6111鋁合金固溶工藝多目標(biāo)優(yōu)化Multi-objective optimization of solution process of 6111 aluminum alloy

利用電子拉伸試驗(yàn)機(jī)和維氏硬度計(jì)測(cè)試不同固溶處理后6111鋁合金板的抗拉強(qiáng)度、伸長(zhǎng)率和維氏硬度，以固溶溫度和固溶時(shí)間為自變量，采用響應(yīng)面模型對(duì)抗拉強(qiáng)度、伸長(zhǎng)率和維氏硬度進(jìn)行擬合，并對(duì)其進(jìn)行單目標(biāo)優(yōu)化。結(jié)果表明：固溶處理工藝參數(shù)分別為(540.8 ℃, 31.8 min)、(496.6 ℃, 1.0 min)、(540.6 ℃, 32.0 min)時(shí)，抗拉強(qiáng)度、伸長(zhǎng)率和維氏硬度達(dá)到最大，分別為299.12 MPa、24.95%和106.62；應(yīng)用第二代非支配排序遺傳算法，對(duì)多個(gè)響應(yīng)面模型進(jìn)行優(yōu)化求解，得到多目標(biāo)優(yōu)化模型的Pareto解集，從中可選擇使鋁合金板綜合力性能較好的解，進(jìn)而獲得對(duì)應(yīng)的固溶工藝參數(shù)。

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 algorithm Ⅱ (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.

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