State estimation in power distribution systems based on ensemble Kalman filtering

C Carquex, C Rosenberg… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
In this paper, a past-aware state estimation (PASE) method (for static state estimation) is
proposed for power distribution systems, which takes previous estimates into account to …

A photovoltaics-aided interlaced extended Kalman filter for distribution systems state estimation

G Barchi, D Macii - Sustainable Energy, Grids and Networks, 2021 - Elsevier
Distribution system state estimation (DSSE) is essential for smart grid monitoring and
control. Bus voltage phasors and, consequently, DSSE uncertainty can be significantly …

Square-root cubature Kalman filter based power system dynamic state estimation

V Basetti, AK Chandel, CK Shiva - Sustainable Energy, Grids and Networks, 2022 - Elsevier
The state estimator's real-time state information plays a vital role in monitoring and control of
the power system. As a result, one of the primary requirements of the estimator is to provide …

Robust ensemble Kalman filter for medium-voltage distribution system state estimation

M Huang, Z Wei, J Zhao, RA Jabr… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This article proposes a forecasting-aided medium-voltage (MV) distribution system state
estimation (SE) method using a robust ensemble Kalman filter (REnKF). In the proposed …

Historical data-driven state estimation for electric power systems

Y Weng, R Negi, MD Ilić - 2013 IEEE International Conference …, 2013 - ieeexplore.ieee.org
This paper is motivated by major needs for accurate on-line state estimation (SE) in the
emerging electrical energy systems; accurate state and topology are needed to support …

Sequential discrete Kalman filter for real-time state estimation in power distribution systems: Theory and implementation

AM Kettner, M Paolone - IEEE Transactions on Instrumentation …, 2017 - ieeexplore.ieee.org
This paper demonstrates the feasibility of implementing real-time state estimators for active
distribution networks in field-programmable gate arrays (FPGAs) by presenting an …

Unscented Kalman filter for power system dynamic state estimation

G Valverde, V Terzija - IET generation, transmission & distribution, 2011 - IET
A new estimation method for power system dynamic state estimation, the unscented Kalman
filter (UKF), is presented. It is based on the application of the unscented transformation (UT) …

Comparisons on Kalman-filter-based dynamic state estimation algorithms of power systems

H Liu, F Hu, J Su, X Wei, R Qin - Ieee Access, 2020 - ieeexplore.ieee.org
The Kalman-filter-based algorithms as the mainstream algorithms of dynamic state
estimation of power systems have been extensively used to provide accurate data for power …

Optimal parameterization of Kalman filter based three-phase dynamic state estimator for active distribution networks

DN Ćetenović, AM Ranković - International Journal of Electrical Power & …, 2018 - Elsevier
This paper presents a new method for the assessment of the process noise covariance
matrix for three-phase dynamic state estimation in unbalanced active distribution networks …

Derivative-free Kalman filtering based approaches to dynamic state estimation for power systems with unknown inputs

G Anagnostou, BC Pal - IEEE Transactions on Power Systems, 2017 - ieeexplore.ieee.org
This paper proposes a decentralized derivative-free dynamic state estimation method in the
context of a power system with unknown inputs, to address cases when system linearization …