Use of control systems, robotics, and computer technologies to automate industrial processes and machinery, reducing manual intervention, improving consistency, increasing production speed, and enhancing safety in manufacturing and production environments.
How TPM 4.0 connects people, data, and technology to achieve world-class OEE optimization, drive lean maintenance, and transform equipment reliability. TL;DR Total Productive Maintenance (TPM) is evolving from a culture-driven approach to a digital performance system. By merging lean maintenance principles with real-time data and analytics, manufacturers can reach new levels of equipment effectiveness. This…
How to deploy machine learning models for equipment monitoring, calculate real ROI, and avoid the common pitfalls that cause 60% of predictive maintenance projects to fail in their first year. TL;DR Predictive maintenance using AI can reduce equipment downtime by 30-50% and cut maintenance costs by up to 40%, but only when implemented correctly. Most…