{"id":195,"date":"2021-11-11T22:53:13","date_gmt":"2021-11-11T22:53:13","guid":{"rendered":"https:\/\/csi.ualg.pt\/hems2iea\/?page_id=195"},"modified":"2023-12-15T12:05:52","modified_gmt":"2023-12-15T12:05:52","slug":"publications","status":"publish","type":"page","link":"https:\/\/csi.ualg.pt\/hems2iea\/en\/publications\/","title":{"rendered":"Publica\u00e7\u00f5es EN"},"content":{"rendered":"
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Publications<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n

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Journal Publication <\/strong>– <\/span>BOT, K., LAOUALI, I., RUANO, A. & RUANO, M. D. G. 2021. <\/span>Home Energy Management Systems with Branch-and-Bound Model-Based Predictive<\/em><\/a><\/p>\n

Control Techniques<\/em><\/a>. Energies, 14, 18, 5852<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n

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Journal Publication <\/strong>– <\/span> BOT, K., SANTOS, S., LAOUALI, I., RUANO, A. & RUANO, M. G. 2021. <\/span>Design of Ensemble Forecasting Models for Home Energy Management Systems<\/em><\/a>. Energies, 14, 22, 7664<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n

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Book Chapter <\/strong>– <\/span> RUANO, A., BOT, K. & RUANO, M. D. G. 2021. <\/span>The Impact of Occupants in Thermal Comfort and Energy Efficiency in Buildings<\/em><\/a>. <\/em>Occupant Behaviour in Buildings: Advances and Challenges. Sharjah, U.A.E.: Bentham Science, 6, 101-137 <\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n

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Journal Publication \u2013 <\/strong>LAOUALI, I., RUANO, A., RUANO, M. D. G., BENNANI, S. D. & FADILI, H. E. 2022. Non-Intrusive Load Monitoring of Household Devices Using a Hybrid Deep Learning Model through Convex Hull-Based Data Selection<\/em><\/a>. Energies, 15, 3, 1215<\/p>\n

Journal Publication \u2013 <\/strong>GOMES, I., K. BOT, M. D. G. RUANO AND A. RUANO 2022.\u00a0Recent Tech<\/em>niques Used in Home Energy Management Systems: A Review.<\/em><\/a> Energies 15, 8, 2866.<\/p>\n

Journal Publication \u2013 <\/u><\/strong>LAOUALI, I., GOMES, I., RUANO, M. D. G., BENNANI, S. D., FADILI, H. E. & RUANO, A. 2022. Energy Disaggregation Using Multi-Objective Genetic Algorithm Designed Neural Networks<\/a>. Energies, 15, 23, 9073<\/p>\n

Journal Publication \u2013 <\/strong>GOMES, I. L. R., RUANO, M. G. & RUANO, A. E. 2023.\u00a0MILP-based model predictive control for home energy management systems: A real case study in Algarve, Portuga<\/a>l. Energy and Buildings, 281, 112774<\/p>\n

Journal Publication \u2013 <\/strong>I. L. R. Gomes, M. G. Ruano, and A. E. Ruano, From home energy management systems to communities energy managers: The use of an intelligent aggregator in a community in Algarve, Portugal<\/a>, Energy Build., <\/em>vol. 298, 113588<\/p>\n

ConferencePublication <\/strong>\u2013 GOMES, I. L. R., RUANO, M. G. & RUANO, A. 2023. Minimizing the operation costs of a smart home using a HEMS with a MILP-based model predictive control approach<\/a>. IFAC-PapersOnLine, 56, 2, 8720-8725<\/p>\n

Journal Publication <\/strong>\u2013 A. Ruano and M. d. G. Ruano, Designing Robust Forecasting Ensembles of Data-Driven Models with a Multi-Objective Formulation: An Application to Home Energy Management Systems,<\/a> Inventions, <\/em>vol. 8, no. 4, p. 96, 2023<\/p>\n

Published Dataset<\/strong> – A. Ruano and M. G. Ruano. HEMStoEC: Home Energy Management Systems to Energy Communities DataSet<\/em><\/a>, Zenodo.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/section>\n<\/div>\n

<\/p>\n","protected":false},"excerpt":{"rendered":"

Publications Journal Publication – BOT, K., LAOUALI, I., RUANO, A. & RUANO, M. D. G. 2021. Home Energy Management Systems with Branch-and-Bound Model-Based Predictive Control Techniques. Energies, 14, 18, 5852 Journal Publication – BOT, K., SANTOS, S., LAOUALI, I., RUANO, A. & RUANO, M. G. 2021. Design of Ensemble Forecasting Models for Home Energy Management […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-195","page","type-page","status-publish","hentry","entry"],"brizy_media":[{"id":44,"url":"https:\/\/csi.ualg.pt\/hems2iea\/wp-content\/uploads\/brizy\/31\/assets\/images\/a0db0f3f0405eff3f09e3e9142d16656.jpg","name":"a0db0f3f0405eff3f09e3e9142d16656.jpg","meta":{"brizy_attachment_uid":"a0db0f3f0405eff3f09e3e9142d16656.jpg","brizy_post_uid":["de458af2ba63f541ee3f504066b19823"]}},{"id":45,"url":"https:\/\/csi.ualg.pt\/hems2iea\/wp-content\/uploads\/brizy\/31\/assets\/images\/9fe5a56c95e31a33d94bdc8aa0b6a8c77694678d.jpeg","name":"9fe5a56c95e31a33d94bdc8aa0b6a8c77694678d.jpeg","meta":{"brizy_attachment_uid":"9fe5a56c95e31a33d94bdc8aa0b6a8c77694678d.jpeg","brizy_post_uid":["de458af2ba63f541ee3f504066b19823"]}},{"id":53,"url":"https:\/\/csi.ualg.pt\/hems2iea\/wp-content\/uploads\/brizy\/31\/assets\/images\/c8955b22d10fb349cd0bd74ee93517e4.jpg","name":"c8955b22d10fb349cd0bd74ee93517e4.jpg","meta":{"brizy_attachment_uid":"c8955b22d10fb349cd0bd74ee93517e4.jpg","brizy_post_uid":["de458af2ba63f541ee3f504066b19823"]}},{"id":66,"url":"https:\/\/csi.ualg.pt\/hems2iea\/wp-content\/uploads\/2021\/04\/Logo_CRESC_RGB.png","name":"Logo_CRESC_RGB.png","meta":{"brizy_attachment_uid":"wp-8f51d036a11d352be030b711abbe90fd.png","brizy_post_uid":["de458af2ba63f541ee3f504066b19823"]}},{"id":93,"url":"https:\/\/csi.ualg.pt\/hems2iea\/wp-content\/uploads\/brizy\/91\/assets\/images\/024b135312585dcbe3373dafc1d10d3e581e7b41.jpeg","name":"024b135312585dcbe3373dafc1d10d3e581e7b41.jpeg","meta":{"brizy_attachment_uid":"024b135312585dcbe3373dafc1d10d3e581e7b41.jpeg","brizy_post_uid":["de458af2ba63f541ee3f504066b19823"]}},{"id":99,"url":"https:\/\/csi.ualg.pt\/hems2iea\/wp-content\/uploads\/brizy\/91\/assets\/images\/1ce72f3e257a3c8cfd6be5f3fc202db9.jpg","name":"1ce72f3e257a3c8cfd6be5f3fc202db9.jpg","meta":{"brizy_attachment_uid":"1ce72f3e257a3c8cfd6be5f3fc202db9.jpg","brizy_post_uid":["de458af2ba63f541ee3f504066b19823"]}},{"id":306,"url":"https:\/\/csi.ualg.pt\/hems2iea\/wp-content\/uploads\/2021\/12\/Logo.jpg","name":"Logo.jpg","meta":{"brizy_attachment_uid":"wp-aba4420a3601a846b55d1d52dcc0a401.jpg","brizy_post_uid":["de458af2ba63f541ee3f504066b19823"]}},{"id":403,"url":"https:\/\/csi.ualg.pt\/hems2iea\/wp-content\/uploads\/2022\/02\/Logo.png","name":"Logo.png","meta":{"brizy_attachment_uid":"wp-1b609983762a7111c2309fd289c7130a.png","brizy_post_uid":["de458af2ba63f541ee3f504066b19823"]}}],"_links":{"self":[{"href":"https:\/\/csi.ualg.pt\/hems2iea\/wp-json\/wp\/v2\/pages\/195","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/csi.ualg.pt\/hems2iea\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/csi.ualg.pt\/hems2iea\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/csi.ualg.pt\/hems2iea\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/csi.ualg.pt\/hems2iea\/wp-json\/wp\/v2\/comments?post=195"}],"version-history":[{"count":14,"href":"https:\/\/csi.ualg.pt\/hems2iea\/wp-json\/wp\/v2\/pages\/195\/revisions"}],"predecessor-version":[{"id":459,"href":"https:\/\/csi.ualg.pt\/hems2iea\/wp-json\/wp\/v2\/pages\/195\/revisions\/459"}],"wp:attachment":[{"href":"https:\/\/csi.ualg.pt\/hems2iea\/wp-json\/wp\/v2\/media?parent=195"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}