Artificial intelligence techniques in smart grid: A survey

OA Omitaomu, H Niu - Smart Cities, 2021 - mdpi.com
The smart grid is enabling the collection of massive amounts of high-dimensional and multi-
type data about the electric power grid operations, by integrating advanced metering …

Integrating artificial intelligence Internet of Things and 5G for next-generation smartgrid: A survey of trends challenges and prospect

E Esenogho, K Djouani, AM Kurien - Ieee Access, 2022 - ieeexplore.ieee.org
Smartgrid is a paradigm that was introduced into the conventional electricity network to
enhance the way generation, transmission, and distribution networks interrelate. It involves …

[HTML][HTML] A survey of fault prediction and location methods in electrical energy distribution networks

R Dashti, M Daisy, H Mirshekali, HR Shaker… - Measurement, 2021 - Elsevier
One of the main factors that disrupt reliability and stop energy provision is the fault
occurrence in distribution networks. Thus, accurate and fast fault prediction and location in …

Transient stability prediction of power system; a review on methods, classification and considerations

AR Sobbouhi, A Vahedi - Electric Power Systems Research, 2021 - Elsevier
Transient stability is a prominent aspect of power system stability and therefore instability
prediction has been the subject of a vast amount of research and many publications. In the …

A review on artificial intelligence for grid stability assessment

S You, Y Zhao, M Mandich, Y Cui, H Li… - … for Smart Grids …, 2020 - ieeexplore.ieee.org
Artificial intelligence provides a convenient route for power grid stability assessment.
Compared with simulation-based approaches, artificial intelligence can potentially save time …

A deep imbalanced learning framework for transient stability assessment of power system

B Tan, J Yang, Y Tang, S Jiang, P Xie, W Yuan - Ieee Access, 2019 - ieeexplore.ieee.org
Maintaining transient stability is a core requirement for ensuring safe operation of power
systems. Hence, quick and accurate assessment of the transient stability of power systems is …

Artificial intelligent based damping controller optimization for the multi-machine power system: A review

MA Hannan, NN Islam, A Mohamed, MSH Lipu… - IEEE …, 2018 - ieeexplore.ieee.org
Power system oscillation is a major threat to the stability of an interconnected power system.
The safe operation of a modern power system is largely related to the success of oscillation …

Time-adaptive transient stability assessment based on gated recurrent unit

Q Chen, H Wang - International Journal of Electrical Power & Energy …, 2021 - Elsevier
Reliable transient stability assessment (TSA) can support the grid to adopt reasonable
emergency control measures timely. Therefore, a time-adaptive ensemble TSA model is …

Review of grid stability assessment based on AI and a new concept of converter-dominated power system state of stability assessment

W Liu, T Kerekes, T Dragicevic… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Artificial intelligence (AI) has been increasingly used for power system stability assessment
due to its fast evaluation speed compared to conventional time-domain methods. This article …

Transient stability assessment combined model framework based on cost‐sensitive method

H Wang, Q Chen, B Zhang - IET Generation, Transmission & …, 2020 - Wiley Online Library
The real‐time transient stability assessment (TSA) is critical for emergency control of power
systems. Accurate and fast TSA can provide an important basis for post‐fault control of …