Machine Health Monitoring

Use Case


  • VFDs are popular to save energy costs but do experience failures adding risk to process uptime. 
  • Harmonic distortion from VFDs can disrupt nearby power circuits causing malfunctions or overheat scenarios in surrounding components.


Supported Industries:

  • Process Industry
  • Consumer Products & Retail
  • Energy & Utilities
  • Medical Devices & Pharmaceuticals

Transformation Results

  • VFD Power Analyzer feeds continuous data to MindSphere analytics which provides real time issue diagnosis and trending of KPIs.
  • Improved productivity and energy usage.
  • Predictive analytics allow for improved maintenance schedules for monitored and surrounding equipment.


  • Reduce unplanned downtime and stay on track with  production targets.
  • Improve maintenance schedule while reducing costs of maintenance related labor and manual inspections.

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