Load forecasting techniques for power system: Research challenges and survey

N Ahmad, Y Ghadi, M Adnan, M Ali - IEEE Access, 2022 - ieeexplore.ieee.org
The main and pivot part of electric companies is the load forecasting. Decision-makers and
think tank of power sectors should forecast the future need of electricity with large accuracy …

Machine learning applications in power system fault diagnosis: Research advancements and perspectives

R Vaish, UD Dwivedi, S Tewari, SM Tripathi - Engineering Applications of …, 2021 - Elsevier
Newer generation sources and loads are posing new challenges to the conventional power
system protection schemes. Adaptive and intelligent protection methodology, based on …

Resource orchestration of cloud-edge–based smart grid fault detection

J Li, Y Deng, W Sun, W Li, R Li, Q Li, Z Liu - ACM Transactions on …, 2022 - dl.acm.org
Real-time smart grid monitoring is critical to enhancing resiliency and operational efficiency
of power equipment. Cloud-based and edge-based fault detection systems integrating deep …

Online false data injection attack detection with wavelet transform and deep neural networks

JQ James, Y Hou, VOK Li - IEEE Transactions on Industrial …, 2018 - ieeexplore.ieee.org
State estimation is critical to the operation and control of modern power systems. However,
many cyber-attacks, such as false data injection attacks, can circumvent conventional …

Deep learning methods and applications for electrical power systems: A comprehensive review

AK Ozcanli, F Yaprakdal… - International Journal of …, 2020 - Wiley Online Library
Over the past decades, electric power systems (EPSs) have undergone an evolution from an
ordinary bulk structure to intelligent flexible systems by way of advanced electronics and …

Faults in smart grid systems: Monitoring, detection and classification

AEL Rivas, T Abrao - Electric Power Systems Research, 2020 - Elsevier
Smart Grid (SG) is a multidisciplinary concept related to the power system update and
improvement. SG implies real-time information with specific communication requirements …

Networked microgrids: State-of-the-art and future perspectives

MN Alam, S Chakrabarti… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The operation of multiple microgrids (MGs) in coordination with distribution system enables
high penetration of locally available distributed energy resources (DERs). This approach …

[HTML][HTML] A survey on active fault-tolerant control systems

A Abbaspour, S Mokhtari, A Sargolzaei, KK Yen - Electronics, 2020 - mdpi.com
Faults and failures in the system components are two main reasons for the instability and the
degradation in control performance. In recent decades, fault-tolerant control (FTC) …

Smart grid big data analytics: Survey of technologies, techniques, and applications

D Syed, A Zainab, A Ghrayeb, SS Refaat… - IEEE …, 2020 - ieeexplore.ieee.org
Smart grids have been gradually replacing the traditional power grids since the last decade.
Such transformation is linked to adding a large number of smart meters and other sources of …

AC microgrid protection–A review: Current and future prospective

B Patnaik, M Mishra, RC Bansal, RK Jena - Applied Energy, 2020 - Elsevier
Microgrid is an important component of the evolving smart-grid. It has the ability to increase
reliability, decrease costs, and enlarge penetration rates for distribution generation systems …