This document presents a review study on the finite element analysis of single-point cutting tools, examining the influence of cutting speed, feed rate, and depth of cut on tool-chip interface temperatures in machining operations. It discusses various analyses and models compared to experimental temperature measurements, highlighting the effectiveness of finite element methods in understanding machining processes. The findings underscore the importance of optimizing cutting parameters to improve machining efficiency and tool longevity.