IEEE Access · 2019 · 26 citations · 29 references
EngineeringData ScienceMetrologySpatial AnalysisSpatial Data AnalysisPower Grid AnalysisPower QualityPower SystemsSmart Grid SystemsSmart GridsData Quality ManagementOperatorsReal-time Measurement Systems
High-density PMUs can be implemented to estimate the location of a large power system disturbances based on the theory of Time Difference of Arrival (TDOA). Unfortunately, real-world measurements suffer from low data quality issues frequently caused by various uncontrollable and unpredictable factors. In this paper, four types of practical low data quality issues from onsite PMUs are first identified from the industry perspective. Then, the impacts of each low-quality data issue on disturbance triangulation are explored using real-time measurement cases from Jiangsu power grid with a high-density PMU network. This paper provides valuable guidance for utility operators and academic researchers to use actual PMU data for power grid applications.
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Ensemble-Based Algorithm for Synchrophasor Data Anomaly Detection
Mengze Zhou, Yuhui Wang, Anurag K. Srivastava et al. · IEEE Transactions on Smart Grid · 2018 · 142 citations