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多元非線性回歸的鋁合金覆蓋件成形模擬優(yōu)化設計
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    摘要:

    使用3參數(shù)Barlat-Lian屈服準則,通過Dynaform軟件模擬鋁合金覆蓋件保護梁的拉深成形,獲得拉深筋截面凸筋圓角半徑、拉深筋的高度與最大等效應力、最大變薄率之間的關(guān)系數(shù)據(jù);通過多元非線性回歸處理數(shù)據(jù),分別建立拉深筋的凸筋截面尺寸與最大等效應力、最大變薄率的目標函數(shù)數(shù)學模型。通過加權(quán)將多目標函數(shù)優(yōu)化轉(zhuǎn)化為單目標優(yōu)化數(shù)學模型,優(yōu)化求出凸筋截面尺寸的優(yōu)化解。模擬驗證覆蓋件的成形,獲得了滿足設計要求的結(jié)果。

    Abstract:

    Based on the three-parameter Barlat-Lian yield criteria, the aluminum alloy auto panel strength beam forming was simulated by Dynaform software. The data of max equivalent stress and max thinning were acquired by designing the draw bead section punch radius and the draw bead depth. The mathematics model between max equivalent stress, max thinning and draw bead section punch radius, draw bead depth, was built by multivariate nonlinear regressing. The multivariate nonlinear objective model was transformed into single objective model using the weighting function method, then the mathematics model was optimized and the optimized draw bead section values were obtained. Finally, the auto panel was simulated again based on the optimized result and the simulated results showed that the result was available.  

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趙茂俞,薛克敏,李萍.多元非線性回歸的鋁合金覆蓋件成形模擬優(yōu)化設計[J].農(nóng)業(yè)機械學報,2008,39(9):166-169.[J]. Transactions of the Chinese Society for Agricultural Machinery,2008,39(9):166-169.

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