Characterizing and quantifying noise in PMU data

M Brown, M Biswal, S Brahma… - 2016 IEEE Power and …, 2016 - ieeexplore.ieee.org
Data recorded by Phasor Measurement Units (PMUs) contains noise. This paper
characterizes and quantifies this noise for voltage, current and frequency data recorded at …

Assessing Gaussian assumption of PMU measurement error using field data

S Wang, J Zhao, Z Huang… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Gaussian phasor measurement unit (PMU) measurement error has been assumed for many
power system applications, such as state estimation, oscillatory modes monitoring, voltage …

Estimating the voltage stability margin using PMU measurements

HY Su, CW Liu - IEEE Transactions on Power Systems, 2015 - ieeexplore.ieee.org
This paper presents a new method based on phasor measurement units (PMUs) for the
estimation of voltage stability margin in a power system to increase operator's situational …

Statistical characterization of PMU error for robust WAMS based analytics

T Ahmad, N Senroy - IEEE Transactions on Power Systems, 2019 - ieeexplore.ieee.org
Synchronized phasor measurement unit (PMU) data contain rich information about power
systems, hence the quality of estimates is of utmost concern. The existing methodologies for …

Enhanced-online-random-forest model for static voltage stability assessment using wide area measurements

HY Su, TY Liu - IEEE Transactions on Power Systems, 2018 - ieeexplore.ieee.org
Application of data mining based methods in online voltage stability assessment has
attracted vast attentions in recent years. To account for significant system changes, most of …

PMU-based voltage stability prediction using least square support vector machine with online learning

H Yang, W Zhang, J Chen, L Wang - Electric Power Systems Research, 2018 - Elsevier
Composite load model comprising an impedance-current-power (ZIP) load and an induction
motor (IM) is widely used for dynamic voltage stability analysis. With the load model, this …

Transmission grid secondary voltage control method using PMU data

HY Su, FM Kang, CW Liu - IEEE Transactions on Smart Grid, 2016 - ieeexplore.ieee.org
Transmission grid voltage collapse can be initiated by unexpected load disturbances.
Secondary voltage control, which is to improve overall load bus voltage profiles by …

Real-time reduced steady-state model synthesis of active distribution networks using PMU measurements

F Mahmood, H Hooshyar, J Lavenius… - … on Power Delivery, 2016 - ieeexplore.ieee.org
Due to the increase of generation sources in distribution networks, it is becoming very
complex to develop and maintain models of these networks. Network operators need to …

Power system state estimation using conditional generative adversarial network

Y He, S Chai, Z Xu, CS Lai, X Xu - … Generation, Transmission & …, 2020 - Wiley Online Library
Accurate power system state estimation (SE) is essential for power system control,
optimisation, and security analyses. In this work, a model‐free and fully data‐driven …

Synchrophasor based ZIP parameters tracking using ML with adaptive window and data anomalies

SMH Rizvi, KS Sajan… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Modeling of load-voltage dependency can enhance the accuracy of system analysis (eg,
voltage stability and distance to collapse). ZIP load model is one of the standard …