Modeling and control for the tube blank heating quality of seamless tube

Dong Xiao, S. Shi, Zhizhong Mao, Jichun Wang
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引用次数: 3

Abstract

As the tube blank of seamless tube heating furnace system has some characteristics, such as multivariable, nonlinear, large lag, cross coupling etc, to predict and control the outlet temperature of tube blank is always a difficult problem in the industrial circle, and which is the main factor that affects the quality of seamless tube. Base on the PCA method, this paper puts forward TLPCR method, and use it to establish the model that can predict final temperature of the tube blank. In the end, testing the model bases on the actual production data from baosteel. According to the check and error analysis indicate that the predicted error by model can satisfy the precision requirement of industrial application.
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无缝管坯加热质量的建模与控制
由于无缝管加热炉系统管坯具有多变量、非线性、大滞后、交叉耦合等特点,对管坯出口温度的预测和控制一直是工业领域的难题,也是影响无缝管质量的主要因素。在主成分分析法的基础上,提出了TLPCR法,并利用该方法建立了预测管坯最终温度的模型。最后,结合宝钢的实际生产数据对模型进行了验证。通过校核和误差分析表明,模型的预测误差能够满足工业应用的精度要求。
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