1 citations · 1 across the 3 of their papers we have counts for
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Online Feedback Optimization for Constrained Stochastic Problems with Decision-Dependent Distributions: Extended Version
Caio Kalil Lauand, Emiliano Dall'Anese
Online feedback optimization (OFO) leverages real-time output measurements to optimize the operation of networked systems without requiring full knowledge of system dynamics or dis…
High Probability Convergence Bounds for Non-convex Stochastic Gradient Descent with Sub-Weibull Noise
Liam Madden, Emiliano Dall'Anese, Stephen Becker
Stochastic gradient descent is one of the most common iterative algorithms used in machine learning and its convergence analysis is a rich area of research. Understanding its conve…
Control of Power Grids With Switching Equilibria: -Limit Sets and Input-to-State Stability
Mahmoud Abdelgalil, Vishal Shenoy, Guido Cavraro +2
This paper studies a power transmission system with both conventional generators (CGs) and distributed energy assets (DEAs) providing frequency control. We consider an operating co…
A Distributed Optimization Framework to Regulate the Electricity Consumption of a Residential Neighborhood with Renewables
Erhan Can Ozcan, Emiliano Dall'Anese, Ioannis Ch. Paschalidis
Demand response services at the distribution level are emerging as enabling strategies for improving grid reliability in the presence of intermittent renewable generation and grid…
Control Barrier Function-Based Safety Filters: Characterization of Undesired Equilibria, Unbounded Trajectories, and Limit Cycles
Pol Mestres, Yiting Chen, Emiliano Dall'anese +1
This paper focuses on safety filters designed based on Control Barrier Functions (CBFs): these are modifications of a nominal stabilizing controller typically utilized in safety-cr…
k-Dimensional Agreement in Multiagent Systems
Gianluca Bianchin, Miguel Vaquero, Jorge Cortes +1
Given a network of agents, we study the problem of designing a distributed algorithm that computes k independent weighted means of the network's initial conditions (namely, the age…