Article
Version 1
Preserved in Portico This version is not peer-reviewed
Distributed MPC Method for Power Systems Frequency Control: A Particle Filter Integrated Model for Uncertainty Quantification
Version 1
: Received: 19 April 2023 / Approved: 20 April 2023 / Online: 20 April 2023 (03:12:24 CEST)
A peer-reviewed article of this Preprint also exists.
Paramo, G.; Bretas, A. Proactive Frequency Stability Scheme: A Distributed Framework Based on Particle Filters and Synchrophasors. Energies 2023, 16, 4530. Paramo, G.; Bretas, A. Proactive Frequency Stability Scheme: A Distributed Framework Based on Particle Filters and Synchrophasors. Energies 2023, 16, 4530.
Abstract
The reactive nature of traditional frequency stability methods can lead to delayed corrective actions and unnecessary loss-of-load. This work presents a distributed model predictive control method for proactive power system frequency stability. Dynamic state estimation model is derived through a particle filter. By being able to estimate the future state of frequency, corrective actions can be taken before the system reaches a critical condition. Proactive approach makes it possible to optimize the response to a disturbance, which results in a decrease of the amount of compensation utilized.
The method is tested via Matlab simulations based on Kundur's Two-Area System, and the IEEE 14-Bus system. Performance metrics are provided and evaluated against other contemporary solutions found in literature. Easy-to-derive model, without hard-to-design parameters, indicate potential towards real-life applications.
Keywords
Frequency Control; Model Predictive Control; Particle Filter; Phasor Measurement Units; Power Systems
Subject
Engineering, Electrical and Electronic Engineering
Copyright: This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Comments (0)
We encourage comments and feedback from a broad range of readers. See criteria for comments and our Diversity statement.
Leave a public commentSend a private comment to the author(s)
* All users must log in before leaving a comment