Real-time estimation of cutting forces via physics-inspired data-driven model
نویسندگان
چکیده
A method is presented to estimate the cutting forces in real time within machine tools for any spindle speed, force profile, tool type, and conditions. Before cutting, a metrology suite instrumented holder are used induce magnetic during rotation, while on-machine vibrations, forces, error motions measured various combinations of speeds forces. physics-inspired data-driven model then relates accelerations such that vibrations time.
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ژورنال
عنوان ژورنال: CIRP Annals
سال: 2022
ISSN: ['1660-2773', '0007-8506', '1726-0604']
DOI: https://doi.org/10.1016/j.cirp.2022.04.071