4.8 Article

A Novel Bus-Ranking-Algorithm-Based Heuristic Optimization Scheme for PMU Placement

Journal

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
Volume 19, Issue 9, Pages 9921-9932

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TII.2022.3230704

Keywords

Communication infrastructure (CI); contingency conditions; genetic algorithm (GA); optimal PMU placement (OPP); phasor data concentrator (PDC); phasor measurement unit (PMU); wide area measurement system (WAMS); zero injection bus (ZIB)

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This article presents a scheme for cost-optimized PMU placement and associated CI design. It proposes a bus ranking algorithm that considers connectivity, branch lengths, and network coverage to incentivize redundancy and reduce CI requirement. A genetic algorithm is then used to find minimum-cost optimal PMU placement solutions within the ranked-bus order. The proposed scheme's performance is validated through comparison with existing algorithms and under channel-limit conditions.
This article presents a scheme for cost-optimized phasor measurement unit (PMU) placement and associated communication infrastructure (CI) design. For this purpose, a bus ranking algorithm is proposed, which ranks the buses in terms of connectivity, associated branch lengths, and supplementary network coverage ability that incentivizes better redundancy and lesser CI requirement. Next, a genetic algorithm (GA) is employed to search for minimum-cost optimal PMU placement solutions within the search space defined by the ranked-bus order. The search space is expanded by adding buses in the ranked order till GA finds a suitable solution satisfying the requisite constraints. The proposed scheme's performance is validated through comparison with existing state-of-the-art algorithms for IEEE 14-, 30-, and 118-bus networks under normal, N - 1 PMU contingency, branch loss contingency, and N - 1 PMU/branch loss contingency conditions. In addition, considering real-world applications, the performance of the proposed scheme under channel-limit conditions is reported in this article.

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