Data-Driven Estimation of Time-Varying Stochastic Effects on Building Heat Consumption Related to Human Interactions

Data-Driven Estimation of Time-Varying Stochastic Effects on Building Heat Consumption Related to Human Interactions

Within the field of statistical modelling and data-driven characterisation of buildings’ energy performance, the focus is typically on parameter estimation of the building envelope and the energy systems. Less focus has been put on the stochastic human effect on energy consumption. We propose a new...

Full description

Bibliographic Details
Main Authors: Christoffer Rasmussen, Niels Lassen, Peder Bacher, Tor Helge Dokka, Henrik Madsen
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Energies
Subjects:
data-driven modelling
building physics
hidden state estimation
time-varying estimation
interpretablilty
occupants’ behaviour
Online Access:https://www.mdpi.com/1996-1073/16/16/5991

Similar Items

Similar Items