We are often asked to explain the difference between Condition-Based Maintenance and Predictive …
Predicting Machinery Breakdown on a Water Pump (Part 2)
In this blog post, we will talk about how we can use an unsupervised learning algorithm to start …
Predicting Machinery Breakdown on a Water Pump
In this blog post, we will use data from 51 sensors to predict the probability of a future breakdown …
Is it worth reducing unplanned downtime with machine learning?
Unplanned downtime is costly in many aspects within manufacturing. It reduces delivery capability, …
Predicting Hard Drive Failure with Machine Learning
One of the top applications of artificial intelligence and machine learning is predictive …