TY - JOUR
T1 - A Review on Artificial Intelligence Applications for Grid-Connected Solar Photovoltaic Systems
AU - Kurukuru, Varaha Satra Bharath
AU - Haque, Ahteshamul
AU - Khan, Mohammed Ali
AU - Sahoo, Subham
AU - Malik, Azra
AU - Blaabjerg, Frede
PY - 2021/8/2
Y1 - 2021/8/2
N2 - The use of artificial intelligence (AI) is increasing in various sectors of photovoltaic (PV) systems, due to the increasing computational power, tools and data generation. The currently employed methods for various functions of the solar PV industry related to design, forecasting, control, and maintenance have been found to deliver relatively inaccurate results. Further, the use of AI to perform these tasks achieved a higher degree of accuracy and precision and is now a highly interesting topic. In this context, this paper aims to investigate how AI techniques impact the PV value chain. The investigation consists of mapping the currently available AI technologies, identifying possible future uses of AI, and also quantifying their advantages and disadvantages in regard to the conventional mechanisms.
AB - The use of artificial intelligence (AI) is increasing in various sectors of photovoltaic (PV) systems, due to the increasing computational power, tools and data generation. The currently employed methods for various functions of the solar PV industry related to design, forecasting, control, and maintenance have been found to deliver relatively inaccurate results. Further, the use of AI to perform these tasks achieved a higher degree of accuracy and precision and is now a highly interesting topic. In this context, this paper aims to investigate how AI techniques impact the PV value chain. The investigation consists of mapping the currently available AI technologies, identifying possible future uses of AI, and also quantifying their advantages and disadvantages in regard to the conventional mechanisms.
KW - artificial intelligence
KW - photovoltaic systems
KW - optimal sizing
KW - irradiance forecasting
KW - condition monitoring
KW - transition control
KW - reliability
UR - https://doi.org/10.3390/en14154690
U2 - 10.3390/en14154690
DO - 10.3390/en14154690
M3 - Article
JO - Energies
JF - Energies
ER -