Innovative dust detection and efficient cleaning of PV Panels: A CNN‑RF approach using I–V curve data transformed into RGB mosaics

  • Safia Babikir Bashir
  • , Mena Maurice Farag
  • , Abdul Kadir Hamid
  • , Ali A. Adam
  • , Ramesh C. Bansal
  • , Nsilulu T. Mbungu
  • , A. Elnady
  • , Ahmed G. Abo-Khalil
  • , Mousa Hussein

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number101079
JournalEnergy Conversion and Management: X
Volume27
DOIs
StatePublished - Jul 2025
Externally publishedYes

ASJC Scopus Subject Areas

  • Renewable Energy, Sustainability and the Environment
  • Nuclear Energy and Engineering
  • Fuel Technology
  • Energy Engineering and Power Technology

Keywords

  • Automated Cleaning
  • Convolutional Neural Networks
  • Dust Detection
  • Machine Learning
  • Photovoltaics

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