Power consumption forecasting method for rolled pieces of multiple specifications in hot rolling and finish rolling process of strip steel

Abstract

The invention provides a power consumption forecasting method for rolled pieces of multiple specifications in the hot rolling and finish rolling process of strip steel. The power consumption forecasting method comprises the steps of S1, metering power consumption in the finish rolling process through a power consumption metering instrument of a finish rolling segment to obtain the power consumption value of the finish rolling segment; S2, analyzing influence factors related to the power consumption of the rolling pieces through principal component analysis, and simplifying input parameters ofa prediction model; reducing the input data dimensionality to principal component space, and representing the main change information of the power consumption through extraction of the features of theprincipal component space; performing training and establishment of power consumption prediction model for the rolling pieces of multiple specifications according to the finish rolling power consumption data and the specification data after principal component analysis; and S3, finally achieving the power consumption predicted value of the finish rolling segment of a certain type of steel under the conditions of setting different working parameters. According to the method, the power consumption predicted value of a certain type of steel under the conditions of different set working parameters is obtained through the prediction model, and compared and analyzed, and the phenomenon that the power consumption is out of limits is avoided effectively; and the guiding significance is provided for optimization of technological parameters.

Description

technical field [0001] The invention relates to the technical field of power consumption forecasting in industrial production, in particular to a method for forecasting power consumption of multi-standard rolling pieces during the hot rolling and finishing rolling process of strip steel. Background technique [0002] The development of intelligent manufacturing is currently the focus of accelerating the transformation and upgrading of the steel industry. To improve the core competitiveness of my country's steel industry, it is necessary to increase the intensity and depth of technological innovation, while continuing to promote energy conservation and emission reduction. In iron and steel production, energy consumption accounts for about 20%-40% of the cost of iron and steel. The consumption monitoring and management of energy media is an important part of the energy planning of iron and steel enterprises. From the current energy statistics, the energy consumption of iron and...

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Problems solved by technology

[0004] In order to solve the above problems, the purpose of the present invention is to provide a strip steel that solves the problem of power consumption in the finishing rolling stage of a certain steel ty

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