Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study

In most electricity systems the residential sector is one of the main contributors to system peaks. Hot and humid summer seasons lead to a significant proportion of the supplied power being used on air-conditioning. In this work, we address the identification problem of the parameters of an aggregat...

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محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: El-Ferik, S (author)
مؤلفون آخرون: Hussain, SA (author), AL-Sunni, Fouad (author), unknown (author)
التنسيق: article
منشور في: 2020
الموضوعات:
الوصول للمادة أونلاين:https://eprints.kfupm.edu.sa/id/eprint/2024/1/weather_sensitivity_of_physically_based__el_ferik_isip_000228521700033.pdf
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author El-Ferik, S
author2 Hussain, SA
AL-Sunni, Fouad
unknown
author2_role author
author
author
author_facet El-Ferik, S
Hussain, SA
AL-Sunni, Fouad
unknown
author_role author
dc.creator.none.fl_str_mv El-Ferik, S
Hussain, SA
AL-Sunni, Fouad
unknown
dc.date.*.fl_str_mv 2020
dc.format.none.fl_str_mv application/pdf
dc.identifier.none.fl_str_mv https://eprints.kfupm.edu.sa/id/eprint/2024/1/weather_sensitivity_of_physically_based__el_ferik_isip_000228521700033.pdf
Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study. PROCEEDINGS OF THE IASTED INTERNATIONAL CONFERENCE ON APPLIED. pp. 189-194.
dc.language.none.fl_str_mv en
dc.publisher.none.fl_str_mv ACTA PRESS,
dc.relation.none.fl_str_mv https://eprints.kfupm.edu.sa/id/eprint/2024/
dc.rights.*.fl_str_mv info:eu-repo/semantics/openAccess
dc.subject.none.fl_str_mv Systems
dc.title.none.fl_str_mv Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study
dc.type.none.fl_str_mv Article
PeerReviewed
info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
description In most electricity systems the residential sector is one of the main contributors to system peaks. Hot and humid summer seasons lead to a significant proportion of the supplied power being used on air-conditioning. In this work, we address the identification problem of the parameters of an aggregated elemental physically based model representing a housing unit with an A/C system. The identification is done to validate the model using a pilot house equipped with an independent air conditioner system. An online maximum likelihood based-identification algorithm is developed.The required hardware and system instrumentation are detailed. A sensitivity analysis study of the model for variations in humidity and solar radiation is also reported. Results reveals that the physically based model succeed to capture the effect of the outdoor weather conditions. The equivalent model identified under different humidity and ambient temperature represents the real load perceived by the utility.
eu_rights_str_mv openAccess
format article
id KFUPM_1986e736334ef2276b00ee29b2f0a266
identifier_str_mv Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study. PROCEEDINGS OF THE IASTED INTERNATIONAL CONFERENCE ON APPLIED. pp. 189-194.
language_invalid_str_mv en
network_acronym_str KFUPM
network_name_str King Fahd University of Petroleum and Minerals
oai_identifier_str oai::2024
publishDate 2020
publisher.none.fl_str_mv ACTA PRESS,
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repository.name.fl_str_mv
repository_id_str
spelling Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case StudyEl-Ferik, SHussain, SAAL-Sunni, FouadunknownSystemsIn most electricity systems the residential sector is one of the main contributors to system peaks. Hot and humid summer seasons lead to a significant proportion of the supplied power being used on air-conditioning. In this work, we address the identification problem of the parameters of an aggregated elemental physically based model representing a housing unit with an A/C system. The identification is done to validate the model using a pilot house equipped with an independent air conditioner system. An online maximum likelihood based-identification algorithm is developed.The required hardware and system instrumentation are detailed. A sensitivity analysis study of the model for variations in humidity and solar radiation is also reported. Results reveals that the physically based model succeed to capture the effect of the outdoor weather conditions. The equivalent model identified under different humidity and ambient temperature represents the real load perceived by the utility.ACTA PRESS,ArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://eprints.kfupm.edu.sa/id/eprint/2024/1/weather_sensitivity_of_physically_based__el_ferik_isip_000228521700033.pdf Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study. PROCEEDINGS OF THE IASTED INTERNATIONAL CONFERENCE ON APPLIED. pp. 189-194. enhttps://eprints.kfupm.edu.sa/id/eprint/2024/2020info:eu-repo/semantics/openAccessoai::20242019-11-01T13:30:19Z
spellingShingle Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study
El-Ferik, S
Systems
status_str publishedVersion
title Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study
title_full Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study
title_fullStr Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study
title_full_unstemmed Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study
title_short Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study
title_sort Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study
topic Systems
url https://eprints.kfupm.edu.sa/id/eprint/2024/1/weather_sensitivity_of_physically_based__el_ferik_isip_000228521700033.pdf