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Dynamic thermal error modelling and real-time compensation of high-speed electric spindle based on BKA optimised deep neural network

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Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science

Published online on

Abstract

Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science, Ahead of Print.
Thermal error is a critical factor limiting the machining precision of high-speed motorised spindles, posing an urgent demand for high-performance prediction models. To address the deficiencies of traditional methods in handling multi-heat-source coupling ...