On false data injection attacks against Kalman filtering in power system dynamic state estimation

Q Yang, L Chang, W Yu - Security and Communication …, 2016 - Wiley Online Library
… conducted on cyber attacks such as false data injection attacks against Kalman filtering. …
data injection attacks against Kalman filtering in the dynamic state estimation of power systems …

[HTML][HTML] Detection of false data injection attacks using unscented Kalman filter

N Živković, AT Sarić - Journal of Modern Power Systems and Clean …, 2018 - Springer
… (EMSs), is vulnerable to false data injection attacks, due to the undetectability of those attacks
… In this paper, we propose using the unscented Kalman filter (UKF) in conjunction with a …

Detection of faults and attacks including false data injection attack in smart grid using Kalman filter

K Manandhar, X Cao, F Hu, Y Liu - IEEE transactions on control …, 2014 - ieeexplore.ieee.org
Kalman filter to estimate the variables of a wide range of state processes in the model. The
estimates from the Kalman filter … method used with the Kalman filter for the measurement of …

An adaptive Kalman filter for dynamic harmonic state estimation and harmonic injection tracking

KKC Yu, NR Watson, J Arrillaga - IEEE Transactions on power …, 2005 - ieeexplore.ieee.org
… at an adaptive Kalman filter method for dynamic harmonic state estimation and harmonic
injection … As an alternative, the proposed adaptive Kalman filter switches between the two basic …

[HTML][HTML] A distribution system state estimator based on an extended kalman filter enhanced with a prior evaluation of power injections at unmonitored buses

D Macii, D Fontanelli, G Barchi - Energies, 2020 - mdpi.com
Kalman Filters (EKF) for DSSE, the inputs to the system model (for instance, the hourly
changes of active and reactive power injection) … of weekly input power injection variations at all …

Identification and tracking of harmonic sources in a power system using a Kalman filter

H Ma, AA Girgis - IEEE Transactions on Power Delivery, 1996 - ieeexplore.ieee.org
… This paper presents a Kalman filtering-based technique for optimal harmonic metering
locations and dynamic estimates of unbalanced three-phase harmonic injections in power

Detection of false data injection in automatic generation control systems using Kalman filter

M Khalaf, A Youssef… - 2017 IEEE Electrical Power …, 2017 - ieeexplore.ieee.org
… This paper proposes a Kalman filter-based approach to detect false data injections on the
AGC systems. The main advantage of the Kalman filter is its ability to provide a highly accurate …

Kalman filter with diffusion strategies for detecting power grid false data injection attacks

Y Jiang, Q Hui - 2017 IEEE International Conference on Electro …, 2017 - ieeexplore.ieee.org
… Since meters are distributed in smart power grids, … Kalman filter for the power grid to have
a good performance in estimating models and to effectively detect false data injection attacks. …

Relentless false data injection attacks against Kalman-filter-based detection in smart grid

Y Liu, L Cheng - IEEE Transactions on Control of Network …, 2022 - ieeexplore.ieee.org
… This means that the process noise and the measurement noise are correlated, therefore,
this Kalman filter used in this article is slightly different from the classic Kalman filter. Update: At …

Electric power system static state estimation through Kalman filtering and load forecasting

EA Blood, BH Krogh, MD Ilic - … IEEE Power and Energy Society …, 2008 - ieeexplore.ieee.org
… The technique described in this paper extracts a subset of the measurements, the real and
reactive power injections Γ, and uses the … The input is the change in the forecasted injections. …