{"id":853,"date":"2024-11-19T19:10:25","date_gmt":"2024-11-19T18:10:25","guid":{"rendered":"https:\/\/blogs.uned.es\/ml-edar\/?page_id=853"},"modified":"2025-11-20T20:54:15","modified_gmt":"2025-11-20T19:54:15","slug":"resultados","status":"publish","type":"page","link":"https:\/\/blogs.uned.es\/ml-edar\/resultados\/","title":{"rendered":"Publicaciones"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"853\" class=\"elementor elementor-853\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1a17409 elementor-section-stretched elementor-section-height-min-height elementor-section-content-middle elementor-section-boxed elementor-section-height-default elementor-section-items-middle\" data-id=\"1a17409\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-ca323d7\" data-id=\"ca323d7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-dcda665 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"dcda665\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-368870a\" data-id=\"368870a\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-6b90ff0\" data-id=\"6b90ff0\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e109f77 elementor-widget elementor-widget-heading\" data-id=\"e109f77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Publicaciones<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1e85720 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1e85720\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-9afc89b\" data-id=\"9afc89b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2247399 elementor-widget elementor-widget-heading\" data-id=\"2247399\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Publicaciones<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-054c4e1 elementor-widget elementor-widget-text-editor\" data-id=\"054c4e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Hasta el momento, el proyecto ha dado lugar a las siguientes publicaciones:<\/p><ul><li>Hern\u00e1ndez-del-Olmo F, Gaudioso E, Duro N, Dormido R, Gorrotxategi M. <a href=\"https:\/\/hdl.handle.net\/20.500.14468\/12461\">Advanced Control by Reinforcement Learning for Wastewater Treatment Plants: A Comparison with Traditional Approaches<\/a>. Applied Sciences. 2023; 13(8):4752.<\/li><li>Hern\u00e1ndez-del-Olmo F, Gaudioso E, Duro N, Dormido R. <a href=\"https:\/\/hdl.handle.net\/20.500.14468\/12456\">Machine Learning Weather Soft-Sensor for Advanced Control of Wastewater Treatment Plants<\/a>. Sensors. 2019; 19(14):3139.<\/li><li>Hern\u00e1ndez-del-Olmo F., Gaudioso E., Dormido R., Duro N. <a href=\"https:\/\/hdl.handle.net\/20.500.14468\/12455\">Tackling the start-up of a reinforcement learning agent for the control of wastewater treatment plants<\/a>. Knowledge-Based Systems, 2018. 144, pp. 9 &#8211; 15.<\/li><li>Hern\u00e1ndez-del-Olmo F, Gaudioso E, Dormido R, Duro N. <a href=\"https:\/\/doi.org\/10.3390\/en9090755\">Energy and Environmental Efficiency for the N-Ammonia Removal Process in Wastewater Treatment Plants by Means of Reinforcement Learning<\/a>. Energies. 2016; 9(9):755.<\/li><li><span class=\"dont-break-out preserve-line-breaks ng-star-inserted\">Kandare, G., Vi\u00fadez-Moreiras, D., and Hern\u00e1ndez-del-Olmo, F. (2012), <strong><span style=\"color: #000000\">Adaptive Control of the Oxidation Ditch Reactors in a Wastewater Treatment Plant<\/span>. International Journal of Adaptive Control and Signal Processing<\/strong>, Vol.26, No. 10, pp. 976-989, ISSN: 1099-1115. <a href=\"https:\/\/doi.org\/10.1002\/acs.2273\">https:\/\/doi.org\/10.1002\/acs.2273<\/a><\/span><\/li><li>Hern\u00e1ndez-del-Olmo, F., Llanes, F.H., Gaudioso, E. <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0957417411011742\">An emergent approach for the control of wastewater treatment plants by means of reinforcement learning techniques<\/a>, Expert Systems with Applications, Volume 39, Issue 3, 2012, Pages 2355-2360, ISSN 0957-4174, https:\/\/doi.org\/10.1016\/j.eswa.2011.08.062.<\/li><li>F. Hernandez-del-Olmo, E. Gaudioso and A. Nevado, <strong><a href=\"https:\/\/doi.org\/10.1109\/TSMCC.2011.2162401\"><span style=\"color: #000000\">Autonomous Adaptive and Active Tuning Up of the Dissolved Oxygen Setpoint in a Wastewater Treatment Plant Using Reinforcement Learning<\/span><\/a><\/strong>, in IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews), vol. 42, no. 5, pp. 768-774, Sept. 2012, doi: 10.1109\/TSMCC.2011.2162401.<\/li><li>Hernandez-del-Olmo, F., Gaudioso, E. <strong><a href=\"https:\/\/doi.org\/10.1007\/978-3-642-21326-7_24\"><span style=\"color: #000000\">Reinforcement Learning Techniques for the Control of WasteWater Treatment Plants<\/span><\/a>.<\/strong> In: Ferr\u00e1ndez, J.M., \u00c1lvarez S\u00e1nchez, J.R., de la Paz, F., Toledo, F.J. (eds) New Challenges on Bioinspired Applications. IWINAC 2011. Lecture Notes in Computer Science, vol 6687. Springer, Berlin, Heidelberg. (2011). https:\/\/doi.org\/10.1007\/978-3-642-21326-7_24<\/li><li>Hern\u00e1ndez-del-Olmo, F.; Gaudioso, E.; H. Llanes, F.. <strong>Autonomous adaptation of the oxygen setpoint in the N-ammonia removal process<\/strong>; Watermatex. 8th IWA Symposium on Systems Analysis and Integrated Assessment. International Water Association. Junio, (2011). San Sebastian, Espa\u00f1a<\/li><li>Nevado, A.; Requena, R.; Hern\u00e1ndez-del-Olmo, F.; <strong>ADaptive predictive EXpert Cascade Control for Ammonia Control in the N-Ammonia Removal Process<\/strong>; Watermatex. 8th IWA Symposium on Systems Analysisand Integrated Assessment. International Water Association.\u00a0Junio, (2011). San Sebastian, Espa\u00f1a<\/li><li>Hern\u00e1ndez-del-Olmo, F.; H. Llanes, F.; Gaudioso, E.; <strong>An Emergent Approach for Oxygen Control in the N-Ammonia Removal Process<\/strong>; International IWA Conference on Sustainable Solutions for Small Water\u00a0Systems. International Water Association.\u00a0Abril, (2010). Gerona, Espa\u00f1a<\/li><li>Hern\u00e1ndez-del-Olmo, F.; H. Llanes, F.; <strong>Artificial Intelligence in Wastewater Systems: An Emergent Approach<\/strong>; 10th IWA Conference on Instrumentation, Control and Automation. International Water Association.\u00a0Junio, (2009). Cairns, Australia<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Publicaciones Publicaciones Hasta el momento, el proyecto ha dado lugar a las siguientes publicaciones: Hern\u00e1ndez-del-Olmo F, Gaudioso E, Duro N, Dormido R, Gorrotxategi M. Advanced Control by Reinforcement Learning for Wastewater Treatment Plants: A Comparison with Traditional Approaches. Applied Sciences. 2023; 13(8):4752. Hern\u00e1ndez-del-Olmo F, Gaudioso E, Duro N, Dormido R. Machine Learning Weather Soft-Sensor for Advanced Control of Wastewater Treatment Plants. Sensors. 2019; 19(14):3139. Hern\u00e1ndez-del-Olmo F., Gaudioso E., Dormido R., Duro N. Tackling the start-up of a reinforcement learning agent for the control of wastewater treatment plants. Knowledge-Based Systems, 2018. 144, pp. 9 &#8211; 15. Hern\u00e1ndez-del-Olmo F, Gaudioso E, Dormido R, Duro N. Energy and Environmental Efficiency for the N-Ammonia Removal Process in Wastewater Treatment Plants by Means of Reinforcement Learning. Energies. 2016; 9(9):755. Kandare, G., Vi\u00fadez-Moreiras, D., and Hern\u00e1ndez-del-Olmo, F. (2012), Adaptive Control of the Oxidation Ditch Reactors in a Wastewater Treatment Plant. International Journal of Adaptive Control and&hellip;<\/p>\n<p> <a class=\"more-link\" href=\"https:\/\/blogs.uned.es\/ml-edar\/resultados\/\">Leer m\u00e1s<\/a><\/p>\n","protected":false},"author":7975,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-853","page","type-page","status-publish"],"_links":{"self":[{"href":"https:\/\/blogs.uned.es\/ml-edar\/wp-json\/wp\/v2\/pages\/853","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.uned.es\/ml-edar\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blogs.uned.es\/ml-edar\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.uned.es\/ml-edar\/wp-json\/wp\/v2\/users\/7975"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.uned.es\/ml-edar\/wp-json\/wp\/v2\/comments?post=853"}],"version-history":[{"count":29,"href":"https:\/\/blogs.uned.es\/ml-edar\/wp-json\/wp\/v2\/pages\/853\/revisions"}],"predecessor-version":[{"id":1061,"href":"https:\/\/blogs.uned.es\/ml-edar\/wp-json\/wp\/v2\/pages\/853\/revisions\/1061"}],"wp:attachment":[{"href":"https:\/\/blogs.uned.es\/ml-edar\/wp-json\/wp\/v2\/media?parent=853"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}