A training workbench based on transient building models for creating intelligent energy operators
The development of intelligent control-oriented solutions for building energy systems is a promising research field. The development of effective systems relies on seldom available large data sets or on simulation environments, either for training or execution phases. The creation of simulation envi...
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| Format: | Article |
| Language: | English |
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Cambridge University Press
2025-01-01
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| Series: | Data-Centric Engineering |
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| Online Access: | https://www.cambridge.org/core/product/identifier/S2632673625100166/type/journal_article |
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| author | Rubén Mulero Roberto Garay-Martinez Iñigo Mendialdua Beñat Arregi |
| author_facet | Rubén Mulero Roberto Garay-Martinez Iñigo Mendialdua Beñat Arregi |
| author_sort | Rubén Mulero |
| collection | DOAJ |
| description | The development of intelligent control-oriented solutions for building energy systems is a promising research field. The development of effective systems relies on seldom available large data sets or on simulation environments, either for training or execution phases. The creation of simulation environments based on thermal models is a challenging task, requiring the usage of third-party solutions and high levels of expertise in the energy engineering field, which poses relevant restrictions to the development of control-oriented research. |
| format | Article |
| id | doaj-art-ce6ed5dbbb9e41399860107e3c23c7a5 |
| institution | Kabale University |
| issn | 2632-6736 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Cambridge University Press |
| record_format | Article |
| series | Data-Centric Engineering |
| spelling | doaj-art-ce6ed5dbbb9e41399860107e3c23c7a52025-08-26T06:52:18ZengCambridge University PressData-Centric Engineering2632-67362025-01-01610.1017/dce.2025.10016A training workbench based on transient building models for creating intelligent energy operatorsRubén Mulero0https://orcid.org/0000-0002-6341-5161Roberto Garay-Martinez1https://orcid.org/0000-0003-2331-6561Iñigo Mendialdua2Beñat Arregi3Tecnalia, Basque Research and Technology Alliance (BRTA), Bizkaia, Spain Department of Computer Languages and Systems, https://ror.org/000xsnr85University of the Basque Country, Gipuzkoa, SpainInstitute of Technology, Faculty of Engineering, https://ror.org/00ne6sr39University of Deusto, Bilbao, SpainDepartment of Computer Languages and Systems, https://ror.org/000xsnr85University of the Basque Country, Gipuzkoa, SpainTecnalia, Basque Research and Technology Alliance (BRTA), Bizkaia, SpainThe development of intelligent control-oriented solutions for building energy systems is a promising research field. The development of effective systems relies on seldom available large data sets or on simulation environments, either for training or execution phases. The creation of simulation environments based on thermal models is a challenging task, requiring the usage of third-party solutions and high levels of expertise in the energy engineering field, which poses relevant restrictions to the development of control-oriented research.https://www.cambridge.org/core/product/identifier/S2632673625100166/type/journal_articlebuilding energy modelenergy systemslumped capacitance modelsimulation enginethermal dynamics |
| spellingShingle | Rubén Mulero Roberto Garay-Martinez Iñigo Mendialdua Beñat Arregi A training workbench based on transient building models for creating intelligent energy operators Data-Centric Engineering building energy model energy systems lumped capacitance model simulation engine thermal dynamics |
| title | A training workbench based on transient building models for creating intelligent energy operators |
| title_full | A training workbench based on transient building models for creating intelligent energy operators |
| title_fullStr | A training workbench based on transient building models for creating intelligent energy operators |
| title_full_unstemmed | A training workbench based on transient building models for creating intelligent energy operators |
| title_short | A training workbench based on transient building models for creating intelligent energy operators |
| title_sort | training workbench based on transient building models for creating intelligent energy operators |
| topic | building energy model energy systems lumped capacitance model simulation engine thermal dynamics |
| url | https://www.cambridge.org/core/product/identifier/S2632673625100166/type/journal_article |
| work_keys_str_mv | AT rubenmulero atrainingworkbenchbasedontransientbuildingmodelsforcreatingintelligentenergyoperators AT robertogaraymartinez atrainingworkbenchbasedontransientbuildingmodelsforcreatingintelligentenergyoperators AT inigomendialdua atrainingworkbenchbasedontransientbuildingmodelsforcreatingintelligentenergyoperators AT benatarregi atrainingworkbenchbasedontransientbuildingmodelsforcreatingintelligentenergyoperators AT rubenmulero trainingworkbenchbasedontransientbuildingmodelsforcreatingintelligentenergyoperators AT robertogaraymartinez trainingworkbenchbasedontransientbuildingmodelsforcreatingintelligentenergyoperators AT inigomendialdua trainingworkbenchbasedontransientbuildingmodelsforcreatingintelligentenergyoperators AT benatarregi trainingworkbenchbasedontransientbuildingmodelsforcreatingintelligentenergyoperators |