Application of heuristic algorithms to optimal PMU placement in electric power systems: An updated review

M Nazari-Heris, B Mohammadi-Ivatloo - Renewable and Sustainable …, 2015 - Elsevier
Phasor measurement unit (PMU) plays an important role in operation, protection, and control
of modern power systems. PMU provides real time, synchronized measurements of bus …

Optimal PMU placement considering controlled islanding of power system

L Huang, Y Sun, J Xu, W Gao… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
This paper proposes an optimal phasor measurement unit (PMU) placement model
considering power system controlled islanding so that the power network remains …

A new approach for optimal placement of PMUs and their required communication infrastructure in order to minimize the cost of the WAMS

MB Mohammadi, RA Hooshmand… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
In recent years, power utilities have been designing and implementing wide area
measurement system (WAMS) to provide more intelligent monitoring, control, and protection …

Artificial intelligence versus conventional mathematical techniques: A review for optimal placement of phasor measurement units

K Negash, B Khan, E Yohannes - … and Economics of Smart Grids and …, 2016 - Springer
Abstract The Phasor Measurement Unit (PMU) is a contemporary metering device installed
on system to enable the power system monitoring and control. PMUs are most accurate and …

Attack-resilient optimal PMU placement via reinforcement learning guided tree search in smart grids

M Zhang, Z Wu, J Yan, R Lu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The operation of smart grids heavily relies on secure and accurate meter measurements
provided by phasor measurement units (PMUs). Therefore, the optimal PMU placement …

Integrated mutation strategy with modified binary PSO algorithm for optimal PMUs placement

NH Abd Rahman, AF Zobaa - IEEE Transactions on Industrial …, 2017 - ieeexplore.ieee.org
Optimal phasor measurement units (PMUs) placement refers to the strategic placement of
PMUs to achieve the full observability of power systems with a minimum number of PMUs. A …

Integrated model considering effects of zero injection buses and conventional measurements on optimal PMU placement

KG Khajeh, E Bashar, AM Rad… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The main requirements of the wide-area monitoring system is to acquire the real-time
measurement of state variables that can be provided by phasor measurement units (PMUs) …

Genetic algorithm‐based phasor measurement unit placement method considering observability and security criteria

HH Müller, CA Castro - IET Generation, Transmission & …, 2016 - Wiley Online Library
The phasor measurement technology has made it possible the monitoring and control of
wide‐area power systems. In this study, a new genetic algorithm based method for optimal …

Power system state estimation using non-iterative weighted least square method based on wide area measurements with maximum redundancy

SK Kotha, B Rajpathak - Electric power systems research, 2022 - Elsevier
The power system state estimation (PSSE) accuracy is crucial for monitoring and
surveillance in an energy management system (EMS). Wide-area measurement systems …

A probabilistic risk mitigation model for cyber-attacks to PMU networks

S Mousavian, J Valenzuela… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
The power grid is becoming more dependent on information and communication
technologies. Complex networks of advanced sensors such as phasor measurement units …