7 citations · 20 across the 8 of their papers we have counts for
9 papers
Online Optimization and Ambiguity-based Learning of Distributionally Uncertain Dynamic Systems
Dan Li, Dariush Fooladivanda, Sonia Martinez
This paper proposes a novel approach to construct data-driven online solutions to optimization problems (P) subject to a class of distributionally uncertain dynamical systems. The…
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…
Data-driven Predictive Control for a Class of Uncertain Control-Affine Systems
Dan Li, Dariush Fooladivanda, Sonia Martinez
This paper studies a data-driven predictive control for a class of control-affine systems which is subject to uncertainty. With the accessibility to finite sample measurements of t…
Secure State Estimation and Control for Cyber Security of AC Microgrids
Dariush Fooladivanda, Qie Hu, Young Hwan Chang +1
A timely, accurate, and secure dynamic state estimation is needed for reliable monitoring and efficient control of microgrids. The synchrophasor technology enables us to obtain syn…
Joint User Association and Resource Allocation in Heterogeneous Cellular Networks: Comparison of Two Modeling Approaches
Dariush Fooladivanda, Catherine Rosenberg
The performance of different combinations of user association (UA) and resource allocation (RA) in heterogeneous cellular networks has been extensively studied using a classic mode…
Data-driven Variable Speed Limit Design for Highways via Distributionally Robust Optimization
Dan Li, Dariush Fooladivanda, Sonia Martinez
This paper introduces an optimization problem (P) and a solution strategy to design variable-speed-limit controls for a highway that is subject to traffic congestion and uncertain…
Utilization of Water Supply Networks for Harvesting Renewable Energy
Dariush Fooladivanda, Alejandro D. Domínguez-García, Peter W. Sauer
Renewable surplus power is increasing due to the increasing penetration of these intermittent resources. In practice, electric grid operators either curtail the surplus energy resu…
Secure State Estimation for Nonlinear Power Systems under Cyber Attacks
Qie Hu, Dariush Fooladivanda, Young Hwan Chang +1
This paper focuses on securely estimating the state of a nonlinear dynamical system from a set of corrupted measurements. In particular, we consider two broad classes of nonlinear…
State of Charge Evolution Equations for Flywheels
D. Fooladivanda, G. Mancini, S. Garg +1
A mathematical state-of-charge evolution equation is present for Flywheel Energy Storage Systems.