7 citations · 10 across the 3 of their papers we have counts for
4 papers · 1 filter
Saturation-Aware Model Predictive Energy Management for Droop-Controlled Islanded Microgrids
Steffen Hofmann, Ajay Sampathirao, Christian A. Hans +3
In this paper, we propose a minimax model predictive control (MPC)-based energy management system that is robust with respect to uncertainties in renewable infeed and load. The MPC…
Massively parallelizable proximal algorithms for large-scale stochastic optimal control problems
Ajay K. Sampathirao, Panagiotis Patrinos, Alberto Bemporad +1
Scenario-based stochastic optimal control problems suffer from the curse of dimensionality as they can easily grow to six and seven figure sizes. First-order methods are suitable a…
Uncertainty-aware demand management of water distribution networks in deregulated energy markets
Pantelis Sopasakis, Ajay K. Sampathirao, Alberto Bemporad +1
We present an open-source solution for the operational control of drinking water distribution networks which accounts for the inherent uncertainty in water demand and electricity p…
GPU-accelerated stochastic predictive control of drinking water networks
Ajay K. Sampathirao, Pantelis Sopasakis, Alberto Bemporad +1
Despite the proven advantages of scenario-based stochastic model predictive control for the operational control of water networks, its applicability is limited by its considerable…