2 citations · 5 across the 9 of their papers we have counts for
7 papers · 1 filter
Towards Data-Driven Multi-Stage OPF
Oleksii Molodchyk, Philipp Schmitz, Alexander Engelmann +2
The operation of large-scale power systems is usually scheduled ahead via numerical optimization. However, this requires models of grid topology, line parameters, and bus specifica…
Model predictive control for retinal laser treatment at 1 kHz
Manuel Schaller, Viktoria Kleyman, Mario Mordmüller +5
Laser photocoagulation is a technique applied in the treatment of retinal diseases. While this is often done manually or using simple control schemes, we pursue an optimization-bas…
State and parameter estimation for retinal laser treatment
Viktoria Kleyman, Manuel Schaller, Mario Mordmuller +4
Adequate therapeutic retinal laser irradiation needs to be adapted to the local absorption. This leads to time-consuming treatments as the laser power needs to be successively adju…
Parameter estimation and model reduction for retinal laser treatment
Manuel Schaller, Mitsuru Wilson, Viktoria Kleyman +4
Laser photocoagulation is one of the most frequently used treatment approaches for retinal diseases such as diabetic retinopathy and macular edema. The use of model-based control,…
State and parameter estimation for model-based retinal laser treatment
Viktoria Kleyman, Manuel Schaller, Mitsuru Wilson +4
We present an approach for state and parameter estimation in retinal laser treatment by a novel setup where both measurement and heating is performed by a single laser. In this med…
Distributed Optimization using ALADIN for MPC in Smart Grids
Yuning Jiang, Philipp Sauerteig, Boris Houska +1
This paper presents a distributed optimization algorithm tailored to solve optimization problems arising in smart grids. In detail, we propose a variant of the Augmented Lagrangian…