A review on data-driven security assessment of power systems: Trends and applications of artificial intelligence

A Mehrzad, M Darmiani, Y Mousavi… - IEEE …, 2023 - ieeexplore.ieee.org
Boosting the complexity of the electricity network, penetration of renewable resources, and
modernization of power systems has resulted in an increase in the complexity of the power …

Recent developments of FNET/GridEye—A situational awareness tool for smart grid

Y Liu, W Yao, D Zhou, L Wu, S You… - CSEE Journal of …, 2016 - ieeexplore.ieee.org
Wide-area monitoring systems (WAMS) are beincreasingly vital for enhancing power grid
operators' situational awareness capabilities. As a pilot WAMS that was initially deployed in …

Ultra-short-term wind power forecasting based on deep Bayesian model with uncertainty

L Liu, J Liu, Y Ye, H Liu, K Chen, D Li, X Dong, M Sun - Renewable Energy, 2023 - Elsevier
Wind energy is an important renewable clean energy resource. However, the stochastic and
volatile nature of wind power brings significant challenges to the power system's reliable …

A novel hybrid methodology for short-term wind power forecasting based on adaptive neuro-fuzzy inference system

J Liu, X Wang, Y Lu - Renewable energy, 2017 - Elsevier
With the increased penetration of wind power into the electric grid of China, many
challenges emerge due to its fluctuation and intermittence. In this context, it is crucial to …

Wide-area-measurement system development at the distribution level: An FNET/GridEye example

Y Liu, L Zhan, Y Zhang, PN Markham… - … on Power Delivery, 2015 - ieeexplore.ieee.org
The electric power grid wide-area monitoring system (WAMS) has been extended from the
transmission to distribution level. As the first WAMS deployed at the distribution level, the …

A novel equivalent model of active distribution networks based on LSTM

C Zheng, S Wang, Y Liu, C Liu, W Xie… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Dynamic behaviors of distribution networks are of great importance for the power system
analysis. Nowadays, due to the integration of the renewable energy generation, energy …

Distributed data analytics platform for wide-area synchrophasor measurement systems

D Zhou, J Guo, Y Zhang, J Chai, H Liu… - … on Smart Grid, 2016 - ieeexplore.ieee.org
As synchrophasor data start to play a significant role in power system operation and
dynamic study, data processing and data analysis capability are critical to wide-area …

Delay aware intelligent transient stability assessment system

JQ James, AYS Lam, DJ Hill, VOK Li - IEEE Access, 2017 - ieeexplore.ieee.org
Transient stability assessment is a critical tool for power system design and operation. With
the emerging advanced synchrophasor measurement techniques, machine learning …

A novel RNN based load modelling method with measurement data in active distribution system

C Zheng, S Wang, Y Liu, C Liu - Electric Power Systems Research, 2019 - Elsevier
Due to the high penetration of renewable energy and the wide application of electronic
devices in the distribution systems, it becomes more complicated to formulate an accurate …

Data quality issues for synchrophasor applications Part II: problem formulation and potential solutions

C Huang, F Li, L Zhan, Y Xu, Q Hu… - Journal of Modern …, 2016 - ieeexplore.ieee.org
This work investigates the data quality issue for synchrophasor applications, and pays
particular attention to synchronization signal loss and synchrophasor data loss events. First …