{"id":1177,"date":"2023-07-21T08:31:09","date_gmt":"2023-07-21T08:31:09","guid":{"rendered":"https:\/\/www.sas-lab.deib.polimi.it\/?p=1177"},"modified":"2023-07-21T12:13:58","modified_gmt":"2023-07-21T12:13:58","slug":"new-open-access-paper-physics-informed-online-learning-of-gray-box-models-by-moving-horizon-estimation","status":"publish","type":"post","link":"https:\/\/www.sas-lab.deib.polimi.it\/?p=1177","title":{"rendered":"New open access paper! Physics-Informed Online Learning of Gray-box Models by Moving Horizon Estimation"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1177\" class=\"elementor elementor-1177\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-12a322a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"12a322a\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&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-52f01b3\" data-id=\"52f01b3\" 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-e16d289 elementor-widget elementor-widget-page-title\" data-id=\"e16d289\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;align&quot;:&quot;left&quot;}\" data-widget_type=\"page-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\n\t\t<div class=\"hfe-page-title hfe-page-title-wrapper elementor-widget-heading\">\n\n\t\t\t\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\n\t\t\t\t\t\t\t\t\n\t\t\t\tNew open access paper! Physics-Informed Online Learning of Gray-box Models by Moving Horizon Estimation  \n\t\t\t<\/h2 > \n\t\t\t\t\t<\/div>\n\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9c88e81 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9c88e81\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&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-588042c\" data-id=\"588042c\" 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-49b4f23 elementor-widget elementor-widget-text-editor\" data-id=\"49b4f23\" 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>The paper, authored by\u00a0Kristoffer L\u00f8wenstein, Daniele Bernardini, Lorenzo Fagiano and Alberto Bemporad, presents a Moving Horizon Estimaiton approach to concurrently estiamte the state of a dynamical system and the parameters of a black-box subsystem that is part of an otherwise physics-based (white box) model. The paper is open access and available <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0947358023000900\"><b>at this link<\/b><\/a>.<\/p><p>The work has been carried out in the framework of the\u00a0<a style=\"background-color: #ffffff; word-spacing: normal;\" href=\"http:\/\/www.elo-x.eu\" target=\"_blank\" rel=\"noopener\"><b>ELO-X project<\/b><\/a>.<\/p>\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>An online approach to concurrently estimate the state and learn black-box nonlinearities<\/p>\n<p> <a class=\"more-link\" href=\"https:\/\/www.sas-lab.deib.polimi.it\/?p=1177\">Read more<\/a><\/p>","protected":false},"author":5,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-1177","post","type-post","status-publish","format-standard","category-news"],"_links":{"self":[{"href":"https:\/\/www.sas-lab.deib.polimi.it\/index.php?rest_route=\/wp\/v2\/posts\/1177","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sas-lab.deib.polimi.it\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sas-lab.deib.polimi.it\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sas-lab.deib.polimi.it\/index.php?rest_route=\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sas-lab.deib.polimi.it\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1177"}],"version-history":[{"count":8,"href":"https:\/\/www.sas-lab.deib.polimi.it\/index.php?rest_route=\/wp\/v2\/posts\/1177\/revisions"}],"predecessor-version":[{"id":1185,"href":"https:\/\/www.sas-lab.deib.polimi.it\/index.php?rest_route=\/wp\/v2\/posts\/1177\/revisions\/1185"}],"wp:attachment":[{"href":"https:\/\/www.sas-lab.deib.polimi.it\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1177"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sas-lab.deib.polimi.it\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1177"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sas-lab.deib.polimi.it\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1177"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}