Machine learning based multi-objective optimisation of energy consumption, thermal comfort and CO2 concentration in energy-efficient naturally ventilated residential dwellings

Divyanshu Sood; Ibrahim Alhindawi; Usman Ali; Donal Finn; James A. McGrath; Miriam A. Byrne; James O'Donnell

doi:10.1016/j.buildenv.2024.112255

Machine learning based multi-objective optimisation of energy consumption, thermal comfort and CO2 concentration in energy-efficient naturally ventilated residential dwellings

Divyanshu Sood, Ibrahim Alhindawi, Usman Ali, Donal Finn, James A. McGrath, Miriam A. Byrne, James O'Donnell

Physics

Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review

Original language	English
Journal	Building and Environment
DOIs	https://doi.org/10.1016/j.buildenv.2024.112255
Publication status	Published - Jan 2025

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This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1016/j.buildenv.2024.112255

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@article{62d69c2f574c469097424ab4b5f92149,

title = "Machine learning based multi-objective optimisation of energy consumption, thermal comfort and CO2 concentration in energy-efficient naturally ventilated residential dwellings",

author = "Divyanshu Sood and Ibrahim Alhindawi and Usman Ali and Donal Finn and McGrath, \{James A.\} and Byrne, \{Miriam A.\} and James O'Donnell",

year = "2025",

month = jan,

doi = "10.1016/j.buildenv.2024.112255",

language = "English",

journal = "Building and Environment",

issn = "0360-1323",

publisher = "Elsevier B.V.",

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TY - JOUR

T1 - Machine learning based multi-objective optimisation of energy consumption, thermal comfort and CO2 concentration in energy-efficient naturally ventilated residential dwellings

AU - Sood, Divyanshu

AU - Alhindawi, Ibrahim

AU - Ali, Usman

AU - Finn, Donal

AU - McGrath, James A.

AU - Byrne, Miriam A.

AU - O'Donnell, James

PY - 2025/1

Y1 - 2025/1

UR - http://dx.doi.org/10.1016/j.buildenv.2024.112255

U2 - 10.1016/j.buildenv.2024.112255

DO - 10.1016/j.buildenv.2024.112255

M3 - Article

SN - 0360-1323

JO - Building and Environment

JF - Building and Environment

ER -

Machine learning based multi-objective optimisation of energy consumption, thermal comfort and CO2 concentration in energy-efficient naturally ventilated residential dwellings

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