Air conditioner consumption optimization in an office building considering user comfort

Rapid growth of energy consumption in last decades, made the world persuaded to energy optimization and management. Therefore, producers and prosumers should be equipped with the automation infrastructures to perform the management programs, like demand response. Office buildings are considering as...

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Main Authors: Mahsa Khorram, Pedro Faria, Omid Abrishambaf, Zita Vale
Format: Article
Language:English
Published: Elsevier 2020-02-01
Series:Energy Reports
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484719306201
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spelling doaj-3778e453efc143be94c0b9e55679dae42020-11-25T03:03:18ZengElsevierEnergy Reports2352-48472020-02-016120126Air conditioner consumption optimization in an office building considering user comfortMahsa Khorram0Pedro Faria1Omid Abrishambaf2Zita Vale3IPP - Polytechnic Institute of Porto, Porto, PortugalCorresponding author.; IPP - Polytechnic Institute of Porto, Porto, PortugalIPP - Polytechnic Institute of Porto, Porto, PortugalIPP - Polytechnic Institute of Porto, Porto, PortugalRapid growth of energy consumption in last decades, made the world persuaded to energy optimization and management. Therefore, producers and prosumers should be equipped with the automation infrastructures to perform the management programs, like demand response. Office buildings are considering as a proper case for implementing energy consumption minimization since they are responsible for a huge portion of total energy consumption. This paper proposes a multi-period optimization algorithm implemented in Supervisory Control and Data Acquisition system of an office building. The developed optimization algorithm is an efficient solution considered for minimizing the power consumption of air conditioners by considering the user comfort constraints. A case study with several scenarios is implemented to verify the performance of proposed algorithm in real life using real data of the building. The obtained results show the impacts of different comfort constraints of algorithm while the main target of the optimization has been reached. Keywords: Multi-period optimization, Air conditioner, User comfort, SCADA system, Office buildinghttp://www.sciencedirect.com/science/article/pii/S2352484719306201
collection DOAJ
language English
format Article
sources DOAJ
author Mahsa Khorram
Pedro Faria
Omid Abrishambaf
Zita Vale
spellingShingle Mahsa Khorram
Pedro Faria
Omid Abrishambaf
Zita Vale
Air conditioner consumption optimization in an office building considering user comfort
Energy Reports
author_facet Mahsa Khorram
Pedro Faria
Omid Abrishambaf
Zita Vale
author_sort Mahsa Khorram
title Air conditioner consumption optimization in an office building considering user comfort
title_short Air conditioner consumption optimization in an office building considering user comfort
title_full Air conditioner consumption optimization in an office building considering user comfort
title_fullStr Air conditioner consumption optimization in an office building considering user comfort
title_full_unstemmed Air conditioner consumption optimization in an office building considering user comfort
title_sort air conditioner consumption optimization in an office building considering user comfort
publisher Elsevier
series Energy Reports
issn 2352-4847
publishDate 2020-02-01
description Rapid growth of energy consumption in last decades, made the world persuaded to energy optimization and management. Therefore, producers and prosumers should be equipped with the automation infrastructures to perform the management programs, like demand response. Office buildings are considering as a proper case for implementing energy consumption minimization since they are responsible for a huge portion of total energy consumption. This paper proposes a multi-period optimization algorithm implemented in Supervisory Control and Data Acquisition system of an office building. The developed optimization algorithm is an efficient solution considered for minimizing the power consumption of air conditioners by considering the user comfort constraints. A case study with several scenarios is implemented to verify the performance of proposed algorithm in real life using real data of the building. The obtained results show the impacts of different comfort constraints of algorithm while the main target of the optimization has been reached. Keywords: Multi-period optimization, Air conditioner, User comfort, SCADA system, Office building
url http://www.sciencedirect.com/science/article/pii/S2352484719306201
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AT omidabrishambaf airconditionerconsumptionoptimizationinanofficebuildingconsideringusercomfort
AT zitavale airconditionerconsumptionoptimizationinanofficebuildingconsideringusercomfort
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