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Optimal placement of PMU's considering sensitivity analysis
2015 International Conference on Technological Advancements in Power and Energy (TAP Energy), 2015This paper presents various aspects of optimal Phasor measurement unit (PMU) placement problem with load sensitivity analysis. Binary integer linear programming based methodology for optimal placement of PMU in a given power network for full observability of that network is presented in this paper.
Chandrasekhar Yammani +2 more
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Optimal PMU Placement Considering Reliability of Measurement System in Smart Grids
International Conference on Computer and Knowledge Engineering, 2022State estimation has been known as the major part of power system operation, and observability analysis is the main function in an estimator. Therefore, the placment of measurement devices for the observability of the entire network has always been the ...
M. Shahraeini +2 more
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Optimal PMU Placement based on Voltage Stability Index for Observability of Network
WSEAS Transactions on Circuits and SystemsThis work presents a voltage stability Index (FLVSI) for optimal PMU placement (OPP) to achieve complete network observability. Every PQ bus is considered in the FLVSI strategy to attain weak PQ bus from PMUs are conditioned to allocate at weak PQ buses ...
P. Lakshminarayana +4 more
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Optimal Placement of PMU: A Brief Review
2020For monitoring and controlling the large modern power system, a measuring device such as phasor measurement unit (PMU) provides an important role. APMU provides time-synchronized voltage and current phasor values relevant buses where these PMUs are placed.
Sandeep Kumar Mishra, Murthy Cherukuri
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Accelerating Quantum Optimization with Graph Learning for Optimal PMU Placement
2025 IEEE/AIAA Transportation Electrification Conference and Electric Aircraft Technologies Symposium (ITEC+EATS)The Phasor Measurement Unit (PMU) plays a crucial role in the real-time monitoring of power systems. Investigating the optimal PMU placement can not only provide full system observability but also reduce unnecessary installation costs.
Yuqi Jiang +5 more
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Optimal PMU Placement Using Modified Greedy Algorithm
Journal of Control, Automation and Electrical Systems, 2017Phasor measurement units (PMUs) provide synchronized measurements of real-time phasors of voltages and currents. It is considered as an important element of the smart wide area measurement system used in advanced power system monitoring, protection, and control applications.
Van-khoi Tran, He-sheng Zhang
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Multi-objective biogeography based optimization for optimal PMU placement
Applied Soft Computing, 2012The paper proposes a multi-objective biogeography based optimization (MO-BBO) algorithm to design optimal placement of phasor measurement units (PMU) which makes the power system network completely observable. The simultaneous optimization of the two conflicting objectives such as minimization of the number of PMUs and maximization of measurement ...
K. Jamuna, K.S. Swarup
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Review of Optimal PMU Placement Strategies for Effective Power System Surveillance
FMDB Transactions on Sustainable Energy SequencePhasor Measurement Units (PMUs) have become indispensable in modern power systems, offering high-resolution, real-time data that enhances system monitoring, stability, and control. The strategic placement of PMUs is crucial for maximizing their benefits,
Naveenkumar Kaliyan +2 more
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Optimal PMU placement by teaching-learning based optimization algorithm
2015 39th National Systems Conference (NSC), 2015In this paper Teaching-Learning-Based Optimization Algorithm (TLBO) is presented for solving the problem of placement of phasor measurement units (PMU) optimally in a power system network for complete observability. The TLBO algorithm enables optimal PMU placement by zero injection measurements and also by not including zero injection measurements. The
Akhil Raj, Chintham Venkaiah
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A Fault-Tolerance Based Approach to Optimal PMU Placement
IEEE Transactions on Smart Grid, 2019Phasor measurement units (PMUs) have offered significant advancements in power system operation and control. Despite these advantages, the industry has been slow in adopting PMU technology.
Saleh Almasabi, J. Mitra
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