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基于极限学习机的板形建模与优化
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作者 李滔 廖俊 +1 位作者 戴小标 刘志辉 《邵阳学院学报(自然科学版)》 2021年第3期52-61,共10页
以铝合金板带生产厂2100 mm轧机的4.1 mm厚铝薄板带轧制生产过程作为研究对象,综合分析各个因素对板形的影响规律,分别从平直度和截面形状两个方面建模和研究,采用平直度转换为与标准板形曲线的厚度差,建立了四辊轧制过程中铝薄板带板... 以铝合金板带生产厂2100 mm轧机的4.1 mm厚铝薄板带轧制生产过程作为研究对象,综合分析各个因素对板形的影响规律,分别从平直度和截面形状两个方面建模和研究,采用平直度转换为与标准板形曲线的厚度差,建立了四辊轧制过程中铝薄板带板形预测模型,预测误差范围为-0.0223~0.0191 mm。为了进一步提高模型预测精度,采用极限学习机智能算法对预测模型进行修正,修正后的预测模型误差更小,为-0.0160~0.0141 mm。考虑了平直度和板厚分布的综合预测模型可以更好地反映板形,同时为高精度板带轧制过程中板形在线控制提供了理论基础。 展开更多
关键词 轧制 铝薄板带 平直度 板形预测模型 极限学习机
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Microstructure characteristics of Ti-43Al alloy during twin-roll strip casting and heat treatment 被引量:5
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作者 Mang XU Guo-huai LIU +2 位作者 Tian-rui LI Bing-xing WANG Zhao-dong WANG 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2019年第5期1017-1025,共9页
To shorten the fabrication process of difficult-to-form TiAl sheets, twin-roll strip casting and microstructural control were investigated in Ti-43Al alloy. A crack-free sheet with dimensions of 1000 mm × 110 mm ... To shorten the fabrication process of difficult-to-form TiAl sheets, twin-roll strip casting and microstructural control were investigated in Ti-43Al alloy. A crack-free sheet with dimensions of 1000 mm × 110 mm × 2 mm was obtained. The microstructure of stip casting sheets and heat treatments was systematically studied. The macrostructure consisted of columnar crystals extending inward and centrally located equiaxed crystals with severe Al segregation were observed along the thickness direction, due to the symmetrical solidification process and decreasing cooling rates. The strip casting alloy was characterized by fine duplex microstructure with a grain spacing of 20-30 μm and a lamellar spacing of 10-20 nm. Furthermore, multiple microstructures of near gamma, nearly lamellar and fully lamellar were obtained through heat treatment process with significantly improved homogeneity of the microstructure. 展开更多
关键词 strip casting TiAl alloy sheet fabrication microstructure characterization heat treatment
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