Integration of LSTM networks with gradient boosting machines (GBM) for assessing heating and cooling load requirements in building energy efficiency

Due to rising demand for energy-efficient buildings, advanced predictive models are needed to evaluate heating and cooling load requirements. This research presents a unified strategy that blends LSTM networks and GBM to improve building energy load estimates’ precision and reliability. Data on ener...

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Bibliographic Details
Main Authors: Reenu Batra, Shakti Arora, Mayank Mohan Sharma, Sonu Rana, Kanishka Raheja, Abeer Saber, Mohd Asif Shah
Format: Article
Language:English
Published: SAGE Publishing 2024-11-01
Series:Energy Exploration & Exploitation
Online Access:https://doi.org/10.1177/01445987241268075
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