Scheduling of the HVAC system in a real commercial building considering equipment cycling and rebound effects
Commercial buildings consume a large portion of energy and the heating, ventilation, and air conditioning (HVAC) system is the major contributor to this high consumption. Though there are many reported works on the optimal scheduling of HVAC systems, practical considerations such as equipment cyclin...
Ausführliche Beschreibung
Autor*in: |
Samy Faddel [verfasserIn] Qun Zhou Sun [verfasserIn] Guanyu Tian [verfasserIn] Alex Parlato [verfasserIn] |
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Format: |
E-Artikel |
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Sprache: |
Englisch |
Erschienen: |
2023 |
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Übergeordnetes Werk: |
In: Frontiers in Energy Research - Frontiers Media S.A., 2014, 11(2023) |
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Übergeordnetes Werk: |
volume:11 ; year:2023 |
Links: |
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DOI / URN: |
10.3389/fenrg.2023.1283369 |
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Katalog-ID: |
DOAJ096961724 |
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10.3389/fenrg.2023.1283369 doi (DE-627)DOAJ096961724 (DE-599)DOAJ90a6d07c94bc4b08bb7a6d036d61e013 DE-627 ger DE-627 rakwb eng Samy Faddel verfasserin aut Scheduling of the HVAC system in a real commercial building considering equipment cycling and rebound effects 2023 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Commercial buildings consume a large portion of energy and the heating, ventilation, and air conditioning (HVAC) system is the major contributor to this high consumption. Though there are many reported works on the optimal scheduling of HVAC systems, practical considerations such as equipment cycling and possible rebound effects are rarely considered. This paper provides insights into the optimal scheduling of the HVAC system in an actual 3-floor commercial building where the cycling and rebound effects are addressed in the optimization. The experimental results prove that energy cost reduction can be achieved while ensuring temperature comfort and longer life expectancy of the HVAC. The results also show that considering the cycling and rebounds will affect the potential cost reduction. commercial buildings HVAC data-driven models MILP demand response General Works A Qun Zhou Sun verfasserin aut Guanyu Tian verfasserin aut Alex Parlato verfasserin aut In Frontiers in Energy Research Frontiers Media S.A., 2014 11(2023) (DE-627)768576768 (DE-600)2733788-1 2296598X nnns volume:11 year:2023 https://doi.org/10.3389/fenrg.2023.1283369 kostenfrei https://doaj.org/article/90a6d07c94bc4b08bb7a6d036d61e013 kostenfrei https://www.frontiersin.org/articles/10.3389/fenrg.2023.1283369/full kostenfrei https://doaj.org/toc/2296-598X Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2003 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 11 2023 |
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10.3389/fenrg.2023.1283369 doi (DE-627)DOAJ096961724 (DE-599)DOAJ90a6d07c94bc4b08bb7a6d036d61e013 DE-627 ger DE-627 rakwb eng Samy Faddel verfasserin aut Scheduling of the HVAC system in a real commercial building considering equipment cycling and rebound effects 2023 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Commercial buildings consume a large portion of energy and the heating, ventilation, and air conditioning (HVAC) system is the major contributor to this high consumption. Though there are many reported works on the optimal scheduling of HVAC systems, practical considerations such as equipment cycling and possible rebound effects are rarely considered. This paper provides insights into the optimal scheduling of the HVAC system in an actual 3-floor commercial building where the cycling and rebound effects are addressed in the optimization. The experimental results prove that energy cost reduction can be achieved while ensuring temperature comfort and longer life expectancy of the HVAC. The results also show that considering the cycling and rebounds will affect the potential cost reduction. commercial buildings HVAC data-driven models MILP demand response General Works A Qun Zhou Sun verfasserin aut Guanyu Tian verfasserin aut Alex Parlato verfasserin aut In Frontiers in Energy Research Frontiers Media S.A., 2014 11(2023) (DE-627)768576768 (DE-600)2733788-1 2296598X nnns volume:11 year:2023 https://doi.org/10.3389/fenrg.2023.1283369 kostenfrei https://doaj.org/article/90a6d07c94bc4b08bb7a6d036d61e013 kostenfrei https://www.frontiersin.org/articles/10.3389/fenrg.2023.1283369/full kostenfrei https://doaj.org/toc/2296-598X Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2003 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 11 2023 |
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10.3389/fenrg.2023.1283369 doi (DE-627)DOAJ096961724 (DE-599)DOAJ90a6d07c94bc4b08bb7a6d036d61e013 DE-627 ger DE-627 rakwb eng Samy Faddel verfasserin aut Scheduling of the HVAC system in a real commercial building considering equipment cycling and rebound effects 2023 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Commercial buildings consume a large portion of energy and the heating, ventilation, and air conditioning (HVAC) system is the major contributor to this high consumption. Though there are many reported works on the optimal scheduling of HVAC systems, practical considerations such as equipment cycling and possible rebound effects are rarely considered. This paper provides insights into the optimal scheduling of the HVAC system in an actual 3-floor commercial building where the cycling and rebound effects are addressed in the optimization. The experimental results prove that energy cost reduction can be achieved while ensuring temperature comfort and longer life expectancy of the HVAC. The results also show that considering the cycling and rebounds will affect the potential cost reduction. commercial buildings HVAC data-driven models MILP demand response General Works A Qun Zhou Sun verfasserin aut Guanyu Tian verfasserin aut Alex Parlato verfasserin aut In Frontiers in Energy Research Frontiers Media S.A., 2014 11(2023) (DE-627)768576768 (DE-600)2733788-1 2296598X nnns volume:11 year:2023 https://doi.org/10.3389/fenrg.2023.1283369 kostenfrei https://doaj.org/article/90a6d07c94bc4b08bb7a6d036d61e013 kostenfrei https://www.frontiersin.org/articles/10.3389/fenrg.2023.1283369/full kostenfrei https://doaj.org/toc/2296-598X Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2003 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 11 2023 |
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10.3389/fenrg.2023.1283369 doi (DE-627)DOAJ096961724 (DE-599)DOAJ90a6d07c94bc4b08bb7a6d036d61e013 DE-627 ger DE-627 rakwb eng Samy Faddel verfasserin aut Scheduling of the HVAC system in a real commercial building considering equipment cycling and rebound effects 2023 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Commercial buildings consume a large portion of energy and the heating, ventilation, and air conditioning (HVAC) system is the major contributor to this high consumption. Though there are many reported works on the optimal scheduling of HVAC systems, practical considerations such as equipment cycling and possible rebound effects are rarely considered. This paper provides insights into the optimal scheduling of the HVAC system in an actual 3-floor commercial building where the cycling and rebound effects are addressed in the optimization. The experimental results prove that energy cost reduction can be achieved while ensuring temperature comfort and longer life expectancy of the HVAC. The results also show that considering the cycling and rebounds will affect the potential cost reduction. commercial buildings HVAC data-driven models MILP demand response General Works A Qun Zhou Sun verfasserin aut Guanyu Tian verfasserin aut Alex Parlato verfasserin aut In Frontiers in Energy Research Frontiers Media S.A., 2014 11(2023) (DE-627)768576768 (DE-600)2733788-1 2296598X nnns volume:11 year:2023 https://doi.org/10.3389/fenrg.2023.1283369 kostenfrei https://doaj.org/article/90a6d07c94bc4b08bb7a6d036d61e013 kostenfrei https://www.frontiersin.org/articles/10.3389/fenrg.2023.1283369/full kostenfrei https://doaj.org/toc/2296-598X Journal toc kostenfrei GBV_USEFLAG_A SYSFLAG_A GBV_DOAJ GBV_ILN_11 GBV_ILN_20 GBV_ILN_22 GBV_ILN_23 GBV_ILN_24 GBV_ILN_31 GBV_ILN_39 GBV_ILN_40 GBV_ILN_60 GBV_ILN_62 GBV_ILN_63 GBV_ILN_65 GBV_ILN_69 GBV_ILN_70 GBV_ILN_73 GBV_ILN_95 GBV_ILN_105 GBV_ILN_110 GBV_ILN_151 GBV_ILN_161 GBV_ILN_170 GBV_ILN_213 GBV_ILN_230 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_2003 GBV_ILN_2014 GBV_ILN_4012 GBV_ILN_4037 GBV_ILN_4112 GBV_ILN_4125 GBV_ILN_4126 GBV_ILN_4249 GBV_ILN_4305 GBV_ILN_4306 GBV_ILN_4307 GBV_ILN_4313 GBV_ILN_4322 GBV_ILN_4323 GBV_ILN_4324 GBV_ILN_4325 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4700 AR 11 2023 |
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Scheduling of the HVAC system in a real commercial building considering equipment cycling and rebound effects commercial buildings HVAC data-driven models MILP demand response |
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scheduling of the hvac system in a real commercial building considering equipment cycling and rebound effects |
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Scheduling of the HVAC system in a real commercial building considering equipment cycling and rebound effects |
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Commercial buildings consume a large portion of energy and the heating, ventilation, and air conditioning (HVAC) system is the major contributor to this high consumption. Though there are many reported works on the optimal scheduling of HVAC systems, practical considerations such as equipment cycling and possible rebound effects are rarely considered. This paper provides insights into the optimal scheduling of the HVAC system in an actual 3-floor commercial building where the cycling and rebound effects are addressed in the optimization. The experimental results prove that energy cost reduction can be achieved while ensuring temperature comfort and longer life expectancy of the HVAC. The results also show that considering the cycling and rebounds will affect the potential cost reduction. |
abstractGer |
Commercial buildings consume a large portion of energy and the heating, ventilation, and air conditioning (HVAC) system is the major contributor to this high consumption. Though there are many reported works on the optimal scheduling of HVAC systems, practical considerations such as equipment cycling and possible rebound effects are rarely considered. This paper provides insights into the optimal scheduling of the HVAC system in an actual 3-floor commercial building where the cycling and rebound effects are addressed in the optimization. The experimental results prove that energy cost reduction can be achieved while ensuring temperature comfort and longer life expectancy of the HVAC. The results also show that considering the cycling and rebounds will affect the potential cost reduction. |
abstract_unstemmed |
Commercial buildings consume a large portion of energy and the heating, ventilation, and air conditioning (HVAC) system is the major contributor to this high consumption. Though there are many reported works on the optimal scheduling of HVAC systems, practical considerations such as equipment cycling and possible rebound effects are rarely considered. This paper provides insights into the optimal scheduling of the HVAC system in an actual 3-floor commercial building where the cycling and rebound effects are addressed in the optimization. The experimental results prove that energy cost reduction can be achieved while ensuring temperature comfort and longer life expectancy of the HVAC. The results also show that considering the cycling and rebounds will affect the potential cost reduction. |
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score |
7.4004736 |