Gaining insights into dwelling characteristics using machine learning for policy making on nearly zero-energy buildings with the use of smart meter and weather data

Machine learning models have proven to be reliable methods in classification tasks. However, little research has been conducted on the classification of dwelling characteristics based on smart...

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3 jaar geleden
Trends in Digital twinning for operation and maintenance in non-residential buildings

With the organizational and monitoring processes having been progressively transferred to digital for decades, digital devices are increasingly applied on the market of building design and...

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3 jaar geleden
Introduction to digital twins, models and parameter estimation

The report introduces the concept of digital twins in the built environment. It identifies that data and models that feed on this data are crucial for building a digital twin. The models are...

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3 jaar geleden
Advanced monitoring and evaluation of social housing renovations

Dutch social housing associations own 2.4 million dwellings, which is one third of the housing stock in the Netherlands. Their renovation strategies towards a CO2 neutral built environment in 2050...

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3 jaar geleden
The energy performance of dwellings of Dutch non-profit housing associations: modelling actual energy consumption

In Europe, the energy performance of dwellings is measured using theoretical building energy models based on the Energy Performance of Buildings Directive (EPBD), which estimates the energy...

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3 jaar geleden
Monitoring energy performance improvement: insights from Dutch housing association dwellings

The Energy Performance of Buildings Directive (EPBD) enhanced the sustainable improvement of dwellings in the European Union. Member states formulated measurable goals to improve the housing...

Profielfoto van Sarah Marchionda
3 jaar geleden