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APPARATUS AND METHOD OF PREDICTING POWER ENERGY BY COIL UNIT USING MULTIVARIATE LINEAR REGRESSION ANALYSIS, AND COMPUTER READABLE MEDIUM

机译:利用多元线性回归分析和计算机可读介质通过线圈单元预测电能的装置和方法

摘要

An apparatus, a method, and a computer-readable recording medium are provided for estimating the amount of power in coil units using multivariate linear regression analysis. The device for predicting power in units of coils using multivariate linear regression analysis includes a data collection unit that collects power consumption of a rolling process facility in units of coils, and at least two independent variables that affect power consumption with the collected power consumption as dependent variables. A model generation unit that generates a multivariate linear regression model consisting of, and a power consumption prediction unit that predicts the power consumption of each coil by substituting corresponding values included in the production schedule to two or more independent variables of the multivariate linear regression model. have.
机译:提供了一种用于使用多元线性回归分析来估计线圈单元中的功率量的装置,方法和计算机可读记录介质。使用多元线性回归分析以线圈为单位预测功率的装置包括数据收集单元,该数据收集单元以线圈为单位收集轧制工艺设备的功耗,以及至少两个独立变量,这些变量影响功耗,并且所收集的功耗为从属变量。变量。模型生成单元生成由以下各项组成的多元线性回归模型,以及通过将生产进度表中包括的对应值代入多元线性回归模型的两个或多个自变量来预测每个线圈的功耗的功耗预测单元。有。

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