Search Results - "Alrashidi, Musaed"
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Community Battery Storage Systems Planning for Voltage Regulation in Low Voltage Distribution Systems
Published in Applied sciences (01-09-2022)“…The regulation of the grid voltage within operational limits becomes increasingly challenging as residential photovoltaic (PV) adoption rises. Therefore, this…”
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Ultra-short-term solar forecasting with reduced pre-acquired data considering optimal heuristic configurations of deep neural networks
Published in AIMS mathematics (01-01-2024)“…Forecasting solar irradiance, particularly Global Horizontal Irradiance (GHI), has drawn much interest recently due to the rising demand for renewable energy…”
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Short-term photovoltaic power production forecasting based on novel hybrid data-driven models
Published in Journal of big data (01-12-2023)“…The uncertainty associated with photovoltaic (PV) systems is one of the core obstacles that hinder their seamless integration into power systems. The…”
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Predicting hospital disposition for trauma patients: application of data-driven machine learning algorithms
Published in AIMS mathematics (01-01-2024)“…As a consequence of road accidents, around 1.3 million people die, and between 20 to 50 million have nonfatal injuries. Therefore, hospitals are receiving a…”
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A bi-level optimization method for voltage control in distribution networks using batteries and smart inverters with high wind and photovoltaic penetrations
Published in International journal of electrical power & energy systems (01-09-2023)“…•Overvoltage issue is addressed, which is a primary concern in distribution grids with high PV integration.•A coordinated voltage control strategy is presented…”
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Metaheuristic optimization algorithms to estimate statistical distribution parameters for characterizing wind speeds
Published in Renewable energy (01-04-2020)“…An accurate analysis of wind speeds is vital to justify wind energy projects. Statistical distributions can be used to characterize wind speeds through…”
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Global solar radiation prediction: Application of novel hybrid data-driven model
Published in Applied soft computing (01-11-2021)“…One of the significant prerequisites for harvesting solar energy is precise global solar radiation (GHI) forecasts. However, variability and uncertainty are…”
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Short-Term PV Output Forecasts with Support Vector Regression Optimized by Cuckoo Search and Differential Evolution Algorithms
Published in 2018 IEEE International Smart Cities Conference (ISC2) (01-09-2018)“…Renewable energy sources have gained momentum in electric power systems. Without the ability to precisely forecast their power production, integrating these…”
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