a closeup of a machines exterior with embedded smart sensors clearly visible contributing data to the digital twin for

closeup machines exterior embedded sensors contributing data digital twin performance tracking troubleshooting innovation connectivity realtime monitoring analytics predictive maintenance machine learning insights integration manufacturing business engineering automation environment factory concept industry control green technician system energy manufacture modern technology automated smart factories robotics digitalization iot internet things sustainable agile efficient robots datadriven systems energyefficient ai generated