scholarly journals Artificial Intelligence for Photovoltaic Systems

Author(s):  
Rami Ghannam ◽  
Paulo Valente Klaine ◽  
Muhammad Imran
2020 ◽  
Vol 12 (24) ◽  
pp. 10598
Author(s):  
Duberney Murillo-Yarce ◽  
José Alarcón-Alarcón ◽  
Marco Rivera ◽  
Carlos Restrepo ◽  
Javier Muñoz ◽  
...  

Complex control structures are required for the operation of photovoltaic electrical energy systems. In this paper, a general review of the controllers used for photovoltaic systems is presented. This review is based on the most recent papers presented in the literature. The control architectures considered are complex hybrid systems that combine classical and modern techniques, such as artificial intelligence and statistical models. The main contribution of this paper is the synthesis of a generalized control structure and the identification of the latest trends. The main findings are summarized in the development of increasingly robust controllers for operation with improved efficiency, power quality, stability, safety, and economics.


Energies ◽  
2021 ◽  
Vol 14 (15) ◽  
pp. 4690
Author(s):  
Varaha Satra Bharath Kurukuru ◽  
Ahteshamul Haque ◽  
Mohammed Ali Khan ◽  
Subham Sahoo ◽  
Azra Malik ◽  
...  

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.


2021 ◽  
pp. 68-72
Author(s):  
Koothupalakkal ◽  
Viswambaran ◽  
Vidhya ◽  
Akram Bati ◽  
Erping Zhou

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