3 papers
math.OC2025
Adaptive Online Optimization for Microgrids with Renewable Energy Sources
Wouter J. A. van Weerelt, Angela Fontan, Nicola Bastianello
In this paper we propose a novel adaptive online optimization algorithm tailored to the management of microgrids with high renewable energy penetration, which can be formulated as…
math.OC2025
Self-Identifying Internal Model-Based Online Optimization
Wouter J. A. van Weerelt, Lantian Zhang, Silun Zhang +1
In this paper, we propose a novel online optimization algorithm built by combining ideas from control theory and system identification. The foundation of our algorithm is a control…
math.OC2025
Control-Based Online Distributed Optimization
Wouter J. A. van Weerelt, Nicola Bastianello
In this paper we design a novel class of online distributed optimization algorithms leveraging control theoretical techniques. We start by focusing on quadratic costs, and assuming…