From the 1 of 9 linked papers with an AI index.
2 citations · 2 across the 5 of their papers we have counts for
9 papers
Implicit Neural Networks as Static Controllers: Certificates and Performance Separation
Giuseppe C. Calafiore, Laurent El Ghaoui
The paper presents a framework for representing neural network controllers as implicit static feedback laws, providing mathematical tools (LMIs, IQCs, Lyapunov analysis) to certify…
A Distributionally Robust Reinforcement Learning Framework for Constrained Urban EV Dispatch
An Nguyen, Hoang Nguyen, Phuong Le +3
We study city-scale control of electric-vehicle (EV) ride-hailing fleets where dispatch, repositioning, and charging decisions must respect charger and feeder limits under uncertai…
Class-Based Smart Charging Control for Electric Vehicles
Giuseppe C. Calafiore, Luca Ambrosino, Matteo Della Rossa +1
This paper proposes a stochastic control framework for the operation of electric-vehicle (EV) charging stations equipped with on-site photovoltaic (PV) generation and battery stora…
A Digital Twin Framework for Decision-Support and Optimization of EV Charging Infrastructure in Localized Urban Systems
Bui Khanh Linh Do, Thanh H. Nguyen, Nghi Huynh Quang +2
As Electric Vehicle (EV) adoption accelerates in urban environments, optimizing charging infrastructure is vital for balancing user satisfaction, energy efficiency, and financial v…
A Multi-Criterion Approach to Smart EV Charging with CO2 Emissions and Cost Minimization
Giuseppe C. Calafiore, Luca Ambrosino, Khai Manh Nguyen +3
We study carbon-aware smart charging in a fossil-dominated grid by coupling a simplified hydro-thermal-renewable dispatch model with a tractable linear charging scheduler. The case…
Electric Vehicle Routing Problem with Time Windows and Station-based or Route-based Charging Options
Tran Trung Duc, Vu Duc Minh, Nguyen Ngoc Doanh +3
The Electric Vehicle Routing Problem with Time Windows and Station-based or Route-based Charging Options addresses fleet optimization incorporating both conventional charging stati…