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Influence of measurement uncertainty propagation in current-channel-selectable multi objective optimal phasor measurement unit placement problem


Citation

Matsukawa, Yoshiaki and Watanabe, Masayuki and Mitani, Yasunori and Othman, Mohammad Lutfi (2019) Influence of measurement uncertainty propagation in current-channel-selectable multi objective optimal phasor measurement unit placement problem. In: 2019 IEEE PES GTD Grand International Conference and Exposition Asia (GTD Asia), 19-23 Mar. 2019, Bangkok, Thailand. (pp. 314-319).

Abstract

This paper proposes current-channel-selectable multi objective optimal Phasor Measurement Unit (PMU) placement problem with measurement uncertainty propagation. In proposed Multi Objective Optimal PMU Placement (MOOPP) problem, allocation of the current phasor channel of the PMU can be selected for reducing the total PMU placement cost. However, in practice, uncertainty of measurement makes the estimation error bigger because of use of pseudo measurement by the current channel selection. This paper proposes the optimal PMU placement method considering minimizing both the total PMU placement cost and the state estimation error with uncertainty propagation. The result of the numerical experiment demonstrates the advantage of considering the measurement uncertainty propagation, compared to the conventional method which ignores it, in IEEE New England 39-bus test system. As a result, the proposed method obtained a better Pareto solution compared to the conventional methods because of consideration of measurement uncertainty in the pseudo measurements.


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Additional Metadata

Item Type: Conference or Workshop Item (Paper)
Divisions: Centre for Advanced Power and Energy Research
Faculty of Engineering
DOI Number: https://doi.org/10.1109/GTDAsia.2019.8715873
Publisher: IEEE
Keywords: Multi objective optimization; Phasor measurement unit; State estimation
Depositing User: Nabilah Mustapa
Date Deposited: 15 Jun 2020 07:49
Last Modified: 15 Jun 2020 07:49
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1109/GTDAsia.2019.8715873
URI: http://psasir.upm.edu.my/id/eprint/36317
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