A critical review of state-of-the-art optimal pmu placement techniques

MM Ahmed, M Amjad, MA Qureshi, K Imran, ZM Haider… - Energies, 2022 - mdpi.com
Phasor measurement unit (PMU) technology is a need of the power system due to its better
resolution than conventional estimation devices used for wide-area monitoring. PMUs can …

Optimal placement of phasor measurement units via convex relaxation

V Kekatos, GB Giannakis… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Instrumenting power networks with phasor measurement units (PMUs) facilitates several
tasks including optimum power flow, system control, contingency analysis, visualization, and …

Design, testing, and implementation of a linear state estimator in a real power system

L Zhang, A Bose, A Jampala… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
As more phasor measurement units (PMUs) are installed, portions of the power grid become
observable with just phasor measurements, making feasible the estimation of the state of …

A review on phasor measurement units placement for state estimation studies

HG Abood, V Sreeram - 2014 Australasian Universities Power …, 2014 - ieeexplore.ieee.org
State estimation operation depends on the measurement numbers, types and locations.
Therefore, the adoption of an efficient placement method for selecting the required numbers …

Hd-Deep-EM: Deep Expectation Maximization for Dynamic Hidden State Recovery Using Heterogeneous Data

Z Ma, H Li, Y Weng, E Blasch… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Uncertain power generations and loads are continually integrated into the power system,
causing high risks of dynamic events. To better monitor systems, advanced meters like …

D-optimal data fusion: Exact and approximation algorithms

Y Li, M Fampa, J Lee, F Qiu, W Xie… - INFORMS Journal on …, 2024 - pubsonline.informs.org
We study the D-optimal Data Fusion (DDF) problem, which aims to select new data points,
given an existing Fisher information matrix, so as to maximize the logarithm of the …

Approach for multistage placement of phasor measurement units based on stability criteria

VSS Kumar, D Thukaram - IEEE Transactions on Power …, 2015 - ieeexplore.ieee.org
Identification of optimal locations to deploy the phasor measurement units (PMUs) is a
preliminary task in wide area monitoring and control of power systems. Given the cost and …

A framework for constrained static state estimation in unbalanced distribution networks

M Vanin, T Van Acker, R D'hulst… - … Methods Applied to …, 2022 - ieeexplore.ieee.org
State estimation plays a key role in the transition from the passive to the active operation of
distribution systems, as it allows to monitor the networks and provides the necessary …

Multi-objective MILP model for PMU allocation considering enhanced gross error detection: A weighted goal programming framework

C Ruben, SC Dhulipala, AS Bretas, Y Guan… - Electric power systems …, 2020 - Elsevier
This paper proposes a multi-objective mixed-integer linear programming (MILP) model for
the optimal phasor measurement unit (PMU) placement (OPP) problem. A majority of the …

Low-Dimensional ODE Embedding to Convert Low-Resolution Meters into “Virtual” PMUs

H Li, Z Ma, Y Weng, H Zhong… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Power systems are integrating uncertain generations, demanding transient analyses using
dynamic measurements. However, High-Resolution (HR) Phasor Measurement Units are …