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AI Industrial Analytics Blog

This is the place to gain the crucial knowledge you need to turn your industrial company into a smart operation, predict upcoming machine failures, increase production up-time, and save tens of millions of dollars a year.

All of that is possible thanks to Industry 4.0 – the fourth industrial revolution.

In this blog, we’ll cover anything from Industry 4.0 developments to practical tips to help you manage your operation more efficiently and profitably in this new, exciting environment.

This repository will become a valuable toolkit to help you turn your machine fleets and production lines into modern, efficient and smoothly running operations.

Feature Article

Cloud versus On-Premise for Industrial Analytics
Consideration of cloud versus on premises deployment of Machine Learning for PdM. Read more.
How to Select an IIoT Platform? GE Predix versus Siemens MindSphere
What to look for in an IIoT Predictive Maintenance Platform? We compare GE Predix versus Siemens MindSphere from a pro's
Read more.
Top Industrial IoT Vendors You Should Know
There are the large number of solutions providers in the Industrial IoT category and buyers struggle to find information on
Read more.
Will IIoT Result in a Shift from Downtime Dollar Savings to Uptime Revenue Generation
How does Machine Learning Predictive Maintenance impact factory asset downtime dollars cost savings, uptime revenue and process reliability?
Read more.
Avoiding the Dotcom Bubble: ROI versus TCO in the Era of the Smart Factory
Reading through analyst reports, one may be tempted to compare the hype generated by Industry 4.0 with the dotcom bubble we have experienced two decades Read more.
Industrial analytics for predictive asset maintenance
How will asset management change in the Smart Factory era?
It sometimes seems that the exuberance for the Smart Factory has overshadowed the reality on the factory floor. If you are to believe the analysts, Read more.
Is the Pulp and Paper Industry Ready for Machine Learning for Asset Maintenance?
To read Eitan Vesely’s post in Pulp and Paper Technology, please visit: :   Read more.
The Role of Automated Machine Learning in the Smart Factory
Gartner has indicated that AI and Advanced Machine Learning is the top technology trend for 2017. As the field of Industrial Analytics becomes more prevalent, Read more.
Failure Prediction under Big Data Constraints: How to Handle Imbalance Classes
As Big Data is applied operationally to the Smart Factory, one unique challenge that is faced is Imbalance Classes. In the discipline of Automated Machine Read more.