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材料导报  2025, Vol. 39 Issue (23): 24120146-8    https://doi.org/10.11896/cldb.24120146
  金属与金属基复合材料 |
基于响应面法和MOPSO算法的2195-T6铝锂合金GTN损伤模型
贾向东*, 罗展, 镐昆明, 张洪耀, 陆伟
南京林业大学机械电子工程学院,南京 210037
The GTN Damage Model for 2195-T6 Al-Li Alloy Based on Response Surface Methodology and MOPSO Algorithm
JIA Xiangdong*, LUO Zhan, HAO Kunming, ZHANG Hongyao, LU Wei
College of Mechanical and Electronic Engineering, Nanjing Forestry University, Nanjing 210037, Jiangsu, China
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摘要 2195铝锂合金凭借其优良的机械性能和减重优势,成为航天器和运载火箭等航空航天装备关键部件的首选材料,不同加载条件下2195铝锂合金损伤演化是影响其成形性能的关键。作为细观损伤模型中应用极为广泛的模型之一,GTN模型能够准确预测韧性金属的损伤演化与断裂,而实现这一目标的关键是GTN模型参数的准确标定。以微观表征和宏观性能测试为基础,通过数值仿真与试验相结合,建立了损伤参数的响应面模型,揭示了损伤参数对2195铝锂合金力学性能的影响机制。将响应面法与MOPSO算法相结合,确定了2195-T6铝锂合金板材的GTN模型参数。研究结果表明,将响应面法与MOPSO优化算法结合的反向标定法,可以实现GTN模型的准确标定。
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贾向东
罗展
镐昆明
张洪耀
陆伟
关键词:  铝锂合金  损伤模型  GTN模型  响应面法  MOPSO算法    
Abstract: Owing to its superior mechanical properties and weight reduction benefits, 2195 aluminum-lithium alloy has emerged as the preferred material for manufacturing critical components of aerospace equipment such as spacecraft and launch vehicles. the microstructural damage evolution of 2195 Al-Li alloy under varying loading scenarios serves as a critical determinant of its formability and service life. The GTN model, one of the most extensively utilized models in mesoscopic damage modeling, is capable of accurately predicting the damage evolution and fracture behavior of ductile metals. Achieving this level of accuracy hinges on the precise calibration of the GTN model parameters. Based on micro characterization and macro performance test, the response surface model of damage parameters was established through numerical simulation and experiment, and the mechanism of the influence of damage parameters on the mechanical properties of 2195 Al-Li alloy was revealed. Based on this, the GTN model parameters of 2195-T6 aluminum-lithium alloy sheet were determined by combining the response surface with MOPSO algorithm. The results show that the combination of response surface method and MOPSO optimization algorithm can achieve the accurate calibration of GTN model parameters.
Key words:  Al-Li alloy    damage model    GTN model    response surface methodology    MOPSO algorithm
出版日期:  2025-12-10      发布日期:  2025-12-03
ZTFLH:  TG386.3  
基金资助: 国家自然科学基金(52205384)
通讯作者:  *贾向东,博士,副教授,硕士研究生导师,主要从事轻合金能场辅助成形工艺与质量控制、金属塑性成形工艺与装备智能化等方面的研究。jiaxd.good@njfu.edu.cn;jiaxd.good@163.com   
引用本文:    
贾向东, 罗展, 镐昆明, 张洪耀, 陆伟. 基于响应面法和MOPSO算法的2195-T6铝锂合金GTN损伤模型[J]. 材料导报, 2025, 39(23): 24120146-8.
JIA Xiangdong, LUO Zhan, HAO Kunming, ZHANG Hongyao, LU Wei. The GTN Damage Model for 2195-T6 Al-Li Alloy Based on Response Surface Methodology and MOPSO Algorithm. Materials Reports, 2025, 39(23): 24120146-8.
链接本文:  
https://www.mater-rep.com/CN/10.11896/cldb.24120146  或          https://www.mater-rep.com/CN/Y2025/V39/I23/24120146
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