An ML-Enhanced Digital Twin Model of Photovoltaic Inverter for Estimating Component Degradation Conference

Roy, Sukanta, Sarwat, Arif, Behnamfar, Milad et al. (2024). An ML-Enhanced Digital Twin Model of Photovoltaic Inverter for Estimating Component Degradation . 2011 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 1610-1617. 10.1109/ECCE55643.2024.10861035

cited authors

  • Roy, Sukanta; Sarwat, Arif; Behnamfar, Milad; Debnath, Anjan; Tariq, Mohd; McCluskey, Patrick

authors

date/time interval

  • October 20, 2024 -

publication date

  • January 1, 2024

published in

keywords

  • CONVERTER
  • Digital Twin
  • Energy & Fuels
  • Engineering
  • Engineering, Electrical & Electronic
  • Engineering, Mechanical
  • Filter degradation
  • Machine Learning
  • PV Inverter
  • Parasitic Resistance
  • Particle swarm optimization (PSO)
  • Random Forest
  • Science & Technology
  • Technology

Location

  • AZ, Phoenix

Digital Object Identifier (DOI)

International Standard Book Number (ISBN) 13

Conference

  • 2024 Energy Conversion Congress and Exposition

publisher

  • IEEE

start page

  • 1610

end page

  • 1617