A review on the mathematical models of thermostatically controlled load
Abstract Thermostatically controlled load (TCL) contributes a relatively higher proportion of energy consumption. Its mathematical models can be used for quantifying the real-time supply and demand balance between the power generations and load systems. The relevant studies have received great atten...
Ausführliche Beschreibung
Autor*in: |
Tian, Xiaoyu [verfasserIn] Liu, Lin [verfasserIn] Shen, Ganhua [verfasserIn] |
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E-Artikel |
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Sprache: |
Englisch |
Erschienen: |
2024 |
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Schlagwörter: |
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Anmerkung: |
© The Author(s) 2024 |
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Übergeordnetes Werk: |
Enthalten in: Architectural Intelligence - Springer Nature Singapore, 2022, 3(2024), 1 vom: 29. Sept. |
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Übergeordnetes Werk: |
volume:3 ; year:2024 ; number:1 ; day:29 ; month:09 |
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DOI / URN: |
10.1007/s44223-024-00075-y |
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10.1007/s44223-024-00075-y doi (DE-627)SPR057521204 (SPR)s44223-024-00075-y-e DE-627 ger DE-627 rakwb eng Tian, Xiaoyu verfasserin aut A review on the mathematical models of thermostatically controlled load 2024 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © The Author(s) 2024 Abstract Thermostatically controlled load (TCL) contributes a relatively higher proportion of energy consumption. Its mathematical models can be used for quantifying the real-time supply and demand balance between the power generations and load systems. The relevant studies have received great attention with the development of smart grids in recent years. This study mainly presented the development of TCL mathematical models from a single model to aggregated models. Finally, the advantages of these models were compared and analyzed based on the simulation results. This study could provide a theoretical basis for the applications of TCLs in the supply and demand balances. Thermostatically controlled loads (dpeaa)DE-He213 Mathematical model (dpeaa)DE-He213 Direct load control (dpeaa)DE-He213 Supply and demand balance (dpeaa)DE-He213 Liu, Lin verfasserin aut Shen, Ganhua verfasserin aut Enthalten in Architectural Intelligence Springer Nature Singapore, 2022 3(2024), 1 vom: 29. Sept. (DE-627)1811827098 2731-6726 nnns volume:3 year:2024 number:1 day:29 month:09 https://dx.doi.org/10.1007/s44223-024-00075-y X:SPRINGER Resolving-System kostenfrei Volltext SYSFLAG_0 GBV_SPRINGER 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_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_138 GBV_ILN_151 GBV_ILN_152 GBV_ILN_161 GBV_ILN_170 GBV_ILN_187 GBV_ILN_213 GBV_ILN_230 GBV_ILN_250 GBV_ILN_281 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2014 GBV_ILN_2050 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_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4392 GBV_ILN_4700 AR 3 2024 1 29 09 |
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10.1007/s44223-024-00075-y doi (DE-627)SPR057521204 (SPR)s44223-024-00075-y-e DE-627 ger DE-627 rakwb eng Tian, Xiaoyu verfasserin aut A review on the mathematical models of thermostatically controlled load 2024 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © The Author(s) 2024 Abstract Thermostatically controlled load (TCL) contributes a relatively higher proportion of energy consumption. Its mathematical models can be used for quantifying the real-time supply and demand balance between the power generations and load systems. The relevant studies have received great attention with the development of smart grids in recent years. This study mainly presented the development of TCL mathematical models from a single model to aggregated models. Finally, the advantages of these models were compared and analyzed based on the simulation results. This study could provide a theoretical basis for the applications of TCLs in the supply and demand balances. Thermostatically controlled loads (dpeaa)DE-He213 Mathematical model (dpeaa)DE-He213 Direct load control (dpeaa)DE-He213 Supply and demand balance (dpeaa)DE-He213 Liu, Lin verfasserin aut Shen, Ganhua verfasserin aut Enthalten in Architectural Intelligence Springer Nature Singapore, 2022 3(2024), 1 vom: 29. Sept. (DE-627)1811827098 2731-6726 nnns volume:3 year:2024 number:1 day:29 month:09 https://dx.doi.org/10.1007/s44223-024-00075-y X:SPRINGER Resolving-System kostenfrei Volltext SYSFLAG_0 GBV_SPRINGER 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_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_138 GBV_ILN_151 GBV_ILN_152 GBV_ILN_161 GBV_ILN_170 GBV_ILN_187 GBV_ILN_213 GBV_ILN_230 GBV_ILN_250 GBV_ILN_281 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2014 GBV_ILN_2050 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_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4392 GBV_ILN_4700 AR 3 2024 1 29 09 |
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10.1007/s44223-024-00075-y doi (DE-627)SPR057521204 (SPR)s44223-024-00075-y-e DE-627 ger DE-627 rakwb eng Tian, Xiaoyu verfasserin aut A review on the mathematical models of thermostatically controlled load 2024 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © The Author(s) 2024 Abstract Thermostatically controlled load (TCL) contributes a relatively higher proportion of energy consumption. Its mathematical models can be used for quantifying the real-time supply and demand balance between the power generations and load systems. The relevant studies have received great attention with the development of smart grids in recent years. This study mainly presented the development of TCL mathematical models from a single model to aggregated models. Finally, the advantages of these models were compared and analyzed based on the simulation results. This study could provide a theoretical basis for the applications of TCLs in the supply and demand balances. Thermostatically controlled loads (dpeaa)DE-He213 Mathematical model (dpeaa)DE-He213 Direct load control (dpeaa)DE-He213 Supply and demand balance (dpeaa)DE-He213 Liu, Lin verfasserin aut Shen, Ganhua verfasserin aut Enthalten in Architectural Intelligence Springer Nature Singapore, 2022 3(2024), 1 vom: 29. Sept. (DE-627)1811827098 2731-6726 nnns volume:3 year:2024 number:1 day:29 month:09 https://dx.doi.org/10.1007/s44223-024-00075-y X:SPRINGER Resolving-System kostenfrei Volltext SYSFLAG_0 GBV_SPRINGER 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_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_138 GBV_ILN_151 GBV_ILN_152 GBV_ILN_161 GBV_ILN_170 GBV_ILN_187 GBV_ILN_213 GBV_ILN_230 GBV_ILN_250 GBV_ILN_281 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2014 GBV_ILN_2050 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_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4392 GBV_ILN_4700 AR 3 2024 1 29 09 |
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10.1007/s44223-024-00075-y doi (DE-627)SPR057521204 (SPR)s44223-024-00075-y-e DE-627 ger DE-627 rakwb eng Tian, Xiaoyu verfasserin aut A review on the mathematical models of thermostatically controlled load 2024 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © The Author(s) 2024 Abstract Thermostatically controlled load (TCL) contributes a relatively higher proportion of energy consumption. Its mathematical models can be used for quantifying the real-time supply and demand balance between the power generations and load systems. The relevant studies have received great attention with the development of smart grids in recent years. This study mainly presented the development of TCL mathematical models from a single model to aggregated models. Finally, the advantages of these models were compared and analyzed based on the simulation results. This study could provide a theoretical basis for the applications of TCLs in the supply and demand balances. Thermostatically controlled loads (dpeaa)DE-He213 Mathematical model (dpeaa)DE-He213 Direct load control (dpeaa)DE-He213 Supply and demand balance (dpeaa)DE-He213 Liu, Lin verfasserin aut Shen, Ganhua verfasserin aut Enthalten in Architectural Intelligence Springer Nature Singapore, 2022 3(2024), 1 vom: 29. Sept. (DE-627)1811827098 2731-6726 nnns volume:3 year:2024 number:1 day:29 month:09 https://dx.doi.org/10.1007/s44223-024-00075-y X:SPRINGER Resolving-System kostenfrei Volltext SYSFLAG_0 GBV_SPRINGER 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_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_138 GBV_ILN_151 GBV_ILN_152 GBV_ILN_161 GBV_ILN_170 GBV_ILN_187 GBV_ILN_213 GBV_ILN_230 GBV_ILN_250 GBV_ILN_281 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2014 GBV_ILN_2050 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_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4392 GBV_ILN_4700 AR 3 2024 1 29 09 |
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10.1007/s44223-024-00075-y doi (DE-627)SPR057521204 (SPR)s44223-024-00075-y-e DE-627 ger DE-627 rakwb eng Tian, Xiaoyu verfasserin aut A review on the mathematical models of thermostatically controlled load 2024 Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier © The Author(s) 2024 Abstract Thermostatically controlled load (TCL) contributes a relatively higher proportion of energy consumption. Its mathematical models can be used for quantifying the real-time supply and demand balance between the power generations and load systems. The relevant studies have received great attention with the development of smart grids in recent years. This study mainly presented the development of TCL mathematical models from a single model to aggregated models. Finally, the advantages of these models were compared and analyzed based on the simulation results. This study could provide a theoretical basis for the applications of TCLs in the supply and demand balances. Thermostatically controlled loads (dpeaa)DE-He213 Mathematical model (dpeaa)DE-He213 Direct load control (dpeaa)DE-He213 Supply and demand balance (dpeaa)DE-He213 Liu, Lin verfasserin aut Shen, Ganhua verfasserin aut Enthalten in Architectural Intelligence Springer Nature Singapore, 2022 3(2024), 1 vom: 29. Sept. (DE-627)1811827098 2731-6726 nnns volume:3 year:2024 number:1 day:29 month:09 https://dx.doi.org/10.1007/s44223-024-00075-y X:SPRINGER Resolving-System kostenfrei Volltext SYSFLAG_0 GBV_SPRINGER 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_90 GBV_ILN_95 GBV_ILN_100 GBV_ILN_101 GBV_ILN_105 GBV_ILN_110 GBV_ILN_138 GBV_ILN_151 GBV_ILN_152 GBV_ILN_161 GBV_ILN_170 GBV_ILN_187 GBV_ILN_213 GBV_ILN_230 GBV_ILN_250 GBV_ILN_281 GBV_ILN_285 GBV_ILN_293 GBV_ILN_370 GBV_ILN_602 GBV_ILN_647 GBV_ILN_702 GBV_ILN_2014 GBV_ILN_2050 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_4326 GBV_ILN_4335 GBV_ILN_4338 GBV_ILN_4367 GBV_ILN_4392 GBV_ILN_4700 AR 3 2024 1 29 09 |
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Tian, Xiaoyu misc Thermostatically controlled loads misc Mathematical model misc Direct load control misc Supply and demand balance A review on the mathematical models of thermostatically controlled load |
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A review on the mathematical models of thermostatically controlled load Thermostatically controlled loads (dpeaa)DE-He213 Mathematical model (dpeaa)DE-He213 Direct load control (dpeaa)DE-He213 Supply and demand balance (dpeaa)DE-He213 |
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Abstract Thermostatically controlled load (TCL) contributes a relatively higher proportion of energy consumption. Its mathematical models can be used for quantifying the real-time supply and demand balance between the power generations and load systems. The relevant studies have received great attention with the development of smart grids in recent years. This study mainly presented the development of TCL mathematical models from a single model to aggregated models. Finally, the advantages of these models were compared and analyzed based on the simulation results. This study could provide a theoretical basis for the applications of TCLs in the supply and demand balances. © The Author(s) 2024 |
abstractGer |
Abstract Thermostatically controlled load (TCL) contributes a relatively higher proportion of energy consumption. Its mathematical models can be used for quantifying the real-time supply and demand balance between the power generations and load systems. The relevant studies have received great attention with the development of smart grids in recent years. This study mainly presented the development of TCL mathematical models from a single model to aggregated models. Finally, the advantages of these models were compared and analyzed based on the simulation results. This study could provide a theoretical basis for the applications of TCLs in the supply and demand balances. © The Author(s) 2024 |
abstract_unstemmed |
Abstract Thermostatically controlled load (TCL) contributes a relatively higher proportion of energy consumption. Its mathematical models can be used for quantifying the real-time supply and demand balance between the power generations and load systems. The relevant studies have received great attention with the development of smart grids in recent years. This study mainly presented the development of TCL mathematical models from a single model to aggregated models. Finally, the advantages of these models were compared and analyzed based on the simulation results. This study could provide a theoretical basis for the applications of TCLs in the supply and demand balances. © The Author(s) 2024 |
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score |
7.4023542 |