Multi-objective optimization of frequency and damping of vertical stabilizer skin structure placed with variable-angle tows
The vibration characteristics of composite vertical stabilizer skin structures play a critical role in damping effects designed for overcoming the air disturbances experienced by aircraft structural components during flight. The first-order fundamental frequencies and their corresponding damping cha...
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Veröffentlicht in: | Chinese journal of aeronautics 2023-01, Vol.36 (1), p.444-455 |
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container_title | Chinese journal of aeronautics |
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creator | ZU, Lei XIA, Xianzhao ZHANG, Qian ZHANG, Guiming CHEN, Shijun FU, Jianhui ZHOU, Lichuan WANG, Huabi LI, Debao ZOU, Liqing |
description | The vibration characteristics of composite vertical stabilizer skin structures play a critical role in damping effects designed for overcoming the air disturbances experienced by aircraft structural components during flight. The first-order fundamental frequencies and their corresponding damping characteristics of the vertical stabilizer skin structure tow-steered by automatic fiber placement technique were optimized with the parameterized trajectories and plies as design variables. Firstly, the vibration and damping numerical models were derived based on Kirchhoff laminate theory, the Rayleigh-Ritz method, and the Strain Energy Method. Then the optimization model was developed by adopting the self-adaptive Differential Evolution Multi-objective optimization algorithm and incorporating the solution method of Pareto Front. The constraints of this optimization model considered the experimentally obtained minimum turning radius of prepregs tow-steered in automatic fiber placement process obtained from experimental tests. Finally, the comparison of numerical simulation results was conducted for the optimized trajectories and the conventional straight trajectories under various boundary conditions, and the numerical results were partially validated through damping and frequency tests. The results indicate the vibration characteristics of the composite vertical stabilizer skin structure can be enhanced to a large extent by optimizing fiber trajectories, and the enhancement percentage is affected by the boundary conditions of the actual structure. |
doi_str_mv | 10.1016/j.cja.2022.09.025 |
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The first-order fundamental frequencies and their corresponding damping characteristics of the vertical stabilizer skin structure tow-steered by automatic fiber placement technique were optimized with the parameterized trajectories and plies as design variables. Firstly, the vibration and damping numerical models were derived based on Kirchhoff laminate theory, the Rayleigh-Ritz method, and the Strain Energy Method. Then the optimization model was developed by adopting the self-adaptive Differential Evolution Multi-objective optimization algorithm and incorporating the solution method of Pareto Front. The constraints of this optimization model considered the experimentally obtained minimum turning radius of prepregs tow-steered in automatic fiber placement process obtained from experimental tests. Finally, the comparison of numerical simulation results was conducted for the optimized trajectories and the conventional straight trajectories under various boundary conditions, and the numerical results were partially validated through damping and frequency tests. The results indicate the vibration characteristics of the composite vertical stabilizer skin structure can be enhanced to a large extent by optimizing fiber trajectories, and the enhancement percentage is affected by the boundary conditions of the actual structure.</description><identifier>ISSN: 1000-9361</identifier><identifier>DOI: 10.1016/j.cja.2022.09.025</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Damping ; Fundamental frequency ; Multi-objective optimization ; Variable-angle tow ; Vertical stabilizer skin ; Vibration properties</subject><ispartof>Chinese journal of aeronautics, 2023-01, Vol.36 (1), p.444-455</ispartof><rights>2022 Chinese Society of Aeronautics and Astronautics</rights><rights>Copyright © Wanfang Data Co. Ltd. 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The first-order fundamental frequencies and their corresponding damping characteristics of the vertical stabilizer skin structure tow-steered by automatic fiber placement technique were optimized with the parameterized trajectories and plies as design variables. Firstly, the vibration and damping numerical models were derived based on Kirchhoff laminate theory, the Rayleigh-Ritz method, and the Strain Energy Method. Then the optimization model was developed by adopting the self-adaptive Differential Evolution Multi-objective optimization algorithm and incorporating the solution method of Pareto Front. The constraints of this optimization model considered the experimentally obtained minimum turning radius of prepregs tow-steered in automatic fiber placement process obtained from experimental tests. Finally, the comparison of numerical simulation results was conducted for the optimized trajectories and the conventional straight trajectories under various boundary conditions, and the numerical results were partially validated through damping and frequency tests. The results indicate the vibration characteristics of the composite vertical stabilizer skin structure can be enhanced to a large extent by optimizing fiber trajectories, and the enhancement percentage is affected by the boundary conditions of the actual structure.</description><subject>Damping</subject><subject>Fundamental frequency</subject><subject>Multi-objective optimization</subject><subject>Variable-angle tow</subject><subject>Vertical stabilizer skin</subject><subject>Vibration properties</subject><issn>1000-9361</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><recordid>eNp9kE1PwzAMhnsAifHxA7jlxqnFSbalESeE-JKGuMA5SlN3uHTtSNKNjz9PpnHmZFl-Xlt-suycQ8GBzy_bwrW2ECBEAboAMTvIJhwAci3n_Cg7DqEFkFpxmGQ_T2MXKR-qFl2kDbJhHWlF3zbS0LOhYY3HjxF798VsX7PartbUL3eDDfpIznYsRFtRR9_oWXinPvV-dHH0yNaddVizLcU3trGebNVhbvtlhywO23CaHTa2C3j2V0-y17vbl5uHfPF8_3hzvcidVCLmSsxV2Ux1qRpZluhAKYvC6TmqqpxpTBDXWgGXUz5zKJIDVFK6KU_UbAryJLvY793avknnTTuMvk8Xzdv7Z2UwmZLAQehE8j3p_BCCx8asPa2s_zIczM6taU1ya3ZuDWiT3KbM1T6D6YUNoTfBURKGNfnk1NQD_ZP-BRw9hTI</recordid><startdate>202301</startdate><enddate>202301</enddate><creator>ZU, Lei</creator><creator>XIA, Xianzhao</creator><creator>ZHANG, Qian</creator><creator>ZHANG, Guiming</creator><creator>CHEN, Shijun</creator><creator>FU, Jianhui</creator><creator>ZHOU, Lichuan</creator><creator>WANG, Huabi</creator><creator>LI, Debao</creator><creator>ZOU, Liqing</creator><general>Elsevier Ltd</general><general>School of Mechanical Engineering,Hefei University of Technology,Hefei 230009,China</general><general>Anhui Province Key Laboratory of Aerospace Structural Parts Forming Technology and Equipment,Hefei University of Technology,Hefei 230009,China%School of Mechanical Engineering,Hefei University of Technology,Hefei 230009,China</general><scope>6I.</scope><scope>AAFTH</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>2B.</scope><scope>4A8</scope><scope>92I</scope><scope>93N</scope><scope>PSX</scope><scope>TCJ</scope></search><sort><creationdate>202301</creationdate><title>Multi-objective optimization of frequency and damping of vertical stabilizer skin structure placed with variable-angle tows</title><author>ZU, Lei ; XIA, Xianzhao ; ZHANG, Qian ; ZHANG, Guiming ; CHEN, Shijun ; FU, Jianhui ; ZHOU, Lichuan ; WANG, Huabi ; LI, Debao ; ZOU, Liqing</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c372t-72678f4987f388ec077ae2c96e7b859e3721997013415ce2101e733c41e2c5403</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Damping</topic><topic>Fundamental frequency</topic><topic>Multi-objective optimization</topic><topic>Variable-angle tow</topic><topic>Vertical stabilizer skin</topic><topic>Vibration properties</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>ZU, Lei</creatorcontrib><creatorcontrib>XIA, Xianzhao</creatorcontrib><creatorcontrib>ZHANG, Qian</creatorcontrib><creatorcontrib>ZHANG, Guiming</creatorcontrib><creatorcontrib>CHEN, Shijun</creatorcontrib><creatorcontrib>FU, Jianhui</creatorcontrib><creatorcontrib>ZHOU, Lichuan</creatorcontrib><creatorcontrib>WANG, Huabi</creatorcontrib><creatorcontrib>LI, Debao</creatorcontrib><creatorcontrib>ZOU, Liqing</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>CrossRef</collection><collection>Wanfang Data Journals - Hong Kong</collection><collection>WANFANG Data Centre</collection><collection>Wanfang Data Journals</collection><collection>万方数据期刊 - 香港版</collection><collection>China Online Journals (COJ)</collection><collection>China Online Journals (COJ)</collection><jtitle>Chinese journal of aeronautics</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>ZU, Lei</au><au>XIA, Xianzhao</au><au>ZHANG, Qian</au><au>ZHANG, Guiming</au><au>CHEN, Shijun</au><au>FU, Jianhui</au><au>ZHOU, Lichuan</au><au>WANG, Huabi</au><au>LI, Debao</au><au>ZOU, Liqing</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multi-objective optimization of frequency and damping of vertical stabilizer skin structure placed with variable-angle tows</atitle><jtitle>Chinese journal of aeronautics</jtitle><date>2023-01</date><risdate>2023</risdate><volume>36</volume><issue>1</issue><spage>444</spage><epage>455</epage><pages>444-455</pages><issn>1000-9361</issn><abstract>The vibration characteristics of composite vertical stabilizer skin structures play a critical role in damping effects designed for overcoming the air disturbances experienced by aircraft structural components during flight. The first-order fundamental frequencies and their corresponding damping characteristics of the vertical stabilizer skin structure tow-steered by automatic fiber placement technique were optimized with the parameterized trajectories and plies as design variables. Firstly, the vibration and damping numerical models were derived based on Kirchhoff laminate theory, the Rayleigh-Ritz method, and the Strain Energy Method. Then the optimization model was developed by adopting the self-adaptive Differential Evolution Multi-objective optimization algorithm and incorporating the solution method of Pareto Front. The constraints of this optimization model considered the experimentally obtained minimum turning radius of prepregs tow-steered in automatic fiber placement process obtained from experimental tests. Finally, the comparison of numerical simulation results was conducted for the optimized trajectories and the conventional straight trajectories under various boundary conditions, and the numerical results were partially validated through damping and frequency tests. The results indicate the vibration characteristics of the composite vertical stabilizer skin structure can be enhanced to a large extent by optimizing fiber trajectories, and the enhancement percentage is affected by the boundary conditions of the actual structure.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.cja.2022.09.025</doi><tpages>12</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Damping Fundamental frequency Multi-objective optimization Variable-angle tow Vertical stabilizer skin Vibration properties |
title | Multi-objective optimization of frequency and damping of vertical stabilizer skin structure placed with variable-angle tows |
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