Zheng-Guang Chen

A Photovoltaic Inverter Attenuation Prediction Method based on Computer Simulation and Transformer Algorithm

To address the difficulty of timely assessment of photovoltaic (PV) inverter degradation during power-station operation and maintenance, this paper proposes a degradation prediction method that combines mechanism-based simulation data generation with Transformer-based time-series forecasting. First, a PV inverter opera...