6 citations · 17 across the 10 of their papers we have counts for
4 papers · 1 filter
Online Learning of Parameterized Uncertain Dynamical Environments with Finite-sample Guarantees
Dan Li, Dariush Fooladivanda, Sonia Martinez
We present a novel online learning algorithm for a class of unknown and uncertain dynamical environments that are fully observable. First, we obtain a novel probabilistic character…
Frequency Regulation with Heterogeneous Energy Resources: A Realization using Distributed Control
Tor Anderson, Manasa Muralidharan, Priyank Srivastava +5
This paper presents one of the first real-life demonstrations of coordinated and distributed resource control for secondary frequency response in a power distribution grid. We cond…
Dynamics of Data-driven Ambiguity Sets for Hyperbolic Conservation Laws with Uncertain Inputs
Francesca Boso, Dimitris Boskos, Jorge Cortés +2
Ambiguity sets of probability distributions are used to hedge against uncertainty about the true probabilities of random quantities of interest (QoIs). When available, these ambigu…
High-Confidence Attack Detection via Wasserstein-Metric Computations
Dan Li, Sonia Martínez
This paper considers a sensor attack and fault detection problem for linear cyber-physical systems, which are subject to system noise that can obey an unknown light-tailed distribu…