activity
20202026
most citedSupervised MPC control of large-scale electricity networks via clustering methods

2 citations · 2 across the 5 of their papers we have counts for

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2 papers · 1 filter

eess.SY2026

Goal-oriented safe active learning for predictive control using Bayesian recurrent neural networks

Laura Boca de Giuli, Alessio La Bella, Manish Prajapat +4

A key challenge in learning-based model predictive control (MPC) is to collect informative data online for model adaptation while ensuring safety and without penalising control per…

eess.SY2026

Integrated Online Monitoring and Adaptation of Process Model Predictive Controllers

Samuel Mallick, Laura Boca de de Giuli, Alessio La Bella +3

This paper addresses the design of an event-triggered, data-based, and performance-oriented adaption method for model predictive control (MPC). The performance of such a strategy s…