88 citations · 480 across the 47 of their papers we have counts for
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cs.LG2022★ 7 cited
Generating Contextual Load Profiles Using a Conditional Variational Autoencoder
Chenguang Wang, Simon H. Tindemans, Peter Palensky
Generating power system states that have similar distribution and dependency to the historical ones is essential for the tasks of system planning and security assessment, especiall…
stat.CO2022★ 8 cited
Multilevel Monte Carlo with Surrogate Models for Resource Adequacy Assessment
Ensieh Sharifnia, Simon Tindemans
Monte Carlo simulation is often used for the reliability assessment of power systems, but it converges slowly when the system is complex. Multilevel Monte Carlo (MLMC) can be appli…