Generating multivariate load states using a conditional variational autoencoder
Author:
Funder
China Scholarship Council
Publisher
Elsevier BV
Subject
Electrical and Electronic Engineering,Energy Engineering and Power Technology
Reference35 articles.
1. Quantifying the sensitivity of European power systems to energy scenarios and climate change projections;Bloomfield;Renew. Energy,2021
2. Operating in the fog: Security management under uncertainty;Panciatici;IEEE Power Energy Mag.,2012
3. Using vine copulas to generate representative system states for machine learning;Konstantelos;IEEE Trans. Power Syst.,2019
4. Load profile synthesis and wind-power-generation prediction for an isolated power system;Kang;IEEE Trans. Ind. Appl.,2007
5. A hidden Markov model based procedure for identifying household electric loads;Zia,2011
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