Data-driven Modeling and Simulation of Electroslag Remelting with Vibrating Electrode

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Data-driven Modeling and Simulation of Electroslag Remelting with Vibrating Electrode
Vol. 35, Issue 5, Pages: 474-476(2015)
Published： 2015 ，
DOI： 10.15980/j.tzzz.2015.05.008

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[1]宗学军,刘畅,杨忠君,陈瑞,宋照伟.振动电极电渣重熔过程建模与仿真[J].特种铸造及有色合金,2015,35(05):474-476.

Zong Xuejun, Liu Chang, Yang Zhongjun, et al. Data-driven Modeling and Simulation of Electroslag Remelting with Vibrating Electrode. [J]. Special Casting & Nonferrous Alloys 35(5):474-476(2015)
[1]宗学军,刘畅,杨忠君,陈瑞,宋照伟.振动电极电渣重熔过程建模与仿真[J].特种铸造及有色合金,2015,35(05):474-476. DOI： 10.15980/j.tzzz.2015.05.008.

Zong Xuejun, Liu Chang, Yang Zhongjun, et al. Data-driven Modeling and Simulation of Electroslag Remelting with Vibrating Electrode. [J]. Special Casting & Nonferrous Alloys 35(5):474-476(2015) DOI： 10.15980/j.tzzz.2015.05.008.

针对电渣重熔生产过程的高能耗问题

在传统电渣重熔系统的基础上

提出了振动电极电渣重熔方法以提高熔化效率。并以振动电极电渣重熔方法的试验数据为基础

建立了基于数据驱动的样条变换非线性偏最小二乘回归数学模型。通过Matlab仿真和试验结果分析

与无振动情况相比

该方法能有效地提高熔化效率

同时验证了该模型的有效性。

Aiming at the high energy consumption of traditional production process of ESR system

vibrating electrode remelting method was proposed to improve the melting rate.Based on the experimental data of vibrating electrode method

a model was built up on the basis of a theoretical research of partial least-squares regression spline transformation.Compared with no vibration

the simulation result reveals that the method can improve effectively the melting rate

and prove the validity of the model.

电渣重熔振动电极样条变换偏最小二乘

Electroslag RemeltingVibrating ElectrodeSpline TransformationPartial Least Squares

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