STC Short-Circuit Current Prediction and I-V Simulation of Colored BIPV Modules With Machine Learning and One-Diode Equivalent Circuit Models

• Main Authors: Saw, Min Hsian, Pravettoni, Mauro, Birgersson, Erik
• Other Authors: SOLAR ENERGY RESEARCH INST OF S'PORE
• Format: Article
• Language: English
• Published: IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC 2022
• Subjects: Science & Technology; Technology; Physical Sciences; Energy & Fuels; Materials Science, Multidisciplinary; Physics, Applied; Materials Science; Physics; Building-integrated photovoltaics (BIPV); colored photovoltaics (PV); equivalent circuit model; I-V performance; machine learning (ML); RGB color value; ENERGY-CONSUMPTION; BUILDINGS
• Online Access: https://scholarbank.nus.edu.sg/handle/10635/235257
• Institution: National University of Singapore

10.1109/JPHOTOV.2022.3195693