4 hasil untuk "Mohammed Bou-Rabee"
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Artikel Jurnal
A deep hybrid CNN–BiLSTM–attention framework with metaheuristic optimization and uncertainty quantification for solar power forecasting in dust-affected arid climates
This research presents an advanced hybrid deep learning framework that combines Convolutional Neural Networks (CNNs), Bidirectional Long Short-Term Memory (BiLSTMs), and an attention mechanism, enhanced by Particle Swarm Optimization (PSO) and Gaussian Processes (GP) for uncertainty evaluation. The…
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Artikel Jurnal
Comparative study of granular computing and RKCCA-based feature fusion for early lithium-ion battery RUL estimation
Abstract Efficient prediction of the remaining useful life (RUL) of lithium ion batteries is essential in ensuring safety, reliability and energy efficiency of new energy-storage and mobility systems. This paper suggests a hybrid machine-learning model that combines regularized kernel canonical…
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Artikel Jurnal
Closing the loop: experimental validation of a predictive multi-timescale controller for hybrid battery-hydrogen storage systems
This research explores the effect of higher penetration of variable renewables on energy fluctuations at various time scales and the necessity of energy storage systems for balancing power supply. This paper presents an experimentally verified predictive multi-timescale control method for a hybrid…
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Artikel Jurnal
One-Month-Ahead Wind Speed Forecasting Using Hybrid AI Model for Coastal Locations
Wind speed forecasts can boost the quality of wind energy generation by increasing the efficiency and enhancing the economic viability of this variable renewable resource. This work proposes a hybrid model for wind energy capacity for electrical power generation at coastal sites by utilizing…