Home > News > EcoCore Introduces AI-Powered Filter Life Prediction Platform ‘FilterSight’
Categories
Categories
EcoCore Introduces AI-Powered Filter Life Prediction Platform ‘FilterSight’
Cloud-based SaaS tool uses IoT sensor data and machine learning to forecast optimal cartridge replacement timing—cutting downtime and over-maintenance by up to 35%.
May 22nd,20260 Views
FilterSight integrates with leading industrial vacuum OEMs (including Nilfisk, Festo, and Exair) via OPC UA and Modbus protocols. Trained on 2.1 million operational hours of filter performance data, its algorithm analyzes differential pressure spikes, airflow decay curves, and ambient humidity to predict remaining useful life within ±3.2 hours. Early adopters report 28% fewer emergency replacements and 19% lower total cost of ownership (TCO) per filter cycle—accelerating ROI on smart maintenance programs.
