Data mining of building performance simulations comprising occupant behaviour modelling

Advances in Building Energy Research ◽

10.1080/17512549.2017.1421099 ◽

2018 ◽

Vol 13 (2) ◽

pp. 157-173 ◽

Author(s):

Quentin Darakdjian ◽

Sylvain Billé ◽

Christian Inard

Keyword(s):

Data Mining ◽

Building Performance ◽

Occupant Behaviour ◽

Behaviour Modelling

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Development and Application Implications of Enabling Occupant Behaviour Modelling Within Building Performance Simulation

Proceedings of Building Simulation 2019: 16th Conference of IBPSA ◽

10.26868/25222708.2019.210480 ◽

2020 ◽

Author(s):

Joe Clarke ◽

Andrew Cowie

Keyword(s):

Building Performance ◽

Occupant Behaviour ◽

Performance Simulation ◽

Building Performance Simulation ◽

Behaviour Modelling

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A stepwise approach for assessing the appropriate occupant behaviour modelling in building performance simulation

Journal of Building Performance Simulation ◽

10.1080/19401493.2020.1734660 ◽

2020 ◽

Vol 13 (3) ◽

pp. 362-377 ◽

Author(s):

Isabella Gaetani ◽

Pieter-Jan Hoes ◽

Jan L. M. Hensen

Keyword(s):

Building Performance ◽

Occupant Behaviour ◽

Performance Simulation ◽

Stepwise Approach ◽

Building Performance Simulation ◽

Behaviour Modelling

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A critical review on occupant behaviour modelling for building performance simulation of naturally ventilated school buildings and potential changes due to the COVID-19 pandemic

Energy and Buildings ◽

10.1016/j.enbuild.2022.111831 ◽

2022 ◽

pp. 111831

Author(s):

P.B. Franceschini ◽

L.O. Neves

Keyword(s):

Critical Review ◽

Building Performance ◽

School Buildings ◽

Occupant Behaviour ◽

Performance Simulation ◽

Building Performance Simulation ◽

Behaviour Modelling

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On the sensitivity to different aspects of occupant behaviour for selecting the appropriate modelling complexity in building performance predictions

Journal of Building Performance Simulation ◽

10.1080/19401493.2016.1260159 ◽

2016 ◽

Vol 10 (5-6) ◽

pp. 601-611 ◽

Author(s):

Isabella Gaetani ◽

Pieter-Jan Hoes ◽

Jan L.M. Hensen

Keyword(s):

Building Performance ◽

Occupant Behaviour ◽

Performance Predictions

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Data mining cubes for buildings, a generic framework for multidimensional analytics of building performance data

Energy and Buildings ◽

10.1016/j.enbuild.2021.111195 ◽

2021 ◽

pp. 111195

Author(s):

Julien Leprince ◽

Clayton Miller ◽

Wim Zeiler

Keyword(s):

Data Mining ◽

Performance Data ◽

Building Performance ◽

Generic Framework

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Renovation strategies for the Italian public housing stock: Applying building energy simulation and occupant behaviour modelling to support decision-making process

Energy and Buildings ◽

10.1016/j.enbuild.2018.02.028 ◽

2018 ◽

Vol 167 ◽

pp. 269-280 ◽

Author(s):

Angela Santangelo ◽

Da Yan ◽

Xiaohang Feng ◽

Simona Tondelli

Keyword(s):

Decision Making ◽

Public Housing ◽

Housing Stock ◽

Building Energy ◽

Energy Simulation ◽

Decision Making Process ◽

Building Energy Simulation ◽

Occupant Behaviour ◽

Behaviour Modelling ◽

Support Decision Making

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Predicting green building performance over time: data mining untapped information in LEED

Eco-Architecture III ◽

10.2495/arc100301 ◽

2010 ◽

Author(s):

A. Jeerage ◽

B. Erwine ◽

S. Mallory ◽

V. Agarwal

Keyword(s):

Data Mining ◽

Green Building ◽

Building Performance ◽

Time Data ◽

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On the simulation repetition and temporal discretization of stochastic occupant behaviour models in building performance simulation

Journal of Building Performance Simulation ◽

10.1080/19401493.2016.1236838 ◽

2016 ◽

Vol 10 (5-6) ◽

pp. 612-624 ◽

Author(s):

Xiaohang Feng ◽

Da Yan ◽

Chuang Wang

Keyword(s):

Building Performance ◽

Occupant Behaviour ◽

Performance Simulation ◽

Building Performance Simulation ◽

Temporal Discretization ◽

Behaviour Models

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Development of occupancy-integrated archetypes: Use of data mining clustering techniques to embed occupant behaviour profiles in archetypes

Energy and Buildings ◽

10.1016/j.enbuild.2019.05.056 ◽

2019 ◽

Vol 198 ◽

pp. 84-99 ◽

Author(s):

Giuseppina Buttitta ◽

William J.N. Turner ◽

Olivier Neu ◽

Donal P. Finn

Keyword(s):

Data Mining ◽

Occupant Behaviour ◽

Clustering Techniques ◽

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Understanding Occupant Behaviour in Islamic Homes to Close the Gap in Building Performance Simulation: A Case Study of Houses in Riyadh

Proceedings of Building Simulation 2019: 16th Conference of IBPSA ◽

10.26868/25222708.2019.210185 ◽

2020 ◽

Author(s):

Mohammed Aljammaz ◽

Tsung-Hsien Wang ◽

Chengzhi Peng

Keyword(s):

Building Performance ◽

Occupant Behaviour ◽

Performance Simulation ◽

Building Performance Simulation

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