In this blog post, we will talk about the benefits of using Remaining Useful Life predictions as a …
Different approaches towards predictive maintenance
In this blog post we will go through the different approaches to predictive maintenance. Right data …
Is it Worth Reducing Unplanned Downtime with Predictive Maintenance?
According to the Danish Maintenance Association (DDV), machinery maintenance is estimated to cost …
Condition-Based Maintenance vs Predictive Maintenance
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, …