... from measuring stations in Hong Kong. The artificial neural network (ANN), support vector machines (SVM), and empirical correlations were proposed for modeling K vg . Machine learning (ML) models like ANN and SVM were used because they offer more accurate daylight predictions and ease in explaining...

... Offline Method for Extracting I-V Characteristic Curve for Photovoltaic Modules Using Artificial Neural Networks ,” Sol. Energy , 173 , pp. 462 – 469 . 10.1016/j.solener.2018.07.092 [4] Liu , L. , Liu , W. , Zhang , X. , and Ingenhoff , J. , 2018 , “ An Novel Explicit Model...

...-integrated photovoltaic thermal (BPV/T) unit. The unit provides preheating/precooling of outdoor air in cold/warm days and generates electricity throughout the year. The employed methods are artificial neural network (ANN), support vector machine network (SVMN), and fuzzy network (FN). These techniques...

...) and the perturb-and-observe (P&O). The second example is to combine two AI-based MPPT, which are the artificial neural network (ANN) and the fuzzy logic control (FLC). The simulation results of the application of the proposed algorithm to a grid-connected PV system model justify its capability to acquire...

..., especially its drastic increases and decreases, is critical to stabilize the network. In this research, a simple method utilizing artificial neural networks to predict large increases and decreases in global solar irradiance is developed. The red–blue ratio (RBR) values, which are extracted from a set...

... , D. K. , and Isha , I. , 2016 , “ Solar Power Forecasting: A Review ,” Int. J. Comput. Appl. , 145 ( 6 ), pp. 28 – 50 . [34] Mohandes , M. , Rehman , S. , and Halawani , T. O. , 1998 , “ Estimation of Global Solar Radiation Using Artificial Neural Networks ,” Renew...

... models were investigated in this study—the linear regression (LR), Angstrom–Prescott–Page (APP), and the artificial neural network (ANN) models. The mean global solar radiation coupled with the climate data (mean minimum and maximum temperatures, mean rainfall, mean evaporation, and sunshine fraction...