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A Stochastic Time-Series Model for Solar Irradiation

Larsson, Karl; Green, Rikard; Benth, Fred Espen - 2021

We propose a novel stochastic time series model able to explain the stylized features of daily irradation level data in 5 cities in Germany. The model is suitable for applications to risk management of photovoltaic power production in renewable energy markets. The suggested dynamics is a low...

Persistent link: https://www.econbiz.de/10013216970

Comparison of intraday probabilistic forecasting of solar irradiance using only endogenous data

David, Mathieu; Aguiar Luis, Mazorra; Lauret, Philippe - In: International journal of forecasting 34 (2018) 3, pp. 529-547

Persistent link: https://www.econbiz.de/10012031037

A semi-empirical approach using gradient boosting and kk-nearest neighbors regression for GEFCom2014 probabilistic solar power forecasting

Huang, Jing; Perry, Matthew - In: International journal of forecasting 32 (2016) 3, pp. 1081-1086

Persistent link: https://www.econbiz.de/10011622043

A stochastic time-series model for solar irradiation

Larsson, Karl; Green, Rikard; Benth, Fred Espen - In: Energy economics 117 (2023), pp. 1-16

Persistent link: https://www.econbiz.de/10014437109

Modeling and Forecasting Wholesale Electricity Prices under Consideration of Wind and Solar Power.

Paulsen, Thomas - 2018 - 1st ed.

Intro -- 1. Introduction -- 2. The German Electricity Market -- 3. Forecasting Performance of -- 4. Forecasting Performance of Time Series Models: Empirical Study -- 5. The Effect of Wind and Solar Power on Electricity Prices -- 6. Conclusion.