A Comprehensive Review on the Role of Artificial Intelligence in Power System Stability, Control, and Protection: Insights and Future Directions
University of Kuala Lumpur · Universiti Sains Malaysia · +6 more institutions
Abstract
This review comprehensively examines the burgeoning field of intelligent techniques to enhance power systems’ stability, control, and protection. As global energy demands increase and renewable energy sources become more integrated, maintaining the stability and reliability of both conventional power systems and smart grids is crucial. Traditional methods are increasingly insufficient for handling today’s power grids’ complex, dynamic nature. This paper discusses the adoption of advanced intelligence methods, including artificial intelligence (AI), deep learning (DL), machine learning (ML), metaheuristic optimization algorithms, and other AI techniques such as fuzzy logic, reinforcement learning, and model…
Citation impact
- FWCI
- 25.23
- Percentile
- 100%
- References
- 173
Authors
8- IAIbrahim AlhamrouniCorresponding
University of Kuala Lumpur
- NHNor Hidayah Abdul Kahar
University of Kuala Lumpur
- MSMohaned SalemCorresponding
Universiti Sains Malaysia, Center for Solar Energy Research and Studies
- MSMahmood Swadi
University of Baghdad
- YZYounes Zahroui
Norwegian University of Science and Technology
Topics & keywords
- Computer science
- Reinforcement learning
- Electric power system
- Electronic stability control
- Artificial intelligence
- Machine learning
- Systems engineering
- Engineering
- Affordable and clean energy