
Monitor temperature changes in equipment.
Rotating machinery, electrical installations, furnaces
Thermal camera
Monitor vibration patterns in equipment.
Rotating machinery – e.g. pumps, compressors, and motors
Accelerometer, piezoelectric sensor, laser
Monitor the chemical composition and structure of materials.
Material streams – raw material and end product
Hyperspectral camera