Advanced graph embedding for intelligent heating, ventilation, and air conditioning optimization: An ensemble learning-based recommender system

Advanced graph embedding for intelligent heating, ventilation, and air conditioning optimization: An ensemble learning-based recommender system

This study introduces a robust and scalable software architecture designed for real-time data ingestion, processing, and user interaction within a smart building setting. Utilizing advanced graph embedding techniques combined with ensemble learning models, we developed a recommender system tailored...

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Bibliographic Details
Main Authors: Shouliang Lai, Xiyu Yi, Peiling Zhou, Lu Peng, Wentao Liu, Shi Sun, Binrong Huang
Format: Article
Language:English
Published: Elsevier 2025-04-01
Series:Case Studies in Thermal Engineering
Subjects:
Graph embedding
HVAC optimization
Ensemble learning
Recommender systems
Smart buildings
Online Access:http://www.sciencedirect.com/science/article/pii/S2214157X25001480
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