most citedParallel Explicit Model Predictive Control

10 citations · 12 across the 4 of their papers we have counts for

collaborators

10 papers

eess.SP2020

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…

math.OC2020

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…

eess.SY20202 cited

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…

math.OC2020

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…

eess.SY2020

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…

eess.SY2019

Optimal Experiment Design for AC Power Systems Admittance Estimation

Xu Du, Alexander Engelmann, Yuning Jiang +2

The integration of renewables into electrical grids calls for the development of tailored control schemes which in turn require reliable grid models. In many cases, the grid topolo…