104 citations · 134 across the 33 of their papers we have counts for
7 papers · 1 filter
Online power system parameter estimation and optimal operation
Xu Du, Alexander Engelmann, Timm Faulwasser +1
The integration of renewables into electrical grids calls for optimization-based control schemes requiring reliable grid models. Classically, parameter estimation and optimization-…
Distributed Optimization for Massive Connectivity
Yuning Jiang, Junyan Su, Yuanming Shi +1
Massive device connectivity in Internet of Thing (IoT) networks with sporadic traffic poses significant communication challenges. To overcome this challenge, the serving base stati…
ALADIN- -- An open-source MATLAB toolbox for distributed non-convex optimization
Alexander Engelmann, Yuning Jiang, Henrieke Benner +3
This paper introduces an open-source software for distributed and decentralized non-convex optimization named ALADIN-. ALADIN- is a MATLAB implementation of tailored variants…
A set-theoretic generalization of dissipativity with applications in Tube MPC
Mario Eduardo Villanueva, Elena De Lazzari, Matthias Müller +1
This paper introduces a framework for analyzing a general class of uncertain nonlinear discrete-time systems with given state-, control-, and disturbance constraints. In particular…
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…
Towards Global Optimal Control via Koopman Lifts
Mario E. Villanueva, Colin Jones, Boris Houska
This paper introduces a framework for solving time-autonomous nonlinear infinite horizon optimal control problems, under the assumption that all minimizers satisfy Pontryagin's nec…
Distributed Control Enforcing Group Sparsity in Smart Grids
Philipp Sauerteig, Yuning Jiang, Boris Houska +1
In modern smart grids, charging of local energy storage devices is coordinated on a residential level to compensate the volatile aggregated power demand on the time interval of int…