Naren Arley Mantilla Ramírez
Doctoral Student
Clustering for flexibility markets
Develops an adaptive clustering algorithm for flexibility providers, seen from the market operator's side: forming aggregates whose response stays dependable despite heterogeneous resources. Publications in 2024 cover synthetic residential consumption datasets and thermal storage sizing.
Research project
Transactive management of flexibility markets through hierarchical clustering
Large-scale transactive flexibility management method based on hierarchical spectral clustering of flexibility providers.
Learn more →Publications (2)
- A market-clearing mechanism based on hierarchical-spectral clustering with multiple similarity measures for flexibility spot markets — Sustainable Energy, Grids and Networks Journal
- Clustering Alternatives in Market-Clearing for Transactive Energy Flexibility Spot Markets — 2024 International Conference on Smart Energy Systems and Technologies (SEST) Conference