In this blog post, we will talk about how we can use an unsupervised learning algorithm to start creating value as fast as possible.
In this blog post, we will use data from 51 sensors to predict the probability of a future breakdown on a water pump.
Unplanned downtime is costly in many aspects within manufacturing. It reduces delivery capability, customer satisfaction, and increases overall costs. So which maintenance approach should we use to reduce the frequency of downtime?