InTowards AIbyBuse Kaylan·3d agoFrom 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·3d agoFrom 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·6d agoHow 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 icon1A 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.
Eastern Peak·Oct 15Manufacturing Software Development: A Guide to Building Custom SolutionsA guide to manufacturing software development. See which systems plants run, from ERP to SCADA, and what it takes to build a custom one.
Timecho·Oct 15TimechoDB Cloud: A Simpler Way to Deploy and Use a Time-Series DatabaseIndustrial equipment generates data continuously. Measurements such as temperature, pressure, vibration, current, rotational speed, and…
InTowards AIbyBuse Kaylan·Oct 13Building a Virtual Factory: A Reproducible Testbed for Industrial Data | UNS to Lakehouse — Part 2You can’t benchmark a factory you don’t have. And even if you have one, you can’t ask it to break down on Tuesday at 10:20, lose its…A response icon1A response icon1
Timecho·Oct 13Apache IoTDB: Designing for Multi‑Frequency Time‑Series Data in Industrial IoTA vibration sensor, a temperature probe, and a power meter may monitor the same machine, but they do not experience time in the same way.
InTowards AIbyBuse Kaylan·Oct 9The Missing Link in Factory Data: Why a Unified Namespace Isn’t Enough | UNS to Lakehouse — Part 1A modern bottling line can produce millions of sensor readings a day. So why is it still so hard to answer a simple question like “Why did…
Nayantara P S·Sep 24The Role of Human Judgment in AI-Powered WorkflowsAI can process information faster than people. It can identify patterns, summarize large amounts of data, classify requests, and generate…
