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AI Inspection · Utilities & Energy

Solar-Panel Soiling Detection

PacketDCS AI vision detects dirt and soiling on solar panels so cleaning is scheduled only when it pays back in yield.
Delivered project

Challenge

The problem on the line

Soiling quietly erodes generation; blanket cleaning schedules waste money while dirty arrays lose output.

Solution

  • AI vision analyses panel imagery for soiling
  • Soiling severity scoring per array
  • Cleaning prioritised by yield impact
  • Results into the monitoring dashboard

What we deployed

  • AI soiling-detection model
  • Panel imagery capture
  • Per-array soiling scoring
  • Cleaning-prioritisation dashboard

Outcomes

Targetedcleaning
Recoveredgeneration
Data-drivenschedule