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Project
Bottom-up engineering building stock models: closing the performance gap using grey-box modelling
Information
Project Team
Outputs and Outcomes
Publications
Uncertainty and sensitivity analysis of building-stock energy models : sampling procedure, stock size and Sobol’ convergence
Matthias Van Hove
Marc Delghust
Jelle Laverge
A1
Journal Article
in
JOURNAL OF BUILDING PERFORMANCE SIMULATION
2023
Large-scale statistical analysis and modelling of real and regulatory total energy use in existing single-family houses in Flanders
Matthias Van Hove
Mieke Deurinck
Wim Lameire
Jelle Laverge
Arnold Janssens
Marc Delghust
A1
Journal Article
in
BUILDING RESEARCH AND INFORMATION
2023
Data-driven machine learning model performance of real annual natural gas consumption in residential buildings
Matthias Van Hove
Marc Delghust
Jelle Laverge
C1
Conference
2022
Statistical data-driven analysis and modelling of total energy use in new or thoroughly renovated single-family houses
Matthias Van Hove
Jelle Laverge
Arnold Janssens
Marc Delghust
C1
Conference
2022
Global sensitivity analysis for building-stock energy models : application of three global approaches
Matthias Van Hove
Marc Delghust
Jelle Laverge
C1
Conference
2022
Indoor climate prediction performance of dynamic BES-models in dymola
Matthias Van Hove
Josué Borrajo Bastero
Elisa Van Kenhove
Marc Delghust
Jelle Laverge
P1
Conference
2022
Data-driven statistical and machine learning modelling of real building stock energy use
Matthias Van Hove
Jelle Laverge
Arnold Janssens
Marc Delghust
C1
Conference
2022
Types of uncertainty in simulation models : categorisation for better identification, accounting and assessment
Matthias Van Hove
Marc Delghust
Jelle Laverge
C3
Conference
2022
Comparison of global sensitivity analysis methods for urban scale building stock energy models
Matthias Van Hove
Marc Delghust
Jelle Laverge
C3
Conference
2022
Coupling of air multizone and thermal multizone models in modelica
Josué Borrajo Bastero
Jelle Laverge
Marc Delghust
Elisa Van Kenhove
Matthias Van Hove
P1
Conference
2021
Challenges and lessons learned in applying sensitivity analysis to building stock energy models
Pamela Fennell
Matthias Van Hove
Lia Weinberg
George Bennett
Marc Delghust
Sebastian Forthuber
Martin Jakob
Erika Mata
Claudio Nageli
Janet Reyna
Giacomo Catenazzi
et al.
C1
Conference
2021
Data-driven statistical modelling of real energy use in modern Flemish single-family houses : a feasibility study
Matthias Van Hove
Mieke Deurinck
Wim Lameire
Jelle Laverge
Arnold Janssens
Marc Delghust
C1
Conference
2021
Global sensitivity analysis for large scale building energy models : importance of building stock size and convergence
Matthias Van Hove
Marc Delghust
Jelle Laverge
C1
Conference
2021
IAQ-prediction in multi-zone reduced order BES-models
Matthias Van Hove
Josué Borrajo Bastero
Elisa Van Kenhove
Marc Delghust
Jelle Laverge
C1
Conference
2021
Developing a common approach for classifying building stock energy models
J. Langevin
J. L. Reyna
S. Ebrahimigharehbaghi
N. Sandberg
P. Fennell
C. Nageli
Jelle Laverge
Marc Delghust
E. Mata
Matthias Van Hove
J. Webster
F. Federico
M. Jakob
C. Camarasa
et al.
A1
Journal Article
in
RENEWABLE & SUSTAINABLE ENERGY REVIEWS
2020
Design and operation of domestic hot water systems : optimisation using building energy simulation
Matthias Van Hove
Elisa Van Kenhove
Lien De Backer
Jelle Laverge
Arnold Janssens
C3
Conference
2019
Design and operation of domestic hot water systems : optimisation using building energy simulation
Matthias Van Hove
Elisa Van Kenhove
Lien De Backer
Jelle Laverge
Arnold Janssens
C1
Conference
2019
Legionella pneumophila on tap : optimising design of domestic hot water systems using building energy simulation
Elisa Van Kenhove
Matthias Van Hove
Arnold Janssens
Jelle Laverge
C1
Conference
2018