Optimal Allocation of Synchrophasor Units in the Distribution Network Considering Maximum Redundancy

Phasor Measurement Unit (PMU) is a smart measuring device commonly used in wide-area monitoring systems. It provides the synchronized phasor values and the magnitudes of voltages and currents in real-time for the proper state calculation of the electrical network in a common time reference frame. Bu...

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Main Authors: S. Priyadarshini, C. K. Panigrahi
Format: Article
Language:English
Published: D. G. Pylarinos 2020-12-01
Series:Engineering, Technology & Applied Science Research
Subjects:
Online Access:http://www.etasr.com/index.php/ETASR/article/view/3862
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spelling doaj-1a080fa2d9064be585f5e9ef0412534e2021-02-02T13:49:11ZengD. G. PylarinosEngineering, Technology & Applied Science Research2241-44871792-80362020-12-0110610.48084/etasr.3862Optimal Allocation of Synchrophasor Units in the Distribution Network Considering Maximum RedundancyS. Priyadarshini0C. K. Panigrahi1School of Electrical Engineering, Kalinga Institute of Industrial Technology Deemed to be University, IndiaSchool of Electrical Engineering, Kalinga Institute of Industrial Technology Deemed to be University, IndiaPhasor Measurement Unit (PMU) is a smart measuring device commonly used in wide-area monitoring systems. It provides the synchronized phasor values and the magnitudes of voltages and currents in real-time for the proper state calculation of the electrical network in a common time reference frame. But in order to avoid unnecessary placements, minimize installation cost, and due to the lack of communication facilities at the substations, the placing of PMUs at every location is not possible. Therefore several optimization techniques have been developed to solve the Optimal PMU Placement (OPP) problem. The OPP problem aims to reduce the number of PMUs by achieving a completely observable network. Many solutions to the OPP problem have been proposed for the transmission networks with the use of conventional and heuristic-based approaches, but very few for distribution networks. In this paper, the Binary Grey Wolf Optimization (BGWO) algorithm is proposed to solve the OPP problem considering the measurement redundancy (MR) to achieve complete observability of the distribution network. Finally, case studies have been done by implementing the proposed algorithm on different IEEE test feeders such as the IEEE -13, -33, -37, and -123 node feeder systems. The obtained results are compared with previous studies to verify the feasibility and efficiency of the proposed technique. http://www.etasr.com/index.php/ETASR/article/view/3862binary grey wolf optimizationmeasurement redundancyobservabilityoptimal PMU placementphasor measurement unit
collection DOAJ
language English
format Article
sources DOAJ
author S. Priyadarshini
C. K. Panigrahi
spellingShingle S. Priyadarshini
C. K. Panigrahi
Optimal Allocation of Synchrophasor Units in the Distribution Network Considering Maximum Redundancy
Engineering, Technology & Applied Science Research
binary grey wolf optimization
measurement redundancy
observability
optimal PMU placement
phasor measurement unit
author_facet S. Priyadarshini
C. K. Panigrahi
author_sort S. Priyadarshini
title Optimal Allocation of Synchrophasor Units in the Distribution Network Considering Maximum Redundancy
title_short Optimal Allocation of Synchrophasor Units in the Distribution Network Considering Maximum Redundancy
title_full Optimal Allocation of Synchrophasor Units in the Distribution Network Considering Maximum Redundancy
title_fullStr Optimal Allocation of Synchrophasor Units in the Distribution Network Considering Maximum Redundancy
title_full_unstemmed Optimal Allocation of Synchrophasor Units in the Distribution Network Considering Maximum Redundancy
title_sort optimal allocation of synchrophasor units in the distribution network considering maximum redundancy
publisher D. G. Pylarinos
series Engineering, Technology & Applied Science Research
issn 2241-4487
1792-8036
publishDate 2020-12-01
description Phasor Measurement Unit (PMU) is a smart measuring device commonly used in wide-area monitoring systems. It provides the synchronized phasor values and the magnitudes of voltages and currents in real-time for the proper state calculation of the electrical network in a common time reference frame. But in order to avoid unnecessary placements, minimize installation cost, and due to the lack of communication facilities at the substations, the placing of PMUs at every location is not possible. Therefore several optimization techniques have been developed to solve the Optimal PMU Placement (OPP) problem. The OPP problem aims to reduce the number of PMUs by achieving a completely observable network. Many solutions to the OPP problem have been proposed for the transmission networks with the use of conventional and heuristic-based approaches, but very few for distribution networks. In this paper, the Binary Grey Wolf Optimization (BGWO) algorithm is proposed to solve the OPP problem considering the measurement redundancy (MR) to achieve complete observability of the distribution network. Finally, case studies have been done by implementing the proposed algorithm on different IEEE test feeders such as the IEEE -13, -33, -37, and -123 node feeder systems. The obtained results are compared with previous studies to verify the feasibility and efficiency of the proposed technique.
topic binary grey wolf optimization
measurement redundancy
observability
optimal PMU placement
phasor measurement unit
url http://www.etasr.com/index.php/ETASR/article/view/3862
work_keys_str_mv AT spriyadarshini optimalallocationofsynchrophasorunitsinthedistributionnetworkconsideringmaximumredundancy
AT ckpanigrahi optimalallocationofsynchrophasorunitsinthedistributionnetworkconsideringmaximumredundancy
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