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Optimizing HVAC systems with model predictive control: integrating ontology-based semantic models for energy efficiency and comfort

Building systems are dynamic and non-linear. In HVAC systems, independently controlled modules interact, creating complex interdependencies that challenge optimizing energy savings and thermal comfort. Model predictive control (MPC) has emerged as a promising strategy to address these challenges eff...

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Principais autores: Yujie Yang, Jakob Bjørnskov, Muhyiddine Jradi
Format: Artigo
Sprog:Inglês
Udgivet: Frontiers Media S.A. 2025-04-01
Serier:Frontiers in Energy Research
Fag:
model predictive control
building energy optimization
thermal comfort
HVAC
digital twin
Online adgang:https://www.frontiersin.org/articles/10.3389/fenrg.2025.1542107/full
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