Keywords: neural networks
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Journal Articles
Proceedings of the Institution of Civil Engineers - Energy (2025) 178 (2): 99–109.
Published: 28 November 2024
... shortages in order to fulfil future blending requirements if the demand–supply imbalance is not mitigated. 20 09 2023 21 11 2024 Emerald Publishing Limited: All rights reserved 2025 ARIMA data energy ethanol blending forecasting GM (1,1) LSTM model tests neural networks...
Journal Articles
Proceedings of the Institution of Civil Engineers - Energy (2024) 177 (3): 98–117.
Published: 09 January 2024
... of the current study. Machine-learning-based artificial neural network (ANN) approaches are used in the current study to investigate building energy performance. Eight parameters – relative compactness, surface area, wall area, roof area, overall height and orientation of the building, as well as the glazing...

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