{"id":195,"date":"2021-11-11T22:53:13","date_gmt":"2021-11-11T22:53:13","guid":{"rendered":"https:\/\/csi.ualg.pt\/nilmforihem\/?page_id=195"},"modified":"2023-03-06T16:28:58","modified_gmt":"2023-03-06T16:28:58","slug":"publications","status":"publish","type":"page","link":"https:\/\/csi.ualg.pt\/nilmforihem\/en\/publications\/","title":{"rendered":"Publica\u00e7\u00f5es EN"},"content":{"rendered":"
\n
\n
\n
\n
\n
\n
\n
\n
\n
\n
\n

Publications<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n

\n
\n
\n
\n
\n
\n
\n

Conference Publication<\/strong> – <\/span> HERNANDEZ, A., RUANO, A., URE\u00d1A, J., RUANO, M. G. & GARCIA, J. J. 2019. <\/span>Applications of NILM Techniques to Energy Management and Assisted Living<\/em><\/a>. IFAC-PapersOnLine, 52, 11, 164-171 <\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n

\n
\n
\n

Journal Publication <\/strong>– <\/span>RUANO, A., HERNANDEZ, A., URE\u00d1A, J., RUANO, M. & GARCIA, J. 2019.<\/span> NILM Techniques for Intelligent Home Energy Management and Ambient Assisted Living: A Review<\/em><\/a>.<\/em> Energies, 12, 11, 2203 <\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n

\n
\n
\n

Conference Publication<\/strong> – <\/span> LAOUALI, I., QASSEMI, H., MARZOUQ, M., RUANO, A., BENNANI, S. & EL FADILI, H. 2020. <\/span>A nonlinear autoregressive neural network model for forecasting appliance power consumption<\/em><\/a> In: S., B., Y., L., G., K., A., M. & Y., K. (Eds.) WITS 2020. Lecture Notes in Electrical Engineering. Singapore: Springer, 745, 759-768<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n

\n
\n
\n

Conference Publication<\/strong> – <\/span> BOT, K., RUANO, A. & RUANO, M. G. 2020.<\/span> Forecasting Electricity Demand in Households using MOGA-designed Artificial Neural Networks<\/em><\/a>. IFAC-PapersOnLine, 53, 2, 8255-823<\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n

\n
\n
\n

Conference Publication<\/strong> – <\/span> BOT, K., RUANO, A. & RUANO, M. G. 2020. <\/span>Forecasting Electricity Consumption in Residential Buildings for Home Energy Management Systems<\/em><\/a>. I<\/em>n: LESOT, M.-J., VIEIRA, S., REFORMAT, M. Z., CARVALHO, J. P., WILBIK, A., BOUCHON-MEUNIER, B. & YAGER, R. R. (Eds.) Information Processing and Management of Uncertainty in Knowledge-Based Systems (IPMU). Springer International Publishing, 1237, 313-326 <\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n

\n
\n
\n

Conference Publication<\/strong> – <\/span> BOT, K., RUANO, A. & RUANO, M. G. 2020. LAOUALI, I., QASSEMI, H., MARZOUQ, M., RUANO, A., BENNANI, S. & EL FADILI, H. <\/span>A Survey on Computational Intelligence Techniques for Non Intrusive Load Monitoring<\/em><\/a>. 2020 International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS), 2-3 Dec 2020 Kenitra, Morocco. 93143836 <\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n

\n
\n
\n

Conference Publication<\/strong> – <\/span> RUANO, A., QASSEMI, H., INOUSSA, H., MARZOUQ, M., FADILI, H. E. & BENNANI, S. 2020. <\/span>A Model-based Predictive Control approach for Home Energy Management Systems. First results<\/em><\/a>. In: S., B., Y., L., G., K., A., M. & Y., K. (Eds.) WITS 2020. Lecture Notes in Electrical Engineering. Singapore: Springer, 745, 735-747 <\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n

\n
\n
\n

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

\n
\n
\n

Journal Publication <\/strong>– <\/span> BOT, K., RUANO, A. & RUANO, M. D. G. 2021. <\/span>Short-Term Forecasting Photovoltaic Solar Power for Home Energy Management Systems<\/em><\/a>. Inventions, 6, 1, 1-23 <\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n

\n
\n
\n

Conference Publication<\/strong> – <\/span> RUANO, A., BOT, K. & RUANO, M. G. 2021. <\/span>Home Energy Management System in an Algarve residence. First results<\/em><\/a>. In: A, G. J., M., B.-C. <\/span>& J.P., C. (Eds.) CONTROLO 2020: Proceedings of the 14th APCA International Conference on Automatic Control and Soft Computing. Bragan\u00e7a, Portugal: <\/span>Springer Science and Business Media Deutschland GmbH, Lecture Notes in Electrical Engineering, 695, 332-341 <\/span><\/p>\n<\/div>\n<\/div>\n<\/div>\n

\n
\n
\n

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

\n
\n
\n

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

\n
\n
\n

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 <\/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<\/em><\/a>. Energies, 15, 23, 9073<\/p>\n

Journal Publication \u2013 <\/strong>GOMES, I. L. R., RUANO, M. G. & RUANO, A. E. 2023. MILP-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<\/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 Conference Publication – HERNANDEZ, A., RUANO, A., URE\u00d1A, J., RUANO, M. G. & GARCIA, J. J. 2019. Applications of NILM Techniques to Energy Management and Assisted Living. IFAC-PapersOnLine, 52, 11, 164-171 Journal Publication – RUANO, A., HERNANDEZ, A., URE\u00d1A, J., RUANO, M. & GARCIA, J. 2019. NILM Techniques for Intelligent Home Energy Management and […]<\/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\/nilmforihem\/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\/nilmforihem\/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\/nilmforihem\/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\/nilmforihem\/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\/nilmforihem\/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\/nilmforihem\/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\/nilmforihem\/wp-content\/uploads\/2021\/12\/Logo.jpg","name":"Logo.jpg","meta":{"brizy_attachment_uid":"wp-aba4420a3601a846b55d1d52dcc0a401.jpg","brizy_post_uid":["de458af2ba63f541ee3f504066b19823"]}}],"_links":{"self":[{"href":"https:\/\/csi.ualg.pt\/nilmforihem\/wp-json\/wp\/v2\/pages\/195","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/csi.ualg.pt\/nilmforihem\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/csi.ualg.pt\/nilmforihem\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/csi.ualg.pt\/nilmforihem\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/csi.ualg.pt\/nilmforihem\/wp-json\/wp\/v2\/comments?post=195"}],"version-history":[{"count":17,"href":"https:\/\/csi.ualg.pt\/nilmforihem\/wp-json\/wp\/v2\/pages\/195\/revisions"}],"predecessor-version":[{"id":542,"href":"https:\/\/csi.ualg.pt\/nilmforihem\/wp-json\/wp\/v2\/pages\/195\/revisions\/542"}],"wp:attachment":[{"href":"https:\/\/csi.ualg.pt\/nilmforihem\/wp-json\/wp\/v2\/media?parent=195"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}