[HTML][HTML] Optimization algorithms as robust feedback controllers

A Hauswirth, Z He, S Bolognani, G Hug… - Annual Reviews in Control, 2024‏ - Elsevier
Mathematical optimization is one of the cornerstones of modern engineering research and
practice. Yet, throughout all application domains, mathematical optimization is, for the most …

Continuous-time zeroth-order dynamics with projection maps: Model-free feedback optimization with safety guarantees

X Chen, JI Poveda, N Li - IEEE Transactions on Automatic …, 2025‏ - ieeexplore.ieee.org
This paper introduces a class of model-free feedback methods for solving generic
constrained optimization problems where the mathematical forms of the cost and constraint …

[PDF][PDF] Integrating Offline and Online Feedback Optimization for Distribution System Management

S Zhan - 2024‏ - research.tue.nl
The increasing connections of renewable generators and the electrification of residential
transportation and heating have reshaped power distribution systems. Distribution system …

Distributed and Data-Driven Decision-Making for Sustainable Power Systems

X Chen - 2022‏ - search.proquest.com
With a large-scale integration of renewable generation, especially wind power and solar
energy, significant uncertainty and volatility have been introduced to the control and …

Hierarchical online-optimization for the control of flexible loads and generators in distribution grids

B Fritz, H Ipach, C Becker - PESS 2021; Power and Energy …, 2021‏ - ieeexplore.ieee.org
This paper proposes a hierarchical online algorithm to solve a multi-level Optimal Power
Flow problem in distribution grids with a high penetration of distributed energy resources …