This paper outlines a convex-optimization-based method to estimate maximum and minimum bounds on states of differential algebraic equations (DAEs) that describe the …
M Althoff - IEEE Transactions on Power Systems, 2014 - ieeexplore.ieee.org
Power system stability analysis becomes more important in the presence of ever increasing variations in operating conditions. Traditionally, the operation of power systems is verified for …
A El-Guindy, D Han, M Althoff - IEEE Transactions on Power …, 2016 - ieeexplore.ieee.org
The load-following capabilities of power plants became increasingly important in recent years as a means of ensuring a reliable operation of future power systems. In this work, we …
We present a data-driven approach to propagate uncertainty in initial conditions through the dynamics of an unknown system in a reproducing kernel Hilbert space (RKHS). The …
X Jiang, AD Domínguez-García - 2014 North American Power …, 2014 - ieeexplore.ieee.org
This paper presents a set-theoretic method to capture the effects of uncertainty on the generation side of a power system; this uncertainty arises from the increasing penetration of …
D Lee, K Turitsyn - arXiv preprint arXiv:1705.01189, 2017 - arxiv.org
Transient stability assessment of power systems needs to account for increased risk from uncertainties due to the integration of renewables and distributed generators. The uncertain …
Nonlinear systems allow us to describe and analyze physical and virtual systems, including dynamical systems, power grids, robots, and neural networks. The problems involving …
This thesis proposes several applications of reachability analysis to control and assess stability of power systems with formal guarantees. Simply put, reachability analysis makes it …
Intermittent power sources such as wind and solar are increasingly penetrating electrical grids, mainly motivated by global warming concerns and government policies. These …