On data-driven modeling and control in modern power grids stability: Survey and perspective

X Gong, X Wang, B Cao - Applied Energy, 2023 - Elsevier
Modern power grids are fast evolving with the increasing volatile renewable generation,
distributed energy resources (DERs) and time-varying operating conditions. The DERs …

Frequency-domain fitting techniques: A review

JM Rodriguez, E Medina… - … on Power Delivery, 2019 - ieeexplore.ieee.org
This paper presents a theoretical review and comparisons between vector fitting, matrix-
pencil-method, and Loewner matrix techniques for the fitting of frequency-domain functions …

Low-order parametric state-space modeling of MIMO systems in the Loewner framework

T Vojkovic, D Quero, C Poussot-Vassal… - SIAM Journal on Applied …, 2023 - SIAM
In this work, we present a novel data-driven method for identifying parametric MIMO
generalized state-space or descriptor systems of low order that accurately capture the …

Review and comparison of frequency-domain curve-fitting techniques: Vector fitting, frequency-partitioning fitting, matrix pencil method and loewner matrix

B Salarieh, HMJ De Silva - Electric Power Systems Research, 2021 - Elsevier
It is a well-known practice to approximate the frequency-domain response of an electrical
component or a subsystem with rational functions for electromagnetic transient (EMT) …

Enhancing wide-area damping controllers via data-assisted power system linear models

MRA Paternina, C Castrillón-Franco… - Electric Power Systems …, 2023 - Elsevier
This paper proposes an inter-area oscillation damping control strategy by exploiting the
Loewner interpolation method (LIM) and Bellman's principle. The novelty of this …

Enforcing passivity of parameterized LTI macromodels via Hamiltonian-driven multivariate adaptive sampling

A Zanco, S Grivet-Talocia, T Bradde… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
We present an algorithm for passivity verification and enforcement of multivariate
macromodels whose state-space matrices depend in closed form on a set of external or …

[HTML][HTML] Reviewing the large electrical network equivalent methods under development for electromagnetic transient studies in the Brazilian Interconnected power …

TM Campello, FNF Dicler, SL Varricchio… - International Journal of …, 2023 - Elsevier
This paper presents a qualitative overview of the main developments carried out by the
Brazilian Electrical Energy Research Center and the Brazilian Power System Operator to …

Improving accuracy after stability enforcement in the Loewner matrix framework

LE Carrera-Retana, M Marin-Sanchez… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
The Loewner matrix (LM) is a powerful macromodeling technique that uses sampled data in
the frequency domain for representing dynamical systems in a descriptor form. As stability …

Passive reduced order macromodeling based on loewner matrix interpolation

MT Kassis, M Kabir, YQ Xiao… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Loewner matrix (LM) interpolation-based macromodeling methods can generate an
accurate macromodel for large and complex structures. However, there is less flexibility in …

FastAAA: A fast rational-function fitter

A Hochman - 2017 IEEE 26th Conference on Electrical …, 2017 - ieeexplore.ieee.org
FastAAA is an algorithm for fitting rational-functions to a set of N data samples. In each step
of the algorithm, it computes an order n fit via a fast, O (Nn), update of the previous order n-1 …