"noreferrer noopener\">Download PDF<\/a><\/p>\n\n\n\n<div style=\"height:24px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>The aerodynamic drag of a high-speed train has a significant impact on its energy consumption. At high speeds, the pantograph is one of the primary sources of aerodynamic drag for the train. To enhance train operation characteristics and reduce aerodynamic drag, two optimized pantograph models with bionic non-smooth grooves beneath carbon slide plates were designed based on bionic non-smooth theories, using shark skin as the bionic object. The Navier-Stokes equation and k-\u03f5 turbulence model were adopted to simulate the flow field structure of two pantograph optimized models. The results show the structure of pantograph head has a significant effect on its separation point of the boundary layer, the wake flow and the tail vortex area. Compared to the pantograph head with arc-shaped grooves, the pantograph head with V-shaped grooves exhibits a more significant backward movement of the boundary layer of separation point. This results in a more stable wake flow and a more pronounced reduction in the area of the tail vortex. Furthermore, incorporating V-shaped grooves beneath the carbon slide plate resulted in an average rate of drag reduction increase of 4.9% for the pantograph head and 4.7% for the pantograph compared to the original pantograph.<\/p>\n\n\n\n<p><em>Keywords:\u00a0High-speed train; Pantograph; Bionic optimization; Aerodynamic drag; Performance analysis<\/em><\/p>\n\n\n\n<div style=\"height:2rem\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-tkuwpbs5-bs5-div ref_ol\" data-aos=\"normal\">\n<ol>\n<li>[1] H. Song, J. Wu, Y. Wu, J. Zhen, and Q. Zhen, (2010) \u201cStudy on aerodynamic effect on current receiving characteristics of high-speed pantograph&#8221; Electric Railway 23(1): 28\u201332.<\/li>\n<li>[2] Z. Wu, Z. Xie, P. Wang, W. Ding, et al., (2020) \u201cAerodynamic drag performance analysis of different types of high-speed train pantograph fairing&#8221; Journal of Applied Science and Engineering 23(3): 509\u2013519. DOI: 10.6180\/jase.202009_23(3).0015.<\/li>\n<li>[3] L. Zhang, J. Zhang, T. Li, and W. Zhang, (2017) \u201cResearch on unsteady aerodynamic characteristics of pantographs in different positions of high-speed trains&#8221; Journal of Mechanical Engineering 53(12): 147\u2013155. DOI: 10.3901\/JME.2017.12.147.<\/li>\n<li>[4] X. Yuan, X. Miao, T. Yuan, and J. Yang, (2021) \u201cAerodynamic noise analysis of high-speed train pantograph and study on noise reduction of pantograph head&#8221; Journal of the China Railway Society 43(12): 38\u201348.<\/li>\n<li>[5] H. Hu, G. Pan, B. Song, and Z. Mao, (2004) \u201cNumerical analysis of near-wall fluid field on grooved surface under water&#8221; Chinese quarterly of mechanics 25(1): 96\u2013100.<\/li>\n<li>[6] H. Liu and Z. Xu, (2018) \u201cStudy on drag and noise reduction of pantograph rods based on bionic non-smooth structures&#8221; Noise and Vibration Control 38(S1): 269\u2013272.<\/li>\n<li>[7] Y. Wang, J. Zhou, D. Gong, and H. Liu, (2018) \u201cStudy on bionic noise reduction and aerodynamic noise distribution characteristics for high-speed train\u2019s pantographs&#8221; Noise and Vibration Control 38(Z1): 348\u2013352.<\/li>\n<li>[8] T. Li, D. Qin, D. Zou, J. Zhang, and W. Zhang, (2020) \u201cStudy on aerodynamic characteristics and comparisons of high-speed pantograph in knuckle-downstream or knuckleupstream direction&#8221; Journal of Mechanical Engineering 56(4): 177\u2013184. DOI: 10.3901\/JME.2020.04.177.<\/li>\n<li>[9] Y. Yan, X. Xu, X. Wang, H. Geng, and S. Huang, (2022) \u201cSimulation optimization study on aerodynamic drag reduction of high speed pantograph&#8221; Mechanics in Engineering 44(2): 276\u2013284.<\/li>\n<li>[10] K. Yang, F. Ma, X. Zhu, and J. Li, (2015) \u201cAnalysis of aerodynamic characteristics of pantograph based on Fluent&#8221; Electric Railway (4): 14\u201316.<\/li>\n<li>[11] L. Zhou, D. Dai, and X. Chen, (2014) \u201cThe Application of Bionics Design in The Design of Chinese High Speed Train&#8221; School of Architecture and Art, Central China University (9): 57\u201358.<\/li>\n<li>[12] J. Du, M. Gong, A. Tian, N. Gao, and Z. Li, (2014) \u201cStudy on the drag reduction of the high-speed train based on the bionic non-smooth riblets&#8221; Journal of Railway Science and Engineering 11(5): 70\u201376. DOI: 10.19713\/j.cnki.43-1423\/u.2014.05.013.<\/li>\n<li>[13] Z. Wang, (2015) \u201cNumerical simulation of high-speed train drag reduction mechanism based on bionics&#8221; Urban Mass Transit (1): 28\u201331. DOI: 10.16037\/j.1007-869x.2015.01.007.<\/li>\n<li>[14] L. Qin, C. Gong, H. Sun, H. Xi, F. J. Mawignon, F. Guo, and G. Dong, (2022) \u201cReview of research on drag reduction of non-smooth surface&#8221; Surface technology 51(8): 107\u2013122. DOI: 10.16490\/j.cnki.issn.1001-3660.2022.08.009.<\/li>\n<li>[15] B. E and S. C, (1985) \u201cA combined visualizationanemometry study of the turbulent drag reducing mechanisms of triangular micro-groove surface modifications&#8221; AIAA Journal 87(6): 85\u2013548.<\/li>\n<li>[16] D. Bechert and M. Bartenwerfer, (1989) \u201cThe viscous flow on surfaces with longitudinal ribs&#8221; Journal of fluid mechanics 206(1): 105\u2013129.<\/li>\n<li>[17] A. Lang, P. Motta, M. L. Habegger, R. Hueter, and F. Afroz, (2011) \u201cShark Skin Separation Control Mechanisms&#8221; Marine Technology Society Journal 45(4): 208\u2013215. DOI: 10.4031\/MTSJ.45.4.12.<\/li>\n<li>[18] R. Li, N. Zhou, W. Zhang, G. Mei, and Z. Chen, (2012) \u201cCalculation and analysis of pantograph aerodynamic uplift force&#8221; Journal of the China Railway Society 34(8): 26\u201332. DOI: 10.3969\/j.issn.1001-8360.2012.08.005.<\/li>\n<li>[19] H. Tian. Train Aerodynamics. Beijing: China Railway Publishing House, 2007.<\/li>\n<li>[20] J. Wang, G. Minelli, T. Dong, K. He, and S. Krajnovi, (2020) \u201cImpact of the bogies and cavities on the aerodynamic behaviour of a high-speed train. An IDDES study&#8221; Journal of Wind Engineering and Industrial Aerodynamics 207: DOI: 10.1016\/j.jweia.2020.104406.<\/li>\n<li>[21] S. Fu, D. Chen, J. Liang, and Y. Ma, (2013) \u201cInvestigation on wind tunnel tests of aerodynamic characteristics of high-speed pantograph&#8221; Railway Locomotive &amp; Car 33(3): 123\u2013126.<\/li>\n<\/ol>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"author":3,"template":"wp-custom-template-detail-4-aricles","meta":{"_uag_custom_page_level_css":""},"categories":[10,6,520],"tags":[610],"acf":[],"uagb_featured_image_src":[],"uagb_author_info":{"display_name":"\u6797\u923a\u6db5","author_link":"\/jase\/?author=3"},"uagb_comment_info":0,"uagb_excerpt":"&nbsp;Copyright&nbsp;The Author(s). This is an open access article distributed under the terms of the&nbsp;Creative Commons Attribution&nbsp;License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are cited. Download Citation:\u00a0 BibTeX | http:\/\/dx.doi.org\/10.6180\/jase.202406_27(6).0009\u00a0\u00a0 Download PDF The aerodynamic drag of a high-speed train has a significant impact&hellip;","_links":{"self":[{"href":"\/jase\/index.php?rest_route=\/wp\/v2\/tkuisotope\/3278"}],"collection":[{"href":"\/jase\/index.php?rest_route=\/wp\/v2\/tkuisotope"}],"about":[{"href":"\/jase\/index.php?rest_route=\/wp\/v2\/types\/tkuisotope"}],"author":[{"embeddable":true,"href":"\/jase\/index.php?rest_route=\/wp\/v2\/users\/3"}],"wp:attachment":[{"href":"\/jase\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3278"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"\/jase\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3278"},{"taxonomy":"post_tag","embeddable":true,"href":"\/jase\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3278"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}