Grey-Box Energy Modelling of Energy-Efficient House Using Hybrid Optimization Technique of Genetic Algorithms (GA) and Quasi-Newton Algorithms with Markov Chain Monte Carlo Uncertainty Distribution

Grey-Box Energy Modelling of Energy-Efficient House Using Hybrid Optimization Technique of Genetic Algorithms (GA) and Quasi-Newton Algorithms with Markov Chain Monte Carlo Uncertainty Distribution

Understanding energy demands and costs is important for policy makers and the energy sector, especially in the context of residential heating and cooling systems. To estimate the thermal demand of a residential house, a grey-box modelling method with a resistance–capacitance (RC) analogy was impleme...

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Bibliographic Details
Main Authors: Gulsun Demirezen, Alan S. Fung, Aidan Brookson
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Energies
Subjects:
black-box model
grey-box model
building model
HVAC model
energy modelling
MATLAB
Online Access:https://www.mdpi.com/1996-1073/17/23/5941
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