Complex curved surface part self-adaptive grinding control system and method based on AI

By collecting and analyzing the grinding roughness and point cloud data of curved parts, and combining AI technology, the precise fit and intelligent control between the grinding tool and the surface of the curved parts are achieved, which solves the problem of low grinding quality in the existing technology and improves the grinding accuracy and reliability of complex curved parts.

CN120962544AInactive Publication Date: 2025-11-18BEIJING JIAYE YONGMAI TECH CO LTD
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Patent Information

Application Number
CN202510950752.2
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2025-07-10
Publication Date
2025-11-18
Estimated Expiration
Not applicable · inactive patent

AI Technical Summary

Technical Problem

Existing grinding systems for complex curved parts cannot achieve precise contact between the grinding tool and the surface of the curved parts, and cannot accurately control the grinding state based on the surface feature information of the curved parts, resulting in a decline in grinding quality.

Method used

By collecting the grinding roughness requirements of curved parts and the spatial point cloud data of surface grinding, AI technology is used to detect and control the precise fit between the grinding tool and the surface of the curved parts. Combined with the intelligent analysis and adjustment of grinding process parameters, the precise fit and intelligent control between the grinding tool and the surface of the curved parts are achieved.

Benefits of technology

It improves the precision and quality of grinding complex curved surface parts, achieves precise fit and intelligent detection between grinding tools and the surface of curved parts, reduces grinding errors, and improves the reliability and efficiency of grinding.

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Abstract

The invention relates to the technical field of part grinding control, and discloses an AI-based complex curved-surface part self-adaptive grinding control system and method, and the system comprises a curved-surface part grinding information collection module, a curved-surface part grinding fitting state control module and a curved-surface part grinding state control module; according to the physical feature information of the surface grinding point cloud position of the curved surface part, the grinding feature information of the surface grinding point cloud position of the curved surface part, an AI algorithm and scientifically preset grinding process parameters of the curved surface part, grinding process parameters at the surface grinding space point cloud position of the curved surface part are scientifically matched; the grinding control end is combined to autonomously and efficiently execute the grinding operation of the curved-surface part; the polishing pressure and the polishing rate technological parameters of the polishing position of the complex curved-surface part are controlled in a self-adaptive mode based on the roughness of the polishing position of the curved-surface part, the material type and the technical requirement information of the polishing roughness.
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