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Energy optimization of a residential building using occupancy prediction via sensor fusion and machine learning algorithms
DownloadFall 2023
Occupancy-based control systems for floor heating can lead to energy saving in a residential building. This study focuses on the energy consumption by space heating system in a half-duplex residential house located in Edmonton, Alberta. In the first part, a sensor fusion model was designed to...
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Evaluating and Enhancing Liquid-Phase Exfoliation of Graphitic Carbon Nitride with Molecular Dynamics and Machine Learning
DownloadFall 2024
Graphitic carbon nitride (g-C3N4) has gained significant attention due to its versatile applications in photocatalysis, energy conversion, and environmental remediation. To harness its full potential, high-quality g-C3N4 nanosheets are essential, which can be achieved through liquid-phase...