Integrated Household Appliance Scheduling With Modeling of Occupant Satisfaction and Appliance Heat Gain
With the prevalence of building automation and Internet-of-Things technologies, home energy management has become an active area in recent years. This paper proposes an integrated, multi-objective Home Energy Management System (HEMS), which optimally schedules controllable electric household applian...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Frontiers Media S.A.
2021-09-01
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| Series: | Frontiers in Energy Research |
| Subjects: | |
| Online Access: | https://www.frontiersin.org/articles/10.3389/fenrg.2021.724189/full |
| _version_ | 1818332404444561408 |
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| author | Zehua Zhao Fengji Luo Yongxi Zhang Gianluca Ranzi Sheng Su |
| author_facet | Zehua Zhao Fengji Luo Yongxi Zhang Gianluca Ranzi Sheng Su |
| author_sort | Zehua Zhao |
| collection | DOAJ |
| description | With the prevalence of building automation and Internet-of-Things technologies, home energy management has become an active area in recent years. This paper proposes an integrated, multi-objective Home Energy Management System (HEMS), which optimally schedules controllable electric household appliances to balance three objectives: 1) home energy cost; 2) the occupant’s use satisfaction of controllable appliances; and 3) the occupant’s thermal comfort. In particular, the HEMS models the coupling operational relationship between the non-thermostatically controlled appliances and the air conditioner by investigating the impact of heat gains released by the appliances on the indoor temperature. An advanced multi-objective optimizer is applied to solve the home energy management model. Simulations are conducted to validate the proposed method. |
| first_indexed | 2024-12-13T13:35:12Z |
| format | Article |
| id | doaj.art-bdd918c07b1546dc8e5f7228a00fe1c9 |
| institution | Directory Open Access Journal |
| issn | 2296-598X |
| language | English |
| last_indexed | 2024-12-13T13:35:12Z |
| publishDate | 2021-09-01 |
| publisher | Frontiers Media S.A. |
| record_format | Article |
| series | Frontiers in Energy Research |
| spelling | doaj.art-bdd918c07b1546dc8e5f7228a00fe1c92022-12-21T23:43:53ZengFrontiers Media S.A.Frontiers in Energy Research2296-598X2021-09-01910.3389/fenrg.2021.724189724189Integrated Household Appliance Scheduling With Modeling of Occupant Satisfaction and Appliance Heat GainZehua Zhao0Fengji Luo1Yongxi Zhang2Gianluca Ranzi3Sheng Su4School of Civil Engineering, The University of Sydney, Sydney, NSW, AustraliaSchool of Civil Engineering, The University of Sydney, Sydney, NSW, AustraliaSchool of Electrical and Information Engineering, Changsha University of Science and Technology, Changsha, ChinaSchool of Civil Engineering, The University of Sydney, Sydney, NSW, AustraliaSchool of Electrical and Information Engineering, Changsha University of Science and Technology, Changsha, ChinaWith the prevalence of building automation and Internet-of-Things technologies, home energy management has become an active area in recent years. This paper proposes an integrated, multi-objective Home Energy Management System (HEMS), which optimally schedules controllable electric household appliances to balance three objectives: 1) home energy cost; 2) the occupant’s use satisfaction of controllable appliances; and 3) the occupant’s thermal comfort. In particular, the HEMS models the coupling operational relationship between the non-thermostatically controlled appliances and the air conditioner by investigating the impact of heat gains released by the appliances on the indoor temperature. An advanced multi-objective optimizer is applied to solve the home energy management model. Simulations are conducted to validate the proposed method.https://www.frontiersin.org/articles/10.3389/fenrg.2021.724189/fulldemand responsesmart homebuilding energysmart griddemand side management |
| spellingShingle | Zehua Zhao Fengji Luo Yongxi Zhang Gianluca Ranzi Sheng Su Integrated Household Appliance Scheduling With Modeling of Occupant Satisfaction and Appliance Heat Gain Frontiers in Energy Research demand response smart home building energy smart grid demand side management |
| title | Integrated Household Appliance Scheduling With Modeling of Occupant Satisfaction and Appliance Heat Gain |
| title_full | Integrated Household Appliance Scheduling With Modeling of Occupant Satisfaction and Appliance Heat Gain |
| title_fullStr | Integrated Household Appliance Scheduling With Modeling of Occupant Satisfaction and Appliance Heat Gain |
| title_full_unstemmed | Integrated Household Appliance Scheduling With Modeling of Occupant Satisfaction and Appliance Heat Gain |
| title_short | Integrated Household Appliance Scheduling With Modeling of Occupant Satisfaction and Appliance Heat Gain |
| title_sort | integrated household appliance scheduling with modeling of occupant satisfaction and appliance heat gain |
| topic | demand response smart home building energy smart grid demand side management |
| url | https://www.frontiersin.org/articles/10.3389/fenrg.2021.724189/full |
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