Vitrified Bond Abrasive Formula Design Decision System

Abstract

A vitrified bond abrasive formula design decision-making system, the GUI module is responsible for interacting with users, data preprocessing module, fuzzy neural network processing module and fuzzy neural network parameter learning module; the data preprocessing module mainly obtains the hardness parameter data of the GUI module And preprocess it, and output the nominal hardness information formed by the preprocessing to the fuzzy neural network processing module; the fuzzy neural network processing module obtains the nominal hardness, molding density and abrasive composition data of the ceramic abrasive tool, and performs the bonding agent and adhesive and wetting agent ratio parameters, and output the results of the decision processing to the fuzzy neural network parameter learning module and the GUI module. The output connection weight parameters in the output processing sub-module are trained. The invention improves the accuracy of the proportioning parameters of the constituent materials in the formula design process of the ceramic abrasive tool.

Description

technical field [0001] The invention relates to an information processing system in the field of abrasive tool manufacturing, in particular to a decision-making system for component material ratio parameters in the formula design process for the manufacture of vitrified bond abrasive tools (ceramic abrasive tools for short). Background technique [0002] Ceramic abrasive tools are a kind of grinding tool with clay, feldspar or other inorganic minerals as the main material as the binder. It forms a glass or ceramic binder after high-temperature roasting to bond the abrasive grains into a relatively High-strength abrasives. Ceramic grinding tools have good chemical stability, heat resistance and water resistance, and can be used for grinding under various coolant conditions. They have less wear, better self-sharpening, and are easy to obtain high dimensional and shape accuracy. They are widely used It is used in precision grinding and form grinding, as well as in the manufact...

AI Technical Summary

Problems solved by technology

However, this method does not take into account the influence of the interaction and mutual coupling relationship between the constituent materials in the formula on the final hardness of the ceramic abrasive, which will easily lead to excessive deviation of the ratio parameter values ​​of the various constituent materials of the ceramic abrasive, resulting in the The actual hardness accuracy of the tool is poor

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