Establishment of predictive model for glass material properties and its predictive method and device

Abstract

The invention discloses a prediction model establishment, prediction method and device for the performance of glass materials. The method for establishing the prediction model includes: obtaining formula data and various performance data of glass materials to form a prediction database; screening training data from the prediction database, according to The training data is used to construct the prediction model and generate the prediction model. By implementing the invention, starting from prediction, a large number of experiments are predicted, which can effectively reduce the amount of experiments, reduce time costs, and increase the rate of research and development of new formulas. At the same time, through the establishment of the model, the ready-made production can be monitored in real time according to the model, and the accurate prediction model can be used to adjust the glass formula or the corresponding production process in real time according to the prediction curve, which is not only conducive to improving product production efficiency, but also conducive to precise control and improvement. Product pass rate.

Description

technical field [0001] The invention relates to the technical field of glass material detection, in particular to a method and device for establishing a prediction model for the performance of glass materials and for prediction. Background technique [0002] Glass and glass fiber materials are an indispensable and important member in the field of materials. With the development of science and technology, the scope of use of glass materials continues to expand, and its requirements for the comprehensive performance of glass materials are also getting higher and higher. However, in recent decades of research and development, glass and glass fiber materials have shown obvious barriers in the development of certain properties. According to the traditional glass research and development method, look up the data to find the law-experiment-verify the law-retest method, It has been difficult to break through the limitations and achieve results. And even if a breakthrough in perfor...

AI Technical Summary

Problems solved by technology

The embodiment of the present invention provides a prediction model establishment and prediction method and device for glass material properties, so as to solve the existing limitations and limited application range of the current detection method that can only detect a single glass system and single performance.

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