Efficiency of post-processing in PMU based state estimation of renewable energy microgrids

Abed, Amir Hameed and Alwan, Natheer and Abed, Munther Hameed and Dobrić, Goran (2023) Efficiency of post-processing in PMU based state estimation of renewable energy microgrids. In: 2023 IEEE Belgrade PowerTech, PowerTech 2023, 25-29 June 2023 , Belgrade. pp. 1-6.. ISBN 978-166548778-8

[img] Pdf
Efficiency of post-processing in PMU based state estimation.pdf
Restricted to Repository staff only

Download (740kB) | Request a copy
[img]
Preview
Pdf
Efficiency of post-processing in PMU based state estimation of renewable energy microgrids_ABS.pdf

Download (356kB) | Preview

Abstract

Power System State Estimation (SE) is a process for determining the state of all the buses in a power system (voltage magnitude and angle) based on measurements taken at a selection of a few buses. Traditionally, the only information that measurement devices could provide was the magnitude of the measured signal. On the other hand, the Phasor Measurement Unit (PMU) can measure the current phasors of the directly linked lines as well as the voltage phasors (both angle and magnitude) of the bus at which it is located. However, achieving observability of the system using only PMU devices is very expensive. In order to determine the condition of a power system, phasor measurements are employed in addition to conventional measurements. In this paper, the use of PMU measurements to estimate the state of a renewable energy microgrid (REM) has been explained and the proposed method has been verified on IEEE 21 bus microgrid. The method makes use of PMU voltage and current data after post-processing, as well as a separate linear state estimator model that makes use of the state estimate from Weighted Least Square (WLS). Using the WLS state estimation approach from conventional data, the model first estimates the state in polar coordinates. This state is then combined with PMU measurements in rectangular coordinates, to predict the system's final state.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Indexed by Scopus
Uncontrolled Keywords: Phasor measurement Unit; Post-processing method; State estimation; Weighted least square
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Q Science > QA Mathematics > QA76 Computer software
T Technology > T Technology (General)
T Technology > TA Engineering (General). Civil engineering (General)
Faculty/Division: Faculty of Computing
Depositing User: Mr Muhamad Firdaus Janih@Jaini
Date Deposited: 06 Nov 2023 04:26
Last Modified: 06 Nov 2023 04:26
URI: http://umpir.ump.edu.my/id/eprint/38748
Download Statistic: View Download Statistics

Actions (login required)

View Item View Item