Deep Highway Networks and Tree-Based Ensemble for Predicting Short-Term Building Energy Consumption

Predictive analytics play a significant role in ensuring optimal and secure operation of power systems, reducing energy consumption, detecting fault and diagnosis, and improving grid resilience. However, due to system nonlinearities, delay, and complexity of the problem because of many influencing f...

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Main Authors: Muhammad Waseem Ahmad, Anthony Mouraud, Yacine Rezgui, Monjur Mourshed
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2018-12-01
Colecção:Energies
Assuntos:
HVAC systems
deep learning
energy efficiency
tree-based ensemble algorithms
machine learning
support vector regression
Acesso em linha:https://www.mdpi.com/1996-1073/11/12/3408
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