HVAC PREDICTIVE MAINTENANCE

From reactive maintenance to predictive maintenance

Predictive maintenance on HVAC systems

Goal

Move from Reactive and/or Preventive Maintenance to Condition-based Maintenance and ultimately to Predictive Maintenance.

onsite HVAC data collection

Problem

Data produced by HVAC machines is mainly available on-site. Existing remote monitoring solutions require expensive setup costs and high recurring connectivity fees.

Raspberry Pi connected to HVAC system
Our solution
Approach
  • Collect and monitor data remotely through IoT sensors and nano-computers. Push it to a cloud based infrastructure.
  • Set up a dedicated monitoring dashboard.
  • Design and build a rule engine to trigger alarms based on thresholds.
  • Set up data cleansing and machine learning workflows.
Main benefits
  • Reduced life cycle costs
  • Improved client satisfaction
  • Reduced carbon footprint
Preventive maintenance

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