Utilize este identificador para referenciar este registo:
https://hdl.handle.net/10316/103881
Título: | Home Energy Management Systems with Branch-and-Bound Model-Based Predictive Control Techniques | Autor: | Bot, Karol Laouali, Inoussa Ruano, António Ruano, Maria da Graça |
Palavras-chave: | home energy management systems; building energy; model-based predictive control; branch-and-bound algorithm; sensitivity analysis; photovoltaics; battery | Data: | 2021 | Editora: | MDPI | Projeto: | Programa Operacional Portugal 2020 and Operational Program CRESC Algarve 2020 SAICT, grants 39578/2018 and 72581/2020 FCT - UID/EMS/50022/2020 |
Título da revista, periódico, livro ou evento: | Energies | Volume: | 14 | Número: | 18 | Resumo: | At a global level, buildings constitute one of the most significant energy-consuming sectors. Current energy policies in the EU and the U.S. emphasize that buildings, particularly those in the residential sector, should employ renewable energy and storage and efficiently control the total energy system. In this work, we propose a Home Energy Management System (HEMS) by employing a Model-Based Predictive Control (MBPC) framework, implemented using a Branch-and-Bound (BAB) algorithm. We discuss the selection of different parameters, such as time-step, to employ prediction and control horizons and the effect of the weather in the system performance. We compare the economic performance of the proposed approach against a real PV-battery system existing in a household equipped with several IoT devices, concluding that savings larger than 30% can be obtained, whether on sunny or cloudy days. To the best of our knowledge, these are excellent values compared with existing solutions available in the literature. | URI: | https://hdl.handle.net/10316/103881 | ISSN: | 1996-1073 | DOI: | 10.3390/en14185852 | Direitos: | openAccess |
Aparece nas coleções: | I&D CISUC - Artigos em Revistas Internacionais I&D IT - Artigos em Revistas Internacionais |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
---|---|---|---|---|
Home-energy-management-systems-with-branchandbound-modelbased-predictive-control-techniques2021EnergiesOpen-Access.pdf | 5.47 MB | Adobe PDF | Ver/Abrir |
Citações WEB OF SCIENCETM
3
Visto em 2/mai/2023
Visualizações de página
96
Visto em 16/out/2024
Downloads
96
Visto em 16/out/2024
Google ScholarTM
Verificar
Altmetric
Altmetric
Este registo está protegido por Licença Creative Commons