Research
Publications and research themes
Peer-reviewed papers, deliverables and open datasets from a decade of work on power systems optimization, AI-based sector coupling and experimental validation, from doctoral research through current Horizon Europe projects.
View full profile on Google Scholar →Research themes
Distributed & heuristic optimization
Consensus-based scheduling, multi-agent coordination and cloud-fog architectures for power systems and microgrids operating under uncertainty.
AI-based sector coupling
Using AI and large language models to design, automate and evaluate experiments that couple electricity and district-heating systems.
Grid digitalization & smart-meter analytics
Data applications and analytics workflows over large-scale smart-meter datasets to support distribution-grid planning and flexibility assessment.
Experimental & laboratory validation
De-risking technology before go-live: reproducing real process behavior on scaled test setups and defining acceptance criteria for staged commissioning.
Publications & deliverables
2026
- 3PhaseInsight →
Use Cases for Data Apps and Data Pipelines
3PhaseInsight Deliverable D1.1
- 3PhaseInsight →
Opportunities for Three-Phase Data from Smart Meters and Exemplary Solutions
Deliverable D1.2
- 3PhaseInsight →
Data Specification
Deliverable D2.1
- 3PhaseInsight →
Data Infrastructure Description
Deliverable D2.2
- 3PhaseInsight →
Results of Data App on Data Sets
Deliverable D3.1
- 3PhaseInsight →
Description of Implemented Data App Algorithms
Deliverable D3.2
- 3PhaseInsight →
Results of Data Pipeline Applications Showcase
Deliverable D4.1
- Toward Reproducible and Automated Benchmarking on the Case of Renewable Energy CommunitiesStoRIES →
Open Source Modelling and Simulation of Energy Systems (OSMSES)
2025
- Benchmarking of Hybrid Thermal and Electrical Storage for Renewable Energy CommunitiesStoRIES →
Hybrid Energy Storage: Case Studies for the Energy Transition, Springer Nature (book chapter)
2024
- Rule-based Local Distribution Grid Design ToolGreenLab Grid Designer →
22nd Intl. Conf. on Intelligent Systems Applications to Power Systems (ISAP)
- GreenLab Grid Designer →
A Framework for Assessing the Participation of Aggregated Flexible Loads in Power Markets
IEEE PES Innovative Smart Grid Technologies (ISGT)
- Hybrid Energy Storage Renewable Energy Community — Reference CaseStoRIES →
StoRIES EU Project Deliverable
2023
- Distributed & Heuristic Optimization for Microgrid Operation and Dispatch →
- A multi-agent privacy-preserving energy management framework for renewable networked microgridsDistributed & Heuristic Optimization for Microgrid Operation and Dispatch →
IET Generation, Transmission & Distribution
- Zero-carbon power-to-hydrogen integrated residential system over a hybrid cloud frameworkDistributed & Heuristic Optimization for Microgrid Operation and Dispatch →
IEEE Transactions on Cloud Computing
2021
- Distributed & Heuristic Optimization for Microgrid Operation and Dispatch →
Economic Operation of Utility-Connected Microgrids in a Fast and Flexible Framework
Energies
- Effective Demand Response and GANs for Optimal Constraint Unit Commitment in Solar-Tidal Based MicrogridsDistributed & Heuristic Optimization for Microgrid Operation and Dispatch →
IET Renewable Power Generation
- Uncertainty-Aware Management of Smart Grids Using Cloud-Based LSTM-Prediction IntervalDistributed & Heuristic Optimization for Microgrid Operation and Dispatch →
IEEE Transactions on Cybernetics
- Multi-Agent-Based Optimal Power Scheduling of Shipboard Power SystemsDistributed & Heuristic Optimization for Microgrid Operation and Dispatch →
Sustainable Cities and Society
2020
- Distributed & Heuristic Optimization for Microgrid Operation and Dispatch →
DoS-Resilient Distributed Optimal Scheduling in a Fog Supporting IIoT-based Smart Microgrid
IEEE Transactions on Industry Applications
2019
- Stochastic electricity social welfare enhancement based on consensus neighbor virtualizationDistributed & Heuristic Optimization for Microgrid Operation and Dispatch →
IEEE Transactions on Industrial Electronics
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Open to collaboration, co-authorship and joint proposals in optimization, AI-based sector coupling and experimental validation of energy systems.
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