235 citations · 1.2k across the 37 of their papers we have counts for
37 papers
Towards Microgrid Resilience Enhancement via Mobile Power Sources and Repair Crews: A Multi-Agent Reinforcement Learning Approach
Yi Wang, Dawei Qiu, Fei Teng +1
Mobile power sources (MPSs) have been gradually deployed in microgrids as critical resources to coordinate with repair crews (RCs) towards resilience enhancement owing to their fle…
Cost Allocation for Inertia and Frequency Response Ancillary Services
Carlos Matamala, Luis Badesa, Rodrigo Moreno +1
The reduction in system inertia is creating an important market for frequency-containment Ancillary Services (AS) such as enhanced frequency response (e.g.,~provided by battery sto…
A Machine Learning-Enhanced Benders Decomposition Approach to Solve the Transmission Expansion Planning Problem under Uncertainty
Stefan Borozan, Spyros Giannelos, Paola Falugi +2
The necessary decarbonization efforts in energy sectors entail the integration of flexibility assets, as well as increased levels of uncertainty for the planning and operation of p…
Regularised Learning with Selected Physics for Power System Dynamics
Haiwei Xie, Federica Bellizio, Jochen L. Cremer +1
Due to the increasing system stability issues caused by the technological revolutions of power system equipment, the assessment of the dynamic security of the systems for changing…
Reinforcement Learning and Mixed-Integer Programming for Power Plant Scheduling in Low Carbon Systems: Comparison and Hybridisation
Cormac O'Malley, Patrick de Mars, Luis Badesa +1
Decarbonisation is driving dramatic growth in renewable power generation. This increases uncertainty in the load to be served by power plants and makes their efficient scheduling,…
Chance-constrained allocation of UFLS candidate feeders under high penetration of distributed generation
Luis Badesa, Cormac O'Malley, Maria Parajeles +1
Under-Frequency Load Shedding (UFLS) schemes are the last resort to contain a frequency drop in the grid by disconnecting part of the demand. The allocation methods for selecting f…