A Review of Solar Power Scenario Generation Methods with Focus on Weather Classifications, Temporal Horizons, and Deep Generative Models

A Review of Solar Power Scenario Generation Methods with Focus on Weather Classifications, Temporal Horizons, and Deep Generative Models

Scenario generation has attracted wide attention in recent years owing to the high penetration of uncertainty sources in modern power systems and the introduction of stochastic optimization for handling decision-making problems. These include unit commitment, optimal bidding, online supply–demand ma...

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Bibliographic Details
Main Authors: Markos A. Kousounadis-Knousen, Ioannis K. Bazionis, Athina P. Georgilaki, Francky Catthoor, Pavlos S. Georgilakis
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Energies
Subjects:
scenario generation
solar power generation
uncertainty
weather classification
stochastic optimization
deep generative models
Online Access:https://www.mdpi.com/1996-1073/16/15/5600

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https://www.mdpi.com/1996-1073/16/15/5600

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