Process / pipelineEmpirical modeling
Taylor Tool Life
Taylor's tool life equation is an empirical relationship predicting how long a cutting tool remains usable before dulling or breaking, expressed as a function of cutting speed, feed rate, and depth of cut. Formulated by Frederick Winslow Taylor in 1907 from systematic experiments on metal cutting, this method provides a practical framework for optimizing machining operations by balancing productivity against tool wear and cost.
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Sources
- Taylor, F. W. (1907). On the art of cutting metals. Transactions of the American Society of Mechanical Engineers, 28, 31-350. link ↗
- Elbestawi, M. A., Papazafiriou, T., & Du, R. (1994). In-process detection of tool wear in milling using cutting force signature. International Journal of Machine Tools and Manufacture, 34(4), 555-566. DOI: 10.1016/0890-6955(94)90072-8 ↗
- Karpuschewski, B., Wehmeyer, K., & Schmidt, K. (2008). Advances in precision grinding and polishing processes. CIRP Annals, 57(2), 621-642. DOI: 10.1016/j.cirp.2008.09.007 ↗