Project Background

The Mission:

Uptime set out to create a machine learning algorithm to classify and predict the remaining lifespans of CNC bits. Using machine learning programs to digest the data collected to then give precise and accurate estimates on the parts, being able to tell how certain processes or materials could further degrade or extend lifespan as well. The purpose of this program would be to allow for accurate predictions of needed maintenance before the problem occurs, removing maintenance downtime. Uptime created a variety of programs to achieve this going through several algorithms and iterations, all in the hopes of creating maintenance Uptime