Linking design and operation phase energy performance analysis through regression-based approaches

M Manfren, B Nastasi, L Tronchin - Frontiers in Energy Research, 2020 - frontiersin.org
The reduction of energy usage and environmental impact of the built environment and
construction industry is crucial for sustainability on a global scale. We are working towards …

Parametric performance analysis and energy model calibration workflow integration—A scalable approach for buildings

M Manfren, B Nastasi - Energies, 2020 - mdpi.com
High efficiency paradigms and rigorous normative standards for new and existing buildings
are fundamental components of sustainability and energy transitions strategies today …

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 …

Managing energy performance in buildings from design to operation using modelling and calibration

N Jain, E Burman, D Mumovic… - Building Services …, 2021 - journals.sagepub.com
To manage the concerns regarding the energy performance gap in buildings, a structured
and longitudinal performance assessment of buildings, covering design through to …

A taxonomy of data types and data collection methods for building energy monitoring and performance simulation

BRK Mantha, CC Menassa… - Advances in Building …, 2016 - Taylor & Francis
Buildings contribute a major component of the world's total energy consumption. During the
design phase, building energy simulation models can be used to predict building …

Building information model based energy/exergy performance assessment in early design stages

A Schlueter, F Thesseling - Automation in construction, 2009 - Elsevier
Due to the rising awareness of climate change and resulting building regulations worldwide,
building designers increasingly have to consider the energy performance of their building …

Data-driven building energy modelling–An analysis of the potential for generalisation through interpretable machine learning

M Manfren, PAB James, L Tronchin - Renewable and Sustainable Energy …, 2022 - Elsevier
Data-driven building energy modelling techniques have proven to be effective in multiple
applications. However, the debate around the possibility of generalisation is open …

[HTML][HTML] Parametric energy performance analysis and monitoring of buildings—HEART project platform case study

M Manfren, N Aste, F Leonforte, C Del Pero… - Sustainable Cities and …, 2020 - Elsevier
Building performance analysis changed the way in which buildings are designed and
operated. The evaluation of different design and operation options is becoming more …

Data and analytics to inform energy retrofit of high performance buildings

T Hong, L Yang, D Hill, W Feng - Applied Energy, 2014 - Elsevier
Buildings consume more than one-third of the world's primary energy. Reducing energy use
in buildings with energy efficient technologies is feasible and also driven by energy policies …

Energy profiling in the life‐cycle assessment of buildings

T Crosbie, N Dawood, J Dean - Management of Environmental …, 2010 - emerald.com
Purpose–Building energy performance is a key element when assessing the sustainability,
or otherwise, of the built environment. However, the prescriptive nature of current …