Data-Driven Modeling for Photovoltaic Power Output of Small-Scale Distributed Plants at the 1-s Time Scale

• Published in: IEEE access Vol. 12; pp. 117560 - 117571
• Main Authors: Wei, Jia, Yang, Weijia, Li, Xudong, Wang, Junsong
• Format: Journal Article
• Language: English
• Published: IEEE 2024
• Subjects: Accuracy; Analytical models; Data models; data-driven; fluctuation characteristics; Fluctuations; hybrid energy system; Hybrid power systems; Photovoltaic; Photovoltaic systems; Power generation; Predictive models; second-time scale

Under the condition of a small time scale (e.g. second), distributed photovoltaic (PV) power generation output has the problems of strongly fluctuating and difficult to accurately simulate. It affects the control strategy and operation mode of hybrid energy systems. To address this problem, a data-d...