Identification And 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 (AC). In this work, we address the identification problem of the parameters of an ag...

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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/1970/1/identification_and_weather_sensitivity_o_el_ferik_isi_000238351000009.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/1970/1/identification_and_weather_sensitivity_o_el_ferik_isi_000238351000009.pdf
Identification And Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study. ENERGY AND BUILDINGs, 38. pp. 997-1005.
dc.language.none.fl_str_mv en
dc.publisher.none.fl_str_mv ELSEVIER SCIENCE SA
dc.relation.none.fl_str_mv https://eprints.kfupm.edu.sa/id/eprint/1970/
dc.rights.*.fl_str_mv info:eu-repo/semantics/openAccess
dc.subject.none.fl_str_mv Systems
dc.title.none.fl_str_mv Identification And 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 (AC). In this work, we address the identification problem of the parameters of an aggregated elemental physically based model representing a housing unit with an AC system. The identification is done to validate the model using a pilothouse 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. The results indicate that the physically based model succeeded to capture the effects of the outdoor conditions. (c) 2005 Elsevier B.V. All rights reserved.
eu_rights_str_mv openAccess
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identifier_str_mv Identification And Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study. ENERGY AND BUILDINGs, 38. pp. 997-1005.
language_invalid_str_mv en
network_acronym_str KFUPM
network_name_str King Fahd University of Petroleum and Minerals
oai_identifier_str oai::1970
publishDate 2020
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spelling Identification And 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 (AC). In this work, we address the identification problem of the parameters of an aggregated elemental physically based model representing a housing unit with an AC system. The identification is done to validate the model using a pilothouse 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. The results indicate that the physically based model succeeded to capture the effects of the outdoor conditions. (c) 2005 Elsevier B.V. All rights reserved.ELSEVIER SCIENCE SAArticlePeerReviewedinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://eprints.kfupm.edu.sa/id/eprint/1970/1/identification_and_weather_sensitivity_o_el_ferik_isi_000238351000009.pdf Identification And Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study. ENERGY AND BUILDINGs, 38. pp. 997-1005. enhttps://eprints.kfupm.edu.sa/id/eprint/1970/2020info:eu-repo/semantics/openAccessoai::19702019-11-01T13:29:59Z
spellingShingle Identification And 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 Identification And Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study
title_full Identification And Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study
title_fullStr Identification And Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study
title_full_unstemmed Identification And Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study
title_short Identification And Weather Sensitivity Of Physically Based Model Of Residential Air-Conditioners For Direct Load Control: A Case Study
title_sort Identification And 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/1970/1/identification_and_weather_sensitivity_o_el_ferik_isi_000238351000009.pdf