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Earth Energy Log

Solar panel cleaning robotics: utility-scale adoption hits inflection in 2026

Robotic cleaning systems for utility-scale solar have reached 8 GW under contract globally by Q1 2026. Water-free dry cleaning robots dominate in MENA and Rajasthan; water-based systems remain common where soiling and water both abundant. Per-MW operating cost has dropped 40% over three years.

By Priya Sharma··2 min read

In 50 words: Robotic cleaning systems for utility-scale solar reached 8 GW under contract globally by Q1 2026. Water-free dry robots dominate MENA and Rajasthan; water-based systems remain common where both soiling and water are abundant. Per-MW operating cost has dropped 40% over three years.

The market shape

Robotic cleaning under contract by region (Q1 2026):

  • MENA: 4.5 GW
  • India (Rajasthan, Gujarat): 1.8 GW
  • Australia: 0.6 GW
  • US (Southwest): 0.5 GW
  • Latin America: 0.4 GW
  • Others: 0.2 GW

Leading vendors: Ecoppia (Israel-based, dry technology dominant in MENA + India), SunBrush Mobil, NOMADD, Solar Cleano.

Why robotics, why now

Three drivers:

  1. Water scarcity in best solar regions. MENA and Rajasthan have abundant sun and minimal water. Dry robotic cleaning eliminates the operational water dependency.
  2. Cost compression. Per-MW annual robotic cleaning costs dropped from $4,000 in 2022 to $2,400 in 2026, while manual+water cleaning rose with labour and water costs.
  3. Soiling-loss data. Better instrumented plants can quantify soiling losses — typically 3–8% annual generation loss without regular cleaning — making the cleaning ROI case explicit.

The technology choices

Dry cleaning robots:

  • Soft microfiber rotating brushes
  • Solar-powered, autonomous
  • Suited for low-vibration environments (most fixed-tilt and standard trackers)
  • 1.5–3 minutes per module string

Water-based systems:

  • Spray + brush combination
  • Higher water consumption but more effective on heavy soiling
  • Still preferred where deicing required (winter cleaning)

Indian market

Rajasthan and Gujarat utility-scale projects increasingly specify robotic cleaning at procurement. The capex add for built-in robotic cleaning is now well below the saved operational cost over a typical 5-year cleaning cost horizon.

What to watch next

Tracker-integrated robotic cleaning — where the cleaning system rides on the tracker structure — is in commercial trials with Nextracker and Array Technologies. If proven at scale by H2 2026, it could become a standard tracker option rather than separate procurement.


Researched and drafted with AI assistance; reviewed and edited by the named editor within 24 hours of draft.

Sources