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Forecasting Crude Oil Prices using a Hybrid Model Combining Long Short-Term Memory Neural Networks and Markov Switching Model
(IEEE, 2023-07-19)
- article
Given the significant impact of crude oil prices on the global economy, accurately predicting their fluctuations is essential for effective decision-making in the energy sector. Therefore, this research aims to develop a ...
Cyber Security in Power Systems Using Meta-Heuristic and Deep Learning Algorithms
(IEEE, 2023-02-22)
- article
Supervisory Control and Data Acquisition system linked to Intelligent Electronic Devices over a communication network keeps an eye on smart grids’ performance and safety. The lack of algorithms protecting the power system ...
Risk Accessment of Machine Learning Algorithms on Manipulated Dataset in Power Systems
(IEEE, 2023-07-19)
- article
The emergence of the communication infrastructure in power systems has increased the variety and sophistication of network assaults. Intrusion Detection Systems’ (IDS) importance has increased in relation to network security. ...