| 基于MATLAB的BP网络预报2350中板轧制力能参数 |
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| 引用本文： | 魏立群.基于MATLAB的BP网络预报2350中板轧制力能参数[J].上海金属,2005,27(4):43-45,49. |
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| 作者姓名： | 魏立群 |
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| 作者单位： | 上海应用技术学院材料工程系,上海,200235 |
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| 摘 要： | 应用MATLAB神经网络工具箱训练BP网络的基本原理和方法，建立了2350中板轧机轧制压力和轧制力矩的BP网络。预报计算表明：该BP网络高效简便、计算精度好，所训练好的BP网络预报2350中板轧机的轧制压力和轧制力矩的相对误差小于5％，满足生产控制的要求。
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| 关 键 词： | MATLAB BP网络 轧制力能参数 预报 神经网络工具箱 轧制力矩 轧制压力 中板轧机 基本原理 计算精度 相对误差 生产控制 计算表 训练 |
PREDICTION OF ROLLING FORCE IN 2350 PLATE MILL BY BP NETWORK BASED ON MATLAB |
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| Wei Liqun.PREDICTION OF ROLLING FORCE IN 2350 PLATE MILL BY BP NETWORK BASED ON MATLAB[J].Shanghai Metals,2005,27(4):43-45,49. |
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| Authors: | Wei Liqun |
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| Abstract: | The BP network for calculating plate rolling force and torque in 2350 mill was established by applying the basic principle and the method of BP network trained with MATLAB network tool box.The prediction showed that the BP network was highly efficient,convenient,and with high calculating accuracy.The fractional error calculated for rolling force and torque in a 2350 plate mill was less than 5%,therefore,the method could satisfy practical production requirements. |
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| Keywords: | MATLAB Software BP Network 2350 Plate Mill Rolling Force Rolling Torque |
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