Heat treatment control technology of high-strength steel gears based on support vector machine.

ABSTRACT: In the actual production process of gears often because of the selection of heat treatment parameters is unreasonable and can not accurately achieve the small deformation, high precision, less grinding machining allowance heat treatment sample requirements, there are uneven distribution of carburized layer, surface hardness, hardness of the heart can not meet the requirements of the indicators. At the present stage, the method of multi-parameter multi-level combination test block trial production is often used, but its production cycle is long, and the waste of human and material resources is serious. In this study, with the help of machine learning, a support vector machine prediction model of gear tissue distribution is constructed based on heat treatment parameters, and the radial basis

SUBMITTER: Wang Y 

PROVIDER: S-EPMC11880393 | biostudies-literature | 2025 Mar

REPOSITORIES: biostudies-literature