利用电子拉伸试验机和维氏硬度计测试不同固溶处理后6111铝合金板的抗拉强度、伸长率和维氏硬度,以固溶温度和固溶时间为自变量,采用响应面模型对抗拉强度、伸长率和维氏硬度进行拟合,并对其进行单目标优化。结果表明:固溶处理工艺参数分别为(540.8℃,31.8 min)、(496.6℃,1.0 min)、(540.6℃,32.0 min)时,抗拉强度、伸长率和维氏硬度达到最大,分别为299.12 MPa、24.95%和106.62;应用第二代非支配排序遗传算法,对多个响应面模型进行优化求解,得到多目标优化模型的Pareto解集,从中可选择使铝合金板综合力性能较好的解,进而获得对应的固溶工艺参数。
The tensile strength, elongation and Vickers hardness of 6111 aluminum alloy samples after different solution treatment were measured by using the electronic tensile testing machine and the Vickers hardness tester. The data of tensile strength, elongation and Vickers hardness were fitted by response surface methodology, using solution temperature and solution time as independent variables. The optimization results of single-objective show that the tensile strength, elongation and Vickers hardness reach the maximum, when the solution treatment process parameters are (540.8℃, 31.8 min), (496.6 ℃, 1.0 min) and (540.6 ℃, 32.0 min), respectively, and the values of the tensile strength, elongation and Vickers hardness are 299.12 MPa, 24.95% and 106.62. Optimization of response surface models are solved by non-dominated sorting genetic algorithmⅡ (NSGA-Ⅱ), and the Pareto solutions of multi-objective model are obtained, within which the solutions of better performance of aluminum alloy can be selected, and the corresponding solution process parameters are gained simultaneously.
参考文献
[1] | 丁向群,何国求,陈成澍,刘小山,朱正宇.6000系汽车车用铝合金的研究应用进展[J].材料科学与工程学报,2005(02):302-305. |
[2] | 王孟君,周威,任杰,李彩文,黄电源,李光耀.汽车用5182铝合金的温拉深成形性能[J].中南大学学报(自然科学版),2010(03):936-939. |
[3] | Serkan Toros;Fahrettin Ozturk;Ilyas Kacar .Review of warm forming of aluminum-magnesium alloys[J].Journal of Materials Processing Technology,2008(1/3):1-12. |
[4] | Wang, L.;Strangwood, M.;Balint, D.;Lin, J.;Dean, T.A. .Formability and failure mechanisms of AA2024 under hot forming conditions[J].Materials Science & Engineering, A. Structural Materials: Properties, Misrostructure and Processing,2011(6):2648-2656. |
[5] | MOHAMED S M;ALISTAIR D F;LIN Jian-guo;DANIEL S B DEAN T A .Investigation of deformation and failure features in hot stamping of AA6082:Experimentation and modeling[J].INTERNATIONAL Journal OF MACHINE TOOLS & MANUFACTURE,2012,53:27-38. |
[6] | 刘丘林,刘允中,杜良,罗霞,谢金乐.喷射成形6061铝合金的热处理工艺[J].中国有色金属学报,2012(02):350-357. |
[7] | 李慎兰;黄志其;蒋福利;陈维平 刘志铭 .固溶处理对Al-Mg-Si-Mn 合金组织与性能的影响研究[J].稀有金属材料与工程,2012,41(z2):735-739. |
[8] | BOX J;WILSO K B .On the experimental attainment of optimum conditions(with discussion)[J].Journal of Royal Statistical Society,1951,B13:1-45. |
[9] | 朱晓光,席晓丽,聂祚仁,马立文,朱健健.响应面法优化废印刷线路板的金萃取条件[J].中国有色金属学报,2013(06):1739-1745. |
[10] | AZIZI D;AHAFAEI S Z;NOAPARAST M;ABDOLLAHI H .Modeling and optimization of low-grade Mn bearing ore leaching using response surface methodology and central composite rotatable design[J].Transactions of Nonferrous Metals Society of China,2012,22:2295-2305. |
[11] | 黄新仁 .响应面法在生物过程优化中的应用[D].湖南大学,2011. |
[12] | 李伟平,王世东,周兵,张利轩,马义超.基于响应面法和NSGA-Ⅱ算法的麦弗逊悬架优化[J].湖南大学学报(自然科学版),2011(06):27-32. |
[13] | 廖兴涛,张维刚,李青,钟志华.响应表面法在薄壁构件耐撞性优化设计中的应用研究[J].工程设计学报,2006(05):298-302. |
[14] | DEB K;PRATAP A;AGARWAL S;MEYARIVAN T .A fast elitist non-dominated sorting genetic algorithm for multi-objective optimization:NSGA-Ⅱ[R].Kanpur:Indian Institute of Technology,2000. |
[15] | 崔海波 .基于NSGA-Ⅱ的炮兵群火力分配问题研究[D].国防科学技术大学,2010. |
[16] | DEB K;PRATAP A;AGARWAL S;MEYARIVAN T .A fast and elitist multi-objective genetic algorithm:NSGA-Ⅱ[J].IEEE Transactions on Evolutionary Computation,2002,6(02):182-197. |
[17] | 雷德明;严新平.多目标智能优化算法及其应用[M].北京:科学出版社,2009:47-48. |
- 下载量()
- 访问量()
- 您的评分:
-
10%
-
20%
-
30%
-
40%
-
50%