Distributed Co-simulation for Smart Homes Energy Management in the Presence of Electrical Thermal Storage
Distributed generation and energy storage technologies have helped SmartGrid projects gain great momentum over the last decade. However, despite a large number of pilot and demonstration projects, low-level information is often unavailable. Therefore, tools for defining and building different operat...
- Autores:
-
Dominguez, J.A.
Rueda, L.
Henao, N.
Agbossou, K.
Campillo, J.
- Tipo de recurso:
- Fecha de publicación:
- 2022
- Institución:
- Universidad Tecnológica de Bolívar
- Repositorio:
- Repositorio Institucional UTB
- Idioma:
- eng
- OAI Identifier:
- oai:repositorio.utb.edu.co:20.500.12585/12122
- Acceso en línea:
- https://hdl.handle.net/20.500.12585/12122
- Palabra clave:
- Co-Simulation;
Smart Grid;
Cyber Physical System
LEMB
- Rights
- openAccess
- License
- http://creativecommons.org/licenses/by-nc-nd/4.0/
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Distributed Co-simulation for Smart Homes Energy Management in the Presence of Electrical Thermal Storage |
| title |
Distributed Co-simulation for Smart Homes Energy Management in the Presence of Electrical Thermal Storage |
| spellingShingle |
Distributed Co-simulation for Smart Homes Energy Management in the Presence of Electrical Thermal Storage Co-Simulation; Smart Grid; Cyber Physical System LEMB |
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Distributed Co-simulation for Smart Homes Energy Management in the Presence of Electrical Thermal Storage |
| title_full |
Distributed Co-simulation for Smart Homes Energy Management in the Presence of Electrical Thermal Storage |
| title_fullStr |
Distributed Co-simulation for Smart Homes Energy Management in the Presence of Electrical Thermal Storage |
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Distributed Co-simulation for Smart Homes Energy Management in the Presence of Electrical Thermal Storage |
| title_sort |
Distributed Co-simulation for Smart Homes Energy Management in the Presence of Electrical Thermal Storage |
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Dominguez, J.A. Rueda, L. Henao, N. Agbossou, K. Campillo, J. |
| dc.contributor.author.none.fl_str_mv |
Dominguez, J.A. Rueda, L. Henao, N. Agbossou, K. Campillo, J. |
| dc.subject.keywords.spa.fl_str_mv |
Co-Simulation; Smart Grid; Cyber Physical System |
| topic |
Co-Simulation; Smart Grid; Cyber Physical System LEMB |
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LEMB |
| description |
Distributed generation and energy storage technologies have helped SmartGrid projects gain great momentum over the last decade. However, despite a large number of pilot and demonstration projects, low-level information is often unavailable. Therefore, tools for defining and building different operation scenarios are required. These tools can facilitate adopting novel approaches to multi-domain energy management. This paper proposes a distributed, flexible co-simulation framework to integrate simulators from separate domains and platforms. Particularly, the proposed scheme enables the development of hybrid thermal-electric systems for smart buildings. In this study, an object-oriented approach to modeling electrical thermal storage (ETS) units is also suggested. The evaluation process is carried out using real-world data. A case study is practiced by designing a residential agent that performs model predictive control (MPC) of residential heating load in the presence of ETS. The results show that proper integration of ETS into Home Energy Management Systems (HEMSs) can achieve economic savings of up to 45 %. The findings of this study demonstrate ETS's high potential for reducing customer bills while satisfying users' comfort. Furthermore, they recommend practical strategies for short-term planning of smart grids by increasing their flexibility based on ETS-integrated Demand Response (DR) programs. © 2022 IEEE. |
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2022 |
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2022 |
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2023-07-18T19:22:50Z |
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2023-07-18T19:22:50Z |
| dc.date.submitted.none.fl_str_mv |
2023 |
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http://purl.org/coar/version/c_b1a7d7d4d402bcce |
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draft |
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Dominguez, J. A., Rueda, L., Henao, N., Agbossou, K., & Campillo, J. (2022, October). Distributed co-simulation for smart homes energy management in the presence of electrical thermal storage. In IECON 2022–48th Annual Conference of the IEEE Industrial Electronics Society (pp. 1-6). IEEE. |
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https://hdl.handle.net/20.500.12585/12122 |
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10.1109/IECON49645.2022.9969092 |
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Universidad Tecnológica de Bolívar |
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Repositorio Universidad Tecnológica de Bolívar |
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Dominguez, J. A., Rueda, L., Henao, N., Agbossou, K., & Campillo, J. (2022, October). Distributed co-simulation for smart homes energy management in the presence of electrical thermal storage. In IECON 2022–48th Annual Conference of the IEEE Industrial Electronics Society (pp. 1-6). IEEE. 10.1109/IECON49645.2022.9969092 Universidad Tecnológica de Bolívar Repositorio Universidad Tecnológica de Bolívar |
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https://hdl.handle.net/20.500.12585/12122 |
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eng |
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eng |
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6 páginas |
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Dominguez, J.A.e13f2e38-5b17-430f-b808-36bd4f35d061Rueda, L.d70e4924-9bb1-46e4-961a-99b1fa18caf3Henao, N.273f0cef-d7d4-4cba-aa2e-006e03833f36Agbossou, K.9a60530a-3b36-4aac-914d-22214bd4004aCampillo, J.8c4725e9-5e97-40df-b9ae-f67c73617ff32023-07-18T19:22:50Z2023-07-18T19:22:50Z20222023Dominguez, J. A., Rueda, L., Henao, N., Agbossou, K., & Campillo, J. (2022, October). Distributed co-simulation for smart homes energy management in the presence of electrical thermal storage. In IECON 2022–48th Annual Conference of the IEEE Industrial Electronics Society (pp. 1-6). IEEE.https://hdl.handle.net/20.500.12585/1212210.1109/IECON49645.2022.9969092Universidad Tecnológica de BolívarRepositorio Universidad Tecnológica de BolívarDistributed generation and energy storage technologies have helped SmartGrid projects gain great momentum over the last decade. However, despite a large number of pilot and demonstration projects, low-level information is often unavailable. Therefore, tools for defining and building different operation scenarios are required. These tools can facilitate adopting novel approaches to multi-domain energy management. This paper proposes a distributed, flexible co-simulation framework to integrate simulators from separate domains and platforms. Particularly, the proposed scheme enables the development of hybrid thermal-electric systems for smart buildings. In this study, an object-oriented approach to modeling electrical thermal storage (ETS) units is also suggested. The evaluation process is carried out using real-world data. A case study is practiced by designing a residential agent that performs model predictive control (MPC) of residential heating load in the presence of ETS. The results show that proper integration of ETS into Home Energy Management Systems (HEMSs) can achieve economic savings of up to 45 %. The findings of this study demonstrate ETS's high potential for reducing customer bills while satisfying users' comfort. Furthermore, they recommend practical strategies for short-term planning of smart grids by increasing their flexibility based on ETS-integrated Demand Response (DR) programs. © 2022 IEEE.6 páginasapplication/pdfenghttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessAttribution-NonCommercial-NoDerivatives 4.0 Internacionalhttp://purl.org/coar/access_right/c_abf2IECON Proceedings (Industrial Electronics Conference)Distributed Co-simulation for Smart Homes Energy Management in the Presence of Electrical Thermal Storageinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/drafthttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/version/c_b1a7d7d4d402bccehttp://purl.org/coar/resource_type/c_2df8fbb1Co-Simulation;Smart Grid;Cyber Physical SystemLEMBCartagena de IndiasAgency, I.E. World Energy Outlook 2019 (2019) Tech. Rep. 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Cited 31 times.http://purl.org/coar/resource_type/c_6501ORIGINALDistributed Co-simulation for Smart Homes Energy Management in the Presence of Electrical Thermal Storage _ IEEE Conference Publication _ IEEE Xplore.pdfDistributed Co-simulation for Smart Homes Energy Management in the Presence of Electrical Thermal Storage _ IEEE Conference Publication _ IEEE Xplore.pdfapplication/pdf138190https://repositorio.utb.edu.co/bitstream/20.500.12585/12122/1/Distributed%20Co-simulation%20for%20Smart%20Homes%20Energy%20Management%20in%20the%20Presence%20of%20Electrical%20Thermal%20Storage%20_%20IEEE%20Conference%20Publication%20_%20IEEE%20Xplore.pdf5b793735a6a5361b1c3de3728b8e15e3MD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8805https://repositorio.utb.edu.co/bitstream/20.500.12585/12122/2/license_rdf4460e5956bc1d1639be9ae6146a50347MD52LICENSElicense.txtlicense.txttext/plain; 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