An interpretable probabilistic model for short-term solar power forecasting using natural gradient boosting
Author:
Publisher
Elsevier BV
Subject
Management, Monitoring, Policy and Law,Mechanical Engineering,General Energy,Building and Construction
Reference75 articles.
1. A review and evaluation of the state-of-the-art in PV solar power forecasting: Techniques and optimization;Ahmed;Renew Sustain Energy Rev,2020
2. Stability definitions and characterization of dynamic behavior in systems with high penetration of power electronic interfaced technologies;Hatziargyriou,2020
3. Probabilistic forecasting of solar power, electricity consumption and net load: Investigating the effect of seasons, aggregation and penetration on prediction intervals;Van der Meer;Sol Energy,2018
4. A review of deep learning for renewable energy forecasting;Wang;Energy Convers Manage,2019
5. Forecasting of photovoltaic power generation and model optimization: A review;Das;Renew Sustain Energy Rev,2018
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