Articles cover machine data collection, OEE, machine monitoring, downtime reduction, retrofit sensor technology, machine data acquisition without PLC access and the use of AI sensors in industrial production. The Machine Data Blog focus is on real production problems: unplanned downtime, idle time, missing real-time data, unclear machine utilization and the gap between production planning and shopfloor reality.