Vincenzo Giuffrida – Researcher

Projects

Software

ANT-AI – Lightweight Framework for Multi-Agent AI Systems Active

Publications

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Enhancing Peak Shaving Efficiency in Small Hydro Power Plants Through Machine Learning-Based Predictive Control

Francesca Mangili, Marco Derboni, Lorenzo Zambon, Vincenzo Giuffrida, Matteo Salani Energies, 2026

Model Predictive Control LGBM Energy Demand Forecast Peak Shaving Hydropower Plant

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PathWyse: a flexible, open-source library for the resource constrained shortest path problem

Matteo Salani, Saverio Basso, Vincenzo Giuffrida Optimization Methods and Software, 2024

Combinatorial Optimization Transportation Shortest Path Open Source

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Assessment of the technical impacts of electric vehicle penetration in distribution networks: A focus on system management strategies integrating sustainable local energy communities

Samuel Borroy Vicente, Gregorio Fernández, Noemi Galan, Andrés Llombart Estopiñán, Matteo Salani, Marco Derboni, Vincenzo Giuffrida, Luis Hernández-Callejo Sustainability, 2024

Local Energy Communities Electric Vehicle Distributed Energy Resources Sustainability Flexibility Active System Management Local Energy Markets Local Flexibility Markets

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PathWyse: a flexible, open-source library for the resource constrained shortest path problem

Saverio Basso, Vincenzo Giuffrida, Matteo Salani Optimization Methods and Software, 2024

Combinatorial Optimization Transportation Shortest Path

Preprint Paper Read more

Multi-Agent Systems for Software Development: a Multi-Faceted Research Question-driven Reference Guide

Sandra Mitrović, Vincenzo Giuffrida, Fabio Barth, Alba Bonet-Jover, Lidia López, Shaibal Barua, Santiago Massé, Estela Saquete, Aitana Delgado, Mobyen Uddin Ahmed, Matteo Salani, et al. SSRN

Machine Learning Operations Research