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色织生产调度中基于ANFIS的整经轴数智能预测 被引量:3
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作者 董明宇 刘民 吴澄 《控制工程》 CSCD 2007年第3期270-273,共4页
分析了整经轴数预测在实际色织生产过程调度中所起的重要作用。由于与整经轴数相关的工艺属性较多且关系复杂,一般的神经网络法难以确定工艺属性与整经轴数之间关系或应用效果不佳,同时神经网络是一个“黑箱”,从中无法对影响整经轴数... 分析了整经轴数预测在实际色织生产过程调度中所起的重要作用。由于与整经轴数相关的工艺属性较多且关系复杂,一般的神经网络法难以确定工艺属性与整经轴数之间关系或应用效果不佳,同时神经网络是一个“黑箱”,从中无法对影响整经轴数的因素进行分析,因此提出了基于ANFIS的整经轴数智能预测方法。在该方法中,采用ANFIS作为整经轴数的预测技术,并针对ANFIS输入变量维数较大的问题,提出了一种基于模糊C均值聚类算法的ANFIS结构辨识方法。将该预测方法用于实际的色织生产过程调度的整经轴数预测中,实验结果表明该预测方法是有效的。 展开更多
关键词 预测 ANFIS 结构辨识 整经轴数 模糊C均值聚类
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CLASSICAL AND HOMOGENIZED EXPRESSIONS FOR BUCKLING SOLUTIONS OF FUNCTIONALLY GRADED MATERIAL LEVINSON BEAMS 被引量:6
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作者 Shirong Li Xuan Wang Zeqing Wan 《Acta Mechanica Solida Sinica》 SCIE EI CSCD 2015年第5期592-604,共13页
The relationship between the critical buckling loads of functionally graded material (FGM) Levinson beams (LBs) and those of the corresponding homogeneous Euler-Bernoulli beams (HEBBs) is investigated. Propertie... The relationship between the critical buckling loads of functionally graded material (FGM) Levinson beams (LBs) and those of the corresponding homogeneous Euler-Bernoulli beams (HEBBs) is investigated. Properties of the beam are assumed to vary continuously in the depth direction. The governing equations of the FGM beam are derived based on the Levinson beam theory, in which a quadratic variation of the transverse shear strain through the depth is included. By eliminating the axial displacement as well as the rotational angle in the governing equations, an ordinary differential equation in terms of the deflection of the FGM LBs is derived, the form of which is the same as that of HEBBs except for the definition of the load parameter. By solving the eigenvalue problem of ordinary differential equations under different boundary conditions clamped (C), simply-supported (S), roller (R) and free (F) edges combined, a uniform analytical formulation of buckling loads of FGM LBs with S-S, C-C, C-F, C-R and S-R edges is presented for those of HEBBs with the same boundary conditions. For the C-S beam the above-mentioned equation does not hold. Instead, a transcendental equation is derived to find the critical buckling load for the FGM LB which is similar to that for HEBB with the same ends. The significance of this work lies in that the solution of the critical buckling load of a FGM LB can be reduced to that of the HEBB and calculation of three constants whose values only depend upon the through- the-depth gradient of the material properties and the geometry of the beam. So, a homogeneous and classical expression for the buckling solution of FGM LBs is accomplished. 展开更多
关键词 fcm beam Levinson beam theory BUCKLING critical load Euler-Bernoulli beam
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