Survey of machine learning methods for detecting false data injection attacks in power systems

A Sayghe, Y Hu, I Zografopoulos, XR Liu… - IET Smart …, 2020 - Wiley Online Library
Over the last decade, the number of cyber attacks targeting power systems and causing
physical and economic damages has increased rapidly. Among them, false data injection …

Advances on sensing technologies for smart cities and power grids: A review

R Morello, SC Mukhopadhyay, Z Liu… - IEEE Sensors …, 2017 - ieeexplore.ieee.org
This paper aims to highlight the advancement on the emergent technologies,
implementations, and applications in smart power grid and city. Advanced sensing systems …

Power system dynamic state estimation: Motivations, definitions, methodologies, and future work

J Zhao, A Gómez-Expósito, M Netto… - … on Power Systems, 2019 - ieeexplore.ieee.org
This paper summarizes the technical activities of the Task Force on Power System Dynamic
State and Parameter Estimation. This Task Force was established by the IEEE Working …

A robust iterated extended Kalman filter for power system dynamic state estimation

J Zhao, M Netto, L Mili - IEEE transactions on power systems, 2016 - ieeexplore.ieee.org
This paper develops a robust iterated extended Kalman filter (EKF) based on the
generalized maximum likelihood approach (termed GM-IEKF) for estimating power system …

Adaptive adjustment of noise covariance in Kalman filter for dynamic state estimation

S Akhlaghi, N Zhou, Z Huang - 2017 IEEE power & energy …, 2017 - ieeexplore.ieee.org
Accurate estimation of the dynamic states of a synchronous machine (eg, rotor's angle and
speed) is essential in monitoring and controlling transient stability of a power system. It is …

Roles of dynamic state estimation in power system modeling, monitoring and operation

J Zhao, M Netto, Z Huang, SS Yu… - … on Power Systems, 2020 - ieeexplore.ieee.org
Power system dynamic state estimation (DSE) remains an active research area. This is
driven by the absence of accurate models, the increasing availability of fast-sampled, time …

Adaptive protection coordination scheme using numerical directional overcurrent relays

MN Alam - IEEE Transactions on Industrial Informatics, 2018 - ieeexplore.ieee.org
Dynamically changing distribution system operating conditions compromises the
coordination of the existing protection schemes. This paper proposes an online adaptive …

Robust unscented Kalman filter for power system dynamic state estimation with unknown noise statistics

J Zhao, L Mili - IEEE Transactions on Smart Grid, 2017 - ieeexplore.ieee.org
Due to the communication channel noises, GPS synchronization process, changing
environment temperature and different operating conditions of the system, the statistics of …

Dynamic state estimation of a synchronous machine using PMU data: A comparative study

N Zhou, D Meng, Z Huang… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Accurate information about dynamic states is important for efficient control and operation of a
power system. This paper compares the performance of four Bayesian-based filtering …

Local and wide-area PMU-based decentralized dynamic state estimation in multi-machine power systems

E Ghahremani, I Kamwa - IEEE Transactions on Power …, 2015 - ieeexplore.ieee.org
Accurate measurement of the rotor angle and speed of synchronous generators is
instrumental in developing powerful local or wide-area control and monitoring systems to …