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Plastic deformation remains a critical tool deterioration mechanism that limits the performance of cemented carbide cutting tools in high-speed machining. Reliable detection and prediction of its onset are essential for optimizing tool performance and machining process stability. This paper, the first in a two-part study, presents a multi-sensor framework for detecting and predicting the onset of
