Daniel Lagowski·5d agoSmall Neural Networks on the Factory Floor: Edge AI for Industrial MonitoringRecently I found a paper by Sivasankaran et al. on running deep learning directly on industrial devices instead of in the cloud. The full…
InTowards AIbyBuse Kaylan·Nov 6From 137 Bytes to 2.7: How Much Space Does Factory Data Really Take? UNS to Lakehouse — Part 3One day of a virtual bottling plant, stored eleven different ways. The winner is 51 times smaller than the raw messages, and two of the…
Sumandhara V K·Nov 6From a Stopped Belt to a Repair Order: Predictive Maintenance for a Steel Plant on SnowflakeHow we took machine data from the plant floor to Snowflake, predicted failures a day ahead, and told the maintenance team whether a repair…
InApp·Nov 4How Predictive Maintenance Software Helps Manufacturers Reduce Equipment DowntimeAn unexpected equipment failure can disrupt an entire production line. A faulty motor, overheating bearing, or failing pump can stop…A response icon1
Jack Q·Oct 23AI Vision Anti-Cheat for Unattended Truck Scales: Less Hardware, Same ControlWhy factories are dropping boom gates, PLC cabinets, and infrared gratings — and watching the deck with cameras instead.
