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Optimal PMU Placement Considering Data Integrity Attack
2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering (CPE-POWERENG), 2022Phasor measurement unit (PMU) has been widely used for power system monitoring and protection especially in wide-area monitoring system. However, the cost of PMU is still quite expensive especially considering the number of units that needs to be ...
Ziqin Gao, Jianing Li
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Attack-Resilient Optimal PMU Placement via Reinforcement Learning Guided Tree Search in Smart Grids
IEEE Transactions on Information Forensics and Security, 2022The operation of smart grids heavily relies on secure and accurate meter measurements provided by phasor measurement units (PMUs). Therefore, the optimal PMU placement (OPP) aiming to achieve the complete system observability of smart grids with as few ...
Meng Zhang +4 more
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IEEE Transactions on Power Systems, 2021
The placement of phasor measurement units (PMUs) in modern power systems provides improved monitoring and control characteristics of the entire electrical network.
Mohamed Elimam +4 more
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The placement of phasor measurement units (PMUs) in modern power systems provides improved monitoring and control characteristics of the entire electrical network.
Mohamed Elimam +4 more
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Optimal PMU Placements Considering System Change
2021In this paper, a new method for optimal phasor measurement unit (PMU) placements is proposed when considering system change. In the method, PMU, zero injection buses (ZIBs) and flow measurements are all considered. When the system changes, there are unobservable buses and new PMUs are needed to guarantee the observability of the system.
Hongyu Wang +6 more
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Optimal PMU Placement by improved particle swarm optimization
2013 IEEE Innovative Smart Grid Technologies-Asia (ISGT Asia), 2013This paper presents an improved method of binary particle swarm optimization (IBPSO) technique for optimal phasor measurement unit (PMU) placement in a power network for complete system observability. Various effective improvements have been proposed to enhance the efficiency and convergence rate of conventional particle swarm optimization method.
Zakir Hussain Rather +3 more
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Optimal pmu placement for distribution networks
2017 IEEE Innovative Smart Grid Technologies - Asia (ISGT-Asia), 2017This paper presents the optimal phasor measurement (PMU) placement for distribution networks. The optimal PMU placement (OPP) formulation from related literatures is presented in integer linear programming (ILP) framework where zero injection buses (ZIBs), PMU channel limitation, PMU outages and line outages were considered.
Abdul Aziz G. Mabaning +2 more
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Optimal PMU placement with binary PSO
2012 IEEE Energy Conversion Congress and Exposition (ECCE), 2012A growing number of Phasor Measurement Units (PMUs) are being installed throughout the power grid. Among other objectives, PMUs can be used in state estimation. Due to the high purchase price of a PMU and its high installation cost, a minimum number of PMUs is desired to make a given power network fully observable.
J. Peppanen +3 more
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Optimal PMU Placement Using Stochastic Methods
2019 IEEE Power & Energy Society General Meeting (PESGM), 2019Phasor Measurement Units (PMUs) collect high-precision voltage and current data in order to monitor the performance of a power system. However, it is expensive to implement PMUs on every bus within a power system. Optimal PMU placement (OPP) becomes necessary to minimize the number of PMUs implemented while maintaining full observability of the network.
Mirka Mandich, Tianwei Xia, Kai Sun
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Optimal PMU placement for voltage control
2016 IEEE International Conference on Smart Grid Communications (SmartGridComm), 2016This paper deals with the optimal phasor measurement unit (PMU) placement problem. In large power system, it is costly to place too many PMUs to achieve real time global observability. In fact, system state can be well estimated by optimally placed limited PMUs' synchronous measurements.
null Chunxue Zhang +2 more
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, 2021
This paper investigates how to add a limited number of Phasor Measurement Units (PMUs) to the existing monitoring system so as to improve the estimation accuracy further.
Tengpeng Chen +5 more
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This paper investigates how to add a limited number of Phasor Measurement Units (PMUs) to the existing monitoring system so as to improve the estimation accuracy further.
Tengpeng Chen +5 more
semanticscholar +1 more source

