基于灵敏度排序的焊点布置鲁棒性分析方法研究*

doi:10.19562/j.chinasae.qcgc.2020.12.019

Abstract

Abstract: In view of the defects of Monte-Calo robustness analysis method commonly used at present for robustness analysis for welding spot layout, i.e. high cost, low efficiency and the heavy dependance of accuracy on sample number, a novel robustness analysis method based on welding spot sensitivity ranking is proposed with Monte-Calo important sampling theory as reference. Taking a domestic light bus as example, two methods are comparatively verified. The results show that the method proposed in this paper has higher efficiency, lower cost and higher accuracy with fewer samples needed compared with Monte-Calo one

Key words: welding spot, layout, robustness, sensitivity ranking

Song Haisheng, Chen Zhiyong, Yang Na, Yang Changhai, Shi Wenku. Research on the Analysis Method of Welding Spot Layout Robustness Based on Sensitivity Ranking[J].Automotive Engineering, 2020, 42(12): 1751-1757.

References

[1] CHENG Ching-Shan. The assessment of a combined methodology for spot weld failure modeling[C]. SAE Paper 2004-01-0690.
[2] HONG J. The development of a simplified spot weld model for battelle structural stress calculation[C]. SAE Paper 2011-01-0479.
[3] SELVAM G, Prince AROCKIA DOSS S, GOUNDER KANNAN M, et al. BIW resistance spot weld parameter standardization through parameter optimization across various sheet metal panel combinations[C]. SAE Paper 2018-28-0034.
[4] BROZEK M. Resistance spot welding of steel sheets of different thickness[J]. Engineering for Rural Development, 2015, 14:72-77.
[5] HASSELMAN T, YAP K, CAFEO J, et al. Predictive accuracy of resistance spot welding simulations[J]. Proceedings of SPIE-The International Society for Optical Engineering, 2002, 4753 Ⅱ:904-909.
[6] OUISSE M, COGAN S, GUILLAUME B. Towards a robust optimization of spot weld design in automotive structures[C]. International Conference on Noise and Vibration Engineering,2006,8:4387-4394.
[7] De ALBA ALVAREZ R O , FERGUSON N S, MACE B R. A robust spot weld model for structural vibration analysis[J]. Finite Elements in Analysis and Design,2014, 89:1-7.
[8] BHATTI Q I, OUISSE M, COGAN S. Robust optimization and quality control in spot welded structures[C]. Conference Proceedings of the Society for Experimental Mechanics Series,2011,2:297-309.
[9] HSU J, KONDO H, AWANO M, et al. Robust design of front impact crash simulation with FEM by taking account of manufacturing quality on spot weld[C]. SAE Paper 2006-01-0761.
[10] OUISSE M, COGAN S. Robust design of spot welds in automotive structures:a decision-making methodology[J]. Mechanical Systems and Signal Processing, 2010, 24(4):1172-1190.
[11] DONDERS S, BRUGHMANS M, HERMANS L, et al. The robustness of dynamic vehicle performance to spot weld failures[J]. Finite Elements in Analysis and Design,2006, 42(8-9):670-682.
[12] SNYDER W C. Accuracy estimation for quasi-Monte Carlo simulations [J]. Mathematics and Computers in Simulation, 2000, 54(1-3):131-143.
[13] LING Jun, NI Xufeng, ZHANG Yifeng, et al. Monte Carlo simulation of gas phase polymerization of 1,3-butadiene part I. modeling and programming [J].Polymer, 2000, 41(24):8703-8707.
[14] NOH W, KOH Y, CHUNG K, et al. Influence of dynamic loading on failure behavior of spot welded automotive steel sheets[J]. International Journal of Mechanical Sciences, 2018, 144:407-426.
[15] TAKANOBU S, TSUYOSHI S, YOSHIKIYO T. A study of topology optimization for spot-welding locations in automotive body by using driving simulation[C]. SAE World Congress Experience, 2019:April.
[16] 俞立. 鲁棒控制-线性矩阵不等式处理方法[M]. 北京:清华大学出版社, 2002.
YU Li. Robust control-linear matrix inequality[M]. Beijing:Tsinghua University Press,2002.
[17] 王娟, 张涛, 徐国凯. 鲁棒控制理论及应用[M]. 北京:电子工业出版社, 2011.
WANG Juan,ZHANG Tao,XU Guokai. Robust control theory and applications[M]. Beijing:Electronic Industry Press, 2011.
[18] 黄琳. 稳定性与鲁棒性的理论基础[M]. 北京:科学出版社, 2003.
HUANG Lin. Theoretical basis of stability and robustness[M]. Beijing:Science Press,2003.
[19] 于多年, 邹骥, 王登峰. 重型卡车驾驶室焊点的拓扑优化分析[J]. 吉林大学学报(工学版), 2009,39(S2):264-268.
YU Duonian, ZOU Ji, WANG Dengfeng, et al. Analysis of topological optimization on optimal heavy truck cabs spot-weld layout[J]. Journal of Jilin University (Engineering and Technology Edition), 2009, 39(S2):264-268.
[20] 宋海生, 史文库, 龙岩. 整车模态分析中焊点模拟方法的研究[J]. 汽车工程,2011,33(11):920-923.
SONG Haisheng, SHI Wenku, LONG Yan. Research on simulation method of spot-weld based on vehicle modal analysis[J]. Automotive Engineering, 2011,33(11):920-923.
[21] PALMONELLA M, FRISWELL M, MOTTERSHEAD J, et al . Finite element models of spot welds in structural dynamics:review and updating [J]. Comput. Struct., 2005,83(8-9):648-661.
[22] ZHANG Y, TAYLOR D. Optimization of spot-welded structures[J]. Finite Elements Anal. Des, 2001, 37 (12) :1013-1022.
[23] COLEMAN H W, STEELE W G. Engineering application of experimental uncertainty analysis [J]. AIAA Journal, 1995, 33(10):1888-1896.
[24] LANDAU D P, TAVAZZA F, ADLER J. Monte Carlo simulations of a compressible Ising ferromagnet at constant volume [J]. Computer Physics Communications, 2005, 169 (1-3):149-152.

[1]	XU Cheng-Shan, JIANG Fa-Chao, SONG Sen-Nan, TIAN Guang-Yu. [J]. , 2017, 39(1): 9 -14 .
[2]	ZHANG Yi-Bing, 吕Jian-Jun , YUAN Guang-Hui. [J]. , 2016, 38(12): 1467 -1470 .
[3]	JIA Ji-De, WU Chun-Zhi, JIA Xiang-Yu, REN Gang, HAN Jia-Jia. [J]. , 2017, 39(1): 97 -101 .
[4]	RONG Bing, XIAO Pan, ZHOU Jian-Wen, LIU Yi-Lu. [J]. , 2017, 39(2): 214 -219 .
[5]	WANG Zhen, CUI Ya-Hui-.Liu-Kai, XU Lin. [J]. , 2017, 39(3): 304 -310 .
[6]	GUAN Xin, XU Liang, GUO Rui, WANG Bo, SONG Hai-Yan. [J]. , 2017, 39(3): 311 -316 .
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[8]	XIONG Xing-Wang, GAO Jun-Hua, ZHOU Tao, YU Jin-Tao. [J]. , 2017, 39(4): 381 -385 .
[9]	CAO Li-Feng, ZHOU Shou-Qin, XIE Xiao-Peng. [J]. , 2017, 39(4): 401 -406 .
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Research on the Analysis Method of Welding Spot Layout Robustness Based on Sensitivity Ranking

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