Method and system for optimizing technological parameters of aluminum-zirconium-carbon sliding plate and electronic equipment

Abstract

The invention relates to the field of intelligent manufacturing design, and particularly discloses a technological parameter optimization method and system for an aluminum-zirconium-carbon sliding plate and electronic equipment. According to the method, a context-based encoder model is adopted to carry out context encoding on physical performance parameters of the aluminum-zirconium-carbon slide plate prepared after a certain component in a preparation formula of the aluminum-zirconium-carbon slide plate is changed so as to obtain global physical parameter associated information, and distribution of data in a high-dimensional feature space is further corrected by utilizing a Gaussian density map; in this way, the parametric feature vectors are properly fused, so that the feature distributions can converge on the profile relative to each other. Meanwhile, on this basis, an image of a microstructure is introduced as a medium to improve the incidence relation among the parameters, and the accuracy of a decoding regression result is higher based on responsiveness estimation of a Gaussian density map, so that the optimal granularity and the optimal content of the silicon powder are determined through an artificial intelligence algorithm, and the accuracy of the decoding regression result is improved. Therefore, the finally sintered aluminum-zirconium-carbon material has better physical and chemical properties.

Description

technical field [0001] The present invention relates to the technical field of inlaying aluminum-zirconium-carbon sliding boards, and more specifically, relates to a process parameter optimization method, system and electronic equipment for aluminum-zirconium-carbon sliding boards. Background technique [0002] In the process of modern iron and steel smelting, especially with the development of fast and efficient continuous casting and secondary refining technology and process, the sliding nozzle system becomes more and more important and becomes an indispensable part of smelting. The sliding nozzle system is the molten steel control device in the casting process of the continuous casting machine, which can accurately adjust the flow of molten steel from the ladle to the tundish, and from the tundish to the mold, so as to balance the inflow and outflow of molten steel, thus making the continuous casting operation easier control. [0003] The slide plate is the most importan...

AI Technical Summary

Problems solved by technology

[0008] The traditional method is based on experiments to determine the optimal ratio of each component in the formulation of aluminum-zirconium-carbon slides, but on the one hand, traditional experiments use the control variable method, which ignores the relationship between the components. relevance

At the same time, considering the cost of the experiment, the number of experiments is limited, it can only vaguely draw some rules, and it cannot accurately deduce the optimal ratio of each component

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