104 citations · 151 across the 23 of their papers we have counts for
4 papers · 1 filter
Scalable Primal Decomposition Schemes for Large-Scale Infrastructure Networks
Alexander Engelmann, Sungho Shin, François Pacaud +1
The operation of large-scale infrastructure networks requires scalable optimization schemes. To guarantee safe system operation, a high degree of feasibility in a small number of i…
Decentralized non-convex optimization via bi-level SQP and ADMM
Gösta Stomberg, Alexander Engelmann, Timm Faulwasser
Decentralized non-convex optimization is important in many problems of practical relevance. Existing decentralized methods, however, typically either lack convergence guarantees fo…
Data-driven MPC of descriptor systems: A case study for power networks
Philipp Schmitz, Alexander Engelmann, Timm Faulwasser +1
Recently, data-driven predictive control of linear systems has received wide-spread research attention. It hinges on the fundamental lemma by Willems et al. In a previous paper, we…
Approximations for Optimal Experimental Design in Power System Parameter Estimation
Xu Du, Alexander Engelmann, Timm Faulwasser +1
This paper is about computationally tractable methods for power system parameter estimation and Optimal Experiment Design (OED). Here, the main motivation is that OED has the poten…