OSUVA - Selaus tekijän "Almasoudi, Fahad M." mukaan - Osuva

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Evaluation of Machine Learning Models for Smart Grid Parameters: Performance Analysis of ARIMA and Bi-LSTM

Chen, Yuanhua; Bhutta, Muhammad Shoaib; Abubakar, Muhammad; Xiao, Dingtian; Almasoudi, Fahad M.; Naeem, Hamad; Faheem, Muhammad (MDPI, 25.05.2023)
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The integration of renewable energy resources into smart grids has become increasingly important to address the challenges of managing and forecasting energy production in the fourth energy revolution. To this end, artificial ...
Neuro-Fuzzy Based High-Voltage DC Model to Optimize Frequency Stability of an Offshore Wind Farm

Bhutta, Muhammad Shoaib; Xuebang, Tang; Faheem, Muhammad; Almasoudi, Fahad M.; Alatawi, Khaled Saleem S.; Guo, Huali (MDPI, 09.07.2023)
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Lack of synchronization between high voltage DC systems linking offshore wind farms and the onshore grid is a natural consequence owing to the stochastic nature of wind energy. The poor synchronization results in increased ...