A review of uncertainty analysis in building energy assessment

W Tian, Y Heo, P De Wilde, Z Li, D Yan, CS Park… - … and Sustainable Energy …, 2018 - Elsevier
Uncertainty analysis in building energy assessment has become an active research field
because a number of factors influencing energy use in buildings are inherently uncertain …

Rethinking the role of occupant behavior in building energy performance: A review

Y Zhang, X Bai, FP Mills, JCV Pezzey - Energy and Buildings, 2018 - Elsevier
Technology alone will not achieve building energy conservation goals, and humans and
their energy-related behavior in buildings must be included in energy performance efforts …

Data-driven model predictive control using random forests for building energy optimization and climate control

F Smarra, A Jain, T De Rubeis, D Ambrosini… - Applied energy, 2018 - Elsevier
Abstract Model Predictive Control (MPC) is a model-based technique widely and
successfully used over the past years to improve control systems performance. A key factor …

[HTML][HTML] Leveraging digital twin for sustainability assessment of an educational building

LC Tagliabue, FR Cecconi, S Maltese, S Rinaldi… - Sustainability, 2021 - mdpi.com
The EU Green Deal, beginning in 2019, promoted a roadmap for operating the transition to a
sustainable EU economy by turning climate issues and environmental challenges into …

Energy efficiency, demand side management and energy storage technologies–A critical analysis of possible paths of integration in the built environment

L Tronchin, M Manfren, B Nastasi - Renewable and Sustainable Energy …, 2018 - Elsevier
The transition towards energy systems characterized by high share of weather dependent
renewable energy sources poses the problem of balancing the mismatch between inflexible …

Data driven indoor air quality prediction in educational facilities based on IoT network

LC Tagliabue, FR Cecconi, S Rinaldi, ALC Ciribini - Energy and Buildings, 2021 - Elsevier
The approach to the built environment as a container of human activities has been severely
outdated with a new vision that puts the user, his/her well-being and his/her experience, at …

Occupant-centric urban building energy modeling: Approaches, inputs, and data sources-A review

S Dabirian, K Panchabikesan, U Eicker - Energy and buildings, 2022 - Elsevier
Occupant-related inputs are significant parameters that influence energy simulation
accuracy at both the building and urban levels. In most previous research works, fixed …

BIM-based approach for optimizing life cycle costs of sustainable buildings

M Marzouk, S Azab, M Metawie - Journal of cleaner production, 2018 - Elsevier
This paper proposes a framework that integrates Building Information Modeling (BIM) with
Genetic Algorithm Optimization and Monte-Carlo Simulation. The developed framework …

[HTML][HTML] Magnitude, causes, and solutions of the performance gap of buildings: A review

X Shi, B Si, J Zhao, Z Tian, C Wang, X Jin, X Zhou - Sustainability, 2019 - mdpi.com
The performance gap of buildings is commonly defined as the difference between the
performance value predicted in the design stage and that measured in the post-occupancy …

[HTML][HTML] Energy modelling and analytics in the built environment—A review of their role for energy transitions in the construction sector

M Manfren, M Sibilla, L Tronchin - Energies, 2021 - mdpi.com
Decarbonisation and efficiency goals set as a response to global warming issue require
appropriate decision-making strategies to promote an effective and timely change in energy …