
All the codes are writen in Python 3.6.1. The deep learning models are implemented using deep learning framework TensorFlow 2.4.1 and trained on GPU cluster, with.

AbbreviationSOC state of. SymbolsIph photo. . The energy crisis, environmental pollution and global warming are important issues for our world. In view of this, renewable energy (RE) sources, such as solar, wind, hydro and biomass ene. . 2.1. PV cells, modules, strings, arrays and plantAs illustrated in Fig. 1, the basic unit of a PV system is the PV cell. Dozens of PV cells are intercon. . The most important factor affecting the accuracy of PV system simulation is the modeling of the PV cell. Based on the above literature review of PV modeling, it can be conclude. . 4.1. PV plant and PV module in this case studyThe proposed model and determination method was implemented in a case study on a standalone.