4 citations · 5 across the 4 of their papers we have counts for
4 papers
Optimization of Packed-Bed Energy Storage Systems Based on a Second Law Analysis
Y. Jin, E. Makhova, A. Speerforck
Packed-bed sensible heat storage (SHS) is important for balancing energy supply and demand over time. To improve the efficiency of a packed-bed SHS system through second law analys…
Model Predictive Control of Thermo-Hydraulic Systems Using Primal Decomposition
Jonathan Vieth, Annika Eichler, Arne Speerforck
Decarbonizing the global energy supply requires more efficient heating and cooling systems. Model predictive control enhances the operation of cooling and heating systems but depen…
Balanced Neural ODEs: nonlinear model order reduction and Koopman operator approximations
Julius Aka, Johannes Brunnemann, Jörg Eiden +2
Variational Autoencoders (VAEs) are a powerful framework for learning latent representations of reduced dimensionality, while Neural ODEs excel in learning transient system dynamic…
Integrated Planning of Multi-energy Grids: Concepts and Challenges
Marwan Mostafa, Daniela Vorwerk, Johannes Heise +7
In order to meet ever-stricter climate targets and achieve the eventual decarbonization of the energy supply of German industrial metropolises, the focus is on gradually phasing ou…