基于改进响应面法的电缆碳纤维增强复合材料集成构件电缆埋置位置优化

doi:10.3969/j.issn.1004-132X.2021.16.014

中国机械工程 ›› 2021, Vol. 32 ›› Issue (16): 2008-2015.DOI: 10.3969/j.issn.1004-132X.2021.16.014

基于改进响应面法的电缆碳纤维增强复合材料集成构件电缆埋置位置优化

杨旭1;周德俭1,2;庄功伟2;宋微1;刘潇龙3;佘雨来2

1.西安电子科技大学机电工程学院，西安，710071
2.桂林电子科技大学机电工程学院，桂林，541004
3.中国电子科技集团公司第十研究所，成都，610036

出版日期:2021-08-25 发布日期:2021-09-10
通讯作者: 周德俭（通信作者），男，1954年生，教授、博士研究生导师。研究方向为机电一体化和制造业信息化。E-mail: emezdj@guet.edu.cn。
作者简介:杨旭，男，1993年生，博士研究生。研究方向为机电一体化和智能制造。发表论文4篇。E-mail: 871366352@qq.com。
基金资助:
广西自然科学基金（2017GXNSFBA198180）；
广西制造系统与先进制造技术重点实验室课题（1725905004Z）

Embedded Position Optimization of Cables in Cables-Carbon Fiber Reinforced Composite Integrated Components Based on Improved Response Surface Methodology

YANG Xu1;ZHOU Dejian1,2;ZHUANG Gongwei2;SONG Wei1;LIU Xiaolong3;SHE Yulai2

1.School of Mechano-Electronic Engineering,Xidian University,Xi'an,710071
2.School of Mechano-Electronic Engineering,Guilin University of Electronic Technology,Guilin,Guangxi，541004
3.The 10th Research Institute of China Electronics Technology Group Corporation，Chengdu，610036

Online:2021-08-25 Published:2021-09-10

摘要/Abstract

摘要： 针对电缆碳纤维增强复合材料（CFRP）集成构件中电缆埋置位置参数难以确定的问题，建立了集成构件的有限元分析模型和电磁兼容分析模型，提出了一种采用改进响应面法来求解电缆埋置位置参数优化问题的方法。利用该方法，综合考虑电缆的力学性能、电磁兼容性能和制造约束条件，预测得到了一组高质量的电缆埋置位置参数。验证结果表明，使用这组参数得到的集成构件能满足所有的约束条件，所有响应的预测值与实际值的平均误差仅为3%，且埋置电缆对CFRP基体力学性能的影响很小。

关键词: 集成构件, 有限元分析, 力学性能, 电磁兼容性能, 改进响应面法

Abstract: Aiming at the problems that were difficult to determine the cable location parameters of cables-carbon fiber reinforced composite(CFRP) integrated components, the finite element analysis model and electromagnetic compatibility analysis model of the integrated components were established. An improved response surface method was proposed and used to solve the optimization problems of cables embedding location parameters. Finally, a set of high-quality cables embedding location parameters were predicted by considering the mechanics properties, EMC performances and manufacturing constraints. The verification results show that the integrated components obtained by using these parameters may meet all the constraints, the average error between the predicted and actual values of all responses is as 3%, and the embedded cables has little effect on the mechanics properties of CFRP matrix.

Key words: integrated component, finite element analysis, mechanics property, electromagnetic compatibility(EMC) performance, improved response surface method

中图分类号:

TH114
TB33

杨旭, 周德俭, 庄功伟, 宋微, 刘潇龙, 佘雨来. 基于改进响应面法的电缆碳纤维增强复合材料集成构件电缆埋置位置优化[J]. 中国机械工程, 2021, 32(16): 2008-2015.

YANG Xu, ZHOU Dejian, ZHUANG Gongwei, SONG Wei, LIU Xiaolong, SHE Yulai. Embedded Position Optimization of Cables in Cables-Carbon Fiber Reinforced Composite Integrated Components Based on Improved Response Surface Methodology[J]. China Mechanical Engineering, 2021, 32(16): 2008-2015.

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http://www.cmemo.org.cn/CN/Y2021/V32/I16/2008

参考文献

［1］伍希志, 程军圣. 碳纤维增强复合材料加固中心孔钢板综合优化［J］. 中国机械工程, 2017, 28(11):1300-1304.

WU Xizhi，CHENG Junsheng. Optimization of Carbon Fiber Reinforced Polymer Reinforcing Center Hole Steel Plates ［J］.China Mechanical Engineering, 2017, 28(11):1300-1304.

［2］KHARSHIDUZZAMAN M, GIANNEO A, BERNASCONI A. Experimental Analysis of the Response of Fiber Bragg Grating Sensors under Non-uniform Strain Field in a Twill Woven Composite［J］. Journal of Composite Materials, 2019, 53(7): 893-908.

［3］LING H Y, LAU K T, LAM C K. Effects of Embedded Optical Fiber on Mode II Fracture Behaviours of Woven Composite Laminates［J］. Composites Part B (Engineering), 2005, 36(6/7):534-543.

［4］ARELLANO M T, CROUZEIX L, COLLOMBET F, et al. Mechanical Characterization of an Alternative Technique to Embed Sensors in Composite Structures: the Monitoring Patch［J］. Applied Composite Materials, 2012, 19: 379-391.

［5］TORRES M, COLLOMBET F, DOUCHIN B, et al. Comparison between the Classic Sensor Embedding Method and the Monitoring Patch Embedding Method for Composites Instrumentation［J］. Applied Composite Materials, 2014, 21: 707-724.

［6］李博, 夏蕊, 王学文,等. 基于响应面法的多因素交互作用下中部槽磨损试验研究［J］. 中国机械工程, 2019, 30(22):2764-2771.

LI Bo, XIA Rui, WANG Xuewen, et al. Experimental Study on Wear of Middle Plates under Multi Factor Interactions Based on Response Surface Method［J］. China Mechanical Engineering, 2019, 30(22):2764-2771.

［7］盛精, 解若愚. 一种塑制汽车离合器泵的旋转摩擦焊接工艺参数的设计方法［J］. 中国机械工程, 2019, 30(14):1742-1747.

SHENG Jing, XIE Ruoyu. A Design Method of Processing Parameters of Rotary Friction Welding for a Plastic Clutch Pump［J］. China Mechanical Engineering, 2019, 30(14):1742-1747.

［8］BALA N, NAPIAH M, KAMARUDDIN I. Nanosilica Composite Asphalt Mixtures Performance-based Design and Optimisation Using Response Surface Methodology［J］. International Journal of Pavement Engineering, 2018, 21:29-30.

［9］SAVASTRU D, MICLOS S, SAVASTRU R. Study of Thermo Mechanical Characteristics of Polymer Composite Materials with Embedded Optical Fiber［J］. Composite Structures, 2018,183:682-687.

［10］SONG E, PARK H B, PARK H H. An Evaluation Method for Radiated Emissions of Components and Modules in Mobile Devices［J］. IEEE Transactions on Electromagnetic Compatibility, 2014, 56(5):1020-1026.

［11］SHOORY A, RUBINSTEIN M, RUBINSTEIN A. A Application of the Cascaded Transmission Line Theory of Paul and McKnight to the Evaluation of NEXT and FEXT in Twisted Wire Pair Bundles［J］. IEEE Transactions on Electromagnetic Compatibility, 2013, 55(4): 648-656.

［12］陈晋吉. 飞机电磁兼容预测仿真研究［D］. 西安：西安电子科技大学，2013.

CHEN Jinji. Simulation Study on Electromagnetic Compatibility Prediction of Aircrafts［D］. Xi'an：Xidian University, 2013.

［13］PALETTA L, PARMANTIER J P, ISSAC F. Susceptibility Analysis of Wiring in a Complex System Combining a 3-D Solver and a Transmission-line Network Simulation［J］. IEEE Transactions on Electromagnetic Compatibility, 2002, 44(2): 309-317.

［14］HOEFER W J R. The Transmission-line Matrix Method-theory and Applications［J］. IEEE Transactions on Microwave Theory and Techniques, 1985, 33(10):882-893.

［15］CHEN W, SITARAMAN S K. Response Surface and Multiobjective Optimization Methodology for the Design of Compliant Interconnects［J］. IEEE Transactions on Components, Packaging and Manufacturing Technology, 2014, 4(11):1769-1777.

［16］高金良, 曾发林, 裴旭, 等. 基于改进响应面模型的悬架K&C特性优化［J］. 广西大学学报(自然科学版), 2018, 43(5):28-36.

GAO Jinliang，ZENG Falin，PEI Xu，et al. Optimization of Suspension K＆C Characteristics Based on Improved Response Surface Model［J］. Journal of Guangxi University(Natural Science Edition), 2018, 43(5):28-36.

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基于改进响应面法的电缆碳纤维增强复合材料集成构件电缆埋置位置优化

Embedded Position Optimization of Cables in Cables-Carbon Fiber Reinforced Composite Integrated Components Based on Improved Response Surface Methodology

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