4 citations · 7 across the 5 of their papers we have counts for
5 papers
Strategic Planning of Carbon-Neutral Heating Demand Coverage Under Uncertainty in a Coupled Multi-Energy Grid
Marwan Mostafa, Davood Babazadeh, Christian Becker
Integrating the gas and district heating with the electrical grid in a multi-energy grid has been shown to provide flexibility and prevent bottlenecks in the operation of electrica…
Towards a more comprehensive open-source model for interdisciplinary smart integrated energy systems
Béla Wiegel, Tom Steffen, Davood Babazadeh +1
The energy transition has recently experienced a further acceleration. In order to make the integration of renewable energies as cost-effective, secure and sustainable as possible…
Optimized utilization of decentral flexibility for the operational management of cellular multi-modal distribution grids
Béla Wiegel, Lando Helmrich von Elgott, Davood Babazadeh +1
Future energy systems rely mostly on supply-dependent resources like wind and solar energy. Since most of the produced energy from distributed renewable sources arises as electrici…
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…
Bayesian Physics-Informed Neural Networks for Robust System Identification of Power Systems
Simon Stock, Jochen Stiasny, Davood Babazadeh +2
This paper introduces for the first time, to the best of our knowledge, the Bayesian Physics-Informed Neural Networks for applications in power systems. Bayesian Physics-Informed N…