Towards a general framework for an observation and knowledge based model of occupant behaviour in office buildings

This paper proposes a new general approach based on Bayesian networks to model the human behaviour. This approach represents human behaviour withprobabilistic cause-effect relations based not only on previous works, but also with conditional probabilities coming either from expert knowledge or deduc...

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Veröffentlicht in:arXiv.org 2015-10
Hauptverfasser: Tijani, Khadija, Ngo, Dung, Ploix, Stephane, Haas, Benjamin, Dugdale, Julie
Format: Artikel
Sprache:eng
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Zusammenfassung:This paper proposes a new general approach based on Bayesian networks to model the human behaviour. This approach represents human behaviour withprobabilistic cause-effect relations based not only on previous works, but also with conditional probabilities coming either from expert knowledge or deduced from observations. The approach has been used in the co-simulation of building physics and human behaviour in order to assess the CO 2 concentration in an office.
ISSN:2331-8422