2 citations · 4 across the 6 of their papers we have counts for
3 papers · 1 filter
Implicit Neural Networks as Static Controllers: Certificates and Performance Separation
Giuseppe C. Calafiore, Laurent El Ghaoui
Implicit neural controllers (INCs) are static feedback laws that are evaluated through an algebraic fixed point {equation}; they include as special cases neural network controllers…
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…
A Robust Optimization Model for Cost-Efficient and Fast Electric Vehicle Charging with L2-norm Uncertainty
Trung Duc Tran, Ngoc-Doanh Nguyen, Hong T. M. Chu +3
In this paper, we propose a robust optimization model that addresses both the cost-efficiency and fast charging requirements for electric vehicles (EVs) at charging stations. By co…