Uplifting the complexity of analysis for probabilistic security of electricity supply assessments using artificial neural networks

The energy sector faces rapid decarbonisation and decision-makers demand reliable assessments of the security of electricity supply. For this, detailed simulation models with a high temporal and technological resolution are required. When confronted with increasing weather-dependent renewable energy...

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Principais autores:	Justin Münch, Jan Priesmann, Marius Reich, Marius Tillmanns, Aaron Praktiknjo, Mario Adam
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2024-09-01
coleção:	Energy and AI
Assuntos:	Security of electricity supply Probabilistic simulation Metamodeling Artificial neural networks Regression
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S2666546824000673
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