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Case study of a chemical manufacturing company
where faults were accurately diagnosed automatically,
even in areas beyond human capability.

  • Chemical
  • ExRBM

Challenge

Due to the large size of the facility and the extensive number of machines, the maintenance team faces challenges in facility management because of insufficient personnel. Hoping to address this issue, there was a desire to introduce an automated diagnostic solution, as there was a lack of data analysis experts.

Project

  • Applied Machines: Gas Compressor, Extruder, Feed Pump, etc.
  • Automatic diagnosis of bearing faults in the Reactor Pump and partial rubbing faults in the Motor.

Result

  • Accurately diagnosed machine faults that were not detected by human inspection.
  • ExRBM increased accuracy and enabled professional diagnosis in situations where specialized personnel were lacking.
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