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Machine Learning Based Photovoltaics (PV) Power Prediction Using Different Environmental Parameters of Qatar
Published 2019“…These countries plan to increase the contribution of power from renewable energy (RE) over the years. …”
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Artificial neural network algorithms. (c1999)
Published 1999Get full text
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masterThesis -
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Daytime Variation of Urban Heat Islands: The Case Study of Doha, Qatar
Published 2016“…To help explain near-surface air temperatures using land cover variables, we employed three statistical approaches: Ordinary Least Squares (OLS), Regression Tree Analysis (RTA), and Random Forest (RF). We validated the predictions of the statistical models by computing the Root Mean Square Error (RMSE) and discovered that temporal variations in urban heat are mediated by different factors throughout the day. …”
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A New Data-Based Dust Estimation Unit for PV Panels
Published 2020“…In this approach, a dust estimation unit based on a regression tree model has been developed to estimate the dust accumulation. …”
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Estimating Dust Accumulation on Photovoltaic Modules in the UAE
Published 2019Get full text
doctoralThesis -
47
Assessment of Brain Function After 240 Days Confinement Using Functional Near Infrared Spectroscopy
Published 2024“…The power spectral density shows a significant increase with time-in-mission across all participants in most of the frontal area. …”
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SynergyGrids: blockchain-supported distributed microgrid energy trading
Published 2022“…The trading system shows 17.8% decrease in energy cost for consumers and 76.4% decrease in load over utility grids when compared with its counterparts.…”
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Performance of Different Concrete Types Exposed to Elevated Temperatures: A Review
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The Impact of a Computerized Potassium Alert on Adverse Drug Events and Pharmacists' Interventions
Published 2010“…Methods: An alert was built into the pharmacy computer system, which warned pharmacists about a potassium level greater than 5.1 mEq/L when processing an order that could increase potassium. …”
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Rebound effects undermine carbon footprint reduction potential of autonomous electric vehicles
Published 2023“…<p dir="ltr">Autonomous vehicles offer greater passenger convenience and improved fuel efficiency. …”
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An investigation into links between UAE STI Policy and the Federal Universities STEM Majors’ Enrolments, Graduates and Research Development: an evidence-based exploration of the im...
Published 2020“…Zayed University-Dubai had greater STEM majors’ enrolments compared to Zayed University-Abu Dhabi. …”
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Structural similarity evaluation between XML documents and DTDs
Published 2007“…Our approach is based on the concept of tree edit distance, as an effective and efficient means for comparing tree structures, XML documents and DTDs being modeled as ordered labeled trees. …”
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Evaluation of pretreatment and membrane configuration for pressure-retarded osmosis application to produced water from the petroleum industry
Published 2021“…PRO is typically considered with seawater/river water pairings however greater energy can be recovered from hypersaline solutions including produced water (PW) from the petroleum industry. …”
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Graphite and metal nitrate-infused HDPE composites for enhanced thermal performance in energy-efficient building envelopes
Published 2025“…Analysis such as Fourier Transform Infrared Spectroscopy (FTIR), X-ray Diffraction (XRD), Differential Scanning Calorimetry (DSC), Thermogravimetric Analysis (TGA), Scanning Electron Microscopy (SEM), and dielectric spectroscopy analyses further revealed extensive interaction between filler matrices, a decrease in phonon scattering, and a positive increase in crystallinity which led to the improved thermal performance.The TGA results showed that the composite exhibited greater thermal stability, and the residue mass after the decomposition process was 9%, indicating increased carbonization and structural integrity. …”
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Western diet induces mild metabolic impairment and aggravates neuropathology in an experimental mouse model of traumatic brain injury
Published 2024“…Individuals with TBI have a greater risk of mortality from associated chronic diseases than the general population. …”
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Phase transitions of nanoemulsions using ultrasound: Experimental observations
Published 2012“…Additionally, as the size of the emulsion droplet increased, the intensity required for bubble formation decreased. As expected, perfluorohexane emulsions require greater intensity to form cavitating bubbles than perfluoropentane emulsions.…”
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Environmental Sustainability Assessments on Water Distribution Networks: A Life-Cycle Approach
Published 2024Get full text
doctoralThesis