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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…
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-…
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…
Distributed State Estimation for AC Power Systems using Gauss-Newton ALADIN
Xu Du, Alexander Engelmann, Yuning Jiang +2
This paper proposes a structure exploiting algorithm for solving non-convex power system state estimation problems in distributed fashion. Because the power flow equations in large…