Benchmark Comparison of Analytical, Data-Based and Hybrid Models for Multi-Step Short-Term Photovoltaic Power Generation Forecasting

Benchmark Comparison of Analytical, Data-Based and Hybrid Models for Multi-Step Short-Term Photovoltaic Power Generation Forecasting

Accurately forecasting power generation in photovoltaic (PV) installations is a challenging task, due to the volatile and highly intermittent nature of solar-based renewable energy sources. In recent years, several PV power generation forecasting models have been proposed in the relevant literature....

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Bibliographic Details
Main Authors: Athanasios I. Salamanis, Georgia Xanthopoulou, Napoleon Bezas, Christos Timplalexis, Angelina D. Bintoudi, Lampros Zyglakis, Apostolos C. Tsolakis, Dimosthenis Ioannidis, Dionysios Kehagias, Dimitrios Tzovaras
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Energies
Subjects:
power forecasting
photovoltaic systems
analytical models
data-based models
hybrid models
benchmarking
Online Access:https://www.mdpi.com/1996-1073/13/22/5978

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