{"id":3408,"date":"2025-02-13T11:02:26","date_gmt":"2025-02-13T14:02:26","guid":{"rendered":"https:\/\/sites.usp.br\/relab\/home-espanol\/"},"modified":"2025-02-13T15:21:40","modified_gmt":"2025-02-13T18:21:40","slug":"home-espanol","status":"publish","type":"page","link":"https:\/\/sites.usp.br\/relab\/es\/home-espanol\/","title":{"rendered":"Inicio"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"3408\" class=\"elementor elementor-3408\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1812863 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1812863\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&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-2298604\" data-id=\"2298604\" data-element_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-a4fe2ec elementor-widget elementor-widget-heading\" data-id=\"a4fe2ec\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">INVESTIGACI\u00d3N E INNOVACI\u00d3N EN CONFIABILIDAD<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-473d0c0 elementor-widget elementor-widget-spacer\" data-id=\"473d0c0\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d34d31 elementor-widget__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"6d34d31\" data-element_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<p>El Laboratorio de Confiabilidad (Reliability Laboratory &#8211; Relab) de la Universidad de S\u00e3o Paulo es un centro de investigaci\u00f3n dedicado al desarrollo de soluciones avanzadas para los desaf\u00edos relacionados con la confiabilidad y el mantenimiento de sistemas industriales. Nuestro laboratorio trabaja en \u00e1reas como gesti\u00f3n de mantenimiento, detecci\u00f3n y diagn\u00f3stico de fallas, pron\u00f3stico y dise\u00f1o basado en confiabilidad. Conectamos la investigaci\u00f3n acad\u00e9mica y las demandas reales de la industria para crear innovaciones que impacten positivamente al sector productivo y la sociedad.<\/p>\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-c22d88b elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c22d88b\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&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-7b6aada\" data-id=\"7b6aada\" data-element_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-72aff19 elementor-widget elementor-widget-spacer\" data-id=\"72aff19\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6574df elementor-widget elementor-widget-heading\" data-id=\"f6574df\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">L\u00cdNEAS DE INVESTIGACI\u00d3N<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-ef4e80d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ef4e80d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-wider\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-d0611d9\" data-id=\"d0611d9\" data-element_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-24503a3 elementor-widget elementor-widget-image\" data-id=\"24503a3\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"388\" height=\"234\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/maintenance-management.jpeg\" class=\"attachment-large size-large wp-image-3004\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/maintenance-management.jpeg 388w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/maintenance-management-300x181.jpeg 300w\" sizes=\"(max-width: 388px) 100vw, 388px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-559f934 elementor-widget elementor-widget-heading\" data-id=\"559f934\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Gesti\u00f3n de Mantenimiento<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-74ecb40 elementor-widget elementor-widget-text-editor\" data-id=\"74ecb40\" data-element_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<p>Soluciones para optimizar las estrategias de mantenimiento, reduciendo costos y maximizando la disponibilidad de los sistemas industriales<\/p>\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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-9dba717\" data-id=\"9dba717\" data-element_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-71db633 elementor-widget elementor-widget-image\" data-id=\"71db633\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"296\" height=\"234\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/Predictive-maintenance.jpeg\" class=\"attachment-large size-large wp-image-3005\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4986054 elementor-widget elementor-widget-heading\" data-id=\"4986054\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Mantenimiento Predictivo con Apoyo de IA<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e60d88 elementor-widget elementor-widget-text-editor\" data-id=\"7e60d88\" data-element_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<p>Utilizar t\u00e9cnicas de inteligencia artificial para predecir fallos, aumentar la eficiencia operativa y evitar tiempos de inactividad no planificados<\/p>\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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-31aa540\" data-id=\"31aa540\" data-element_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-f6970b7 elementor-widget elementor-widget-image\" data-id=\"f6970b7\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/resliability-based-design-1024x576.jpg\" class=\"attachment-large size-large wp-image-3006\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/resliability-based-design-1024x576.jpg 1024w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/resliability-based-design-300x169.jpg 300w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/resliability-based-design-768x432.jpg 768w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/resliability-based-design-1536x864.jpg 1536w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/resliability-based-design-800x450.jpg 800w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/resliability-based-design-310x174.jpg 310w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/resliability-based-design-400x225.jpg 400w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/resliability-based-design.jpg 2000w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a3fb98c elementor-widget elementor-widget-heading\" data-id=\"a3fb98c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Dise\u00f1o Basado en la Confiabilidad<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fe48875 elementor-widget elementor-widget-text-editor\" data-id=\"fe48875\" data-element_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<p>Desarrollo de sistemas dise\u00f1ados para alto desempe\u00f1o y durabilidad, alineados con las exigencias de la industria moderna.<\/p>\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 class=\"elementor-element elementor-element-9e61258 elementor-widget elementor-widget-spacer\" data-id=\"9e61258\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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-44e1df0 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"44e1df0\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&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-e7b38ff\" data-id=\"e7b38ff\" data-element_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-1fe5af7 elementor-widget elementor-widget-spacer\" data-id=\"1fe5af7\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c1dd685 elementor-widget elementor-widget-heading\" data-id=\"c1dd685\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">RELAB EN N\u00daMEROS<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-89b52b9 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"89b52b9\" data-element_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-33 elementor-inner-column elementor-element elementor-element-967c73b\" data-id=\"967c73b\" data-element_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-cd95ffa elementor-widget elementor-widget-text-editor\" data-id=\"cd95ffa\" data-element_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<p>26<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bf3c55c elementor-widget elementor-widget-text-editor\" data-id=\"bf3c55c\" data-element_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<p>Investigadores Activos<\/p>\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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-4d45807\" data-id=\"4d45807\" data-element_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-38439d9 elementor-widget elementor-widget-text-editor\" data-id=\"38439d9\" data-element_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<p>212<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f8d2af1 elementor-widget elementor-widget-text-editor\" data-id=\"f8d2af1\" data-element_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<p>Publicaciones<\/p>\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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-dddc403\" data-id=\"dddc403\" data-element_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-9609cb6 elementor-widget elementor-widget-text-editor\" data-id=\"9609cb6\" data-element_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<p>14<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d60c973 elementor-widget elementor-widget-text-editor\" data-id=\"d60c973\" data-element_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<p>Proyectos con Empresas Colaboradoras<\/p>\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-inner-section elementor-element elementor-element-f97cfb7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f97cfb7\" data-element_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-33 elementor-inner-column elementor-element elementor-element-c3baa9d\" data-id=\"c3baa9d\" data-element_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-c99571e elementor-widget elementor-widget-text-editor\" data-id=\"c99571e\" data-element_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<p>48<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ca47598 elementor-widget elementor-widget-text-editor\" data-id=\"ca47598\" data-element_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<p>Maestr\u00eda Graduada<\/p>\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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-b959d77\" data-id=\"b959d77\" data-element_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-1e0962d elementor-widget elementor-widget-text-editor\" data-id=\"1e0962d\" data-element_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<p>17<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30b7e12 elementor-widget elementor-widget-text-editor\" data-id=\"30b7e12\" data-element_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<p>Doctores Graduados<\/p>\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<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-ef31538\" data-id=\"ef31538\" data-element_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-c6ae223 elementor-widget elementor-widget-text-editor\" data-id=\"c6ae223\" data-element_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<p>135<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-66278a9 elementor-widget elementor-widget-text-editor\" data-id=\"66278a9\" data-element_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<p>Participaci\u00f3n en Congresos<\/p>\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\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-e33d6f4 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e33d6f4\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&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-65d6df4\" data-id=\"65d6df4\" data-element_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-1d38253 elementor-widget elementor-widget-spacer\" data-id=\"1d38253\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b2262c elementor-widget elementor-widget-heading\" data-id=\"1b2262c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">DOCENTES INVESTIGADORES<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-656e44c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"656e44c\" data-element_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-11643ad\" data-id=\"11643ad\" data-element_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-03c366e elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"03c366e\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"475\" height=\"475\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/gilberto.png\" class=\"attachment-full size-full wp-image-3052\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/gilberto.png 475w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/gilberto-300x300.png 300w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/gilberto-150x150.png 150w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/gilberto-45x45.png 45w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/gilberto-200x200.png 200w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/gilberto-400x400.png 400w\" sizes=\"(max-width: 475px) 100vw, 475px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Gilberto Francisco Martha de Souza<\/h3><p class=\"elementor-image-box-description\">gfmsouza@usp.br<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-150ca00 elementor-widget elementor-widget-text-editor\" data-id=\"150ca00\" data-element_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<p>Profesor Titular del Departamento de Ingenier\u00eda Mecatr\u00f3nica y Sistemas Mec\u00e1nicos de la Escuela Polit\u00e9cnica de la USP y Fundador de Relab. Su investigaci\u00f3n abarca el dise\u00f1o basado en confiabilidad y confiabilidad estructural, utilizando inteligencia artificial para mejorar el rendimiento y la seguridad de sistemas complejos.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56cd2e8 elementor-shape-rounded elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"56cd2e8\" data-element_type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-researchgate elementor-repeater-item-8719d29\" href=\"https:\/\/www.researchgate.net\/profile\/Gilberto-Souza-14\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Researchgate<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-researchgate\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-orcid elementor-repeater-item-80ce60c\" href=\"https:\/\/orcid.org\/0000-0002-9837-7038\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Orcid<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-orcid\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-67d4c24 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"67d4c24\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-8737f56\" data-id=\"8737f56\" data-element_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-8e8908d elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"8e8908d\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"1502\" height=\"1502\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/arthur.png\" class=\"attachment-full size-full wp-image-3051\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/arthur.png 1502w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/arthur-300x300.png 300w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/arthur-1024x1024.png 1024w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/arthur-150x150.png 150w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/arthur-768x768.png 768w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/arthur-600x600.png 600w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/arthur-45x45.png 45w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/arthur-200x200.png 200w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/arthur-400x400.png 400w\" sizes=\"(max-width: 1502px) 100vw, 1502px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Arthur Henrique de Andrade Melani<\/h3><p class=\"elementor-image-box-description\">melani@usp.br<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e44f85d elementor-widget elementor-widget-text-editor\" data-id=\"e44f85d\" data-element_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<p>Profesor Asistente en el Departamento de Ingenier\u00eda Mecatr\u00f3nica y Sistemas Mec\u00e1nicos de la Escuela Polit\u00e9cnica de la USP. Investigador dedicado al desarrollo de soluciones innovadoras en confiabilidad y mantenimiento, con enfoque en el uso de inteligencia artificial para diagn\u00f3stico, pron\u00f3stico de fallas y optimizaci\u00f3n de sistemas industriales.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-294d2c8 elementor-shape-rounded elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"294d2c8\" data-element_type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-linkedin-in elementor-repeater-item-1a598d0\" href=\"https:\/\/www.linkedin.com\/in\/arthur-melani-7a643667\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Linkedin-in<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-linkedin-in\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-researchgate elementor-repeater-item-8719d29\" href=\"https:\/\/www.researchgate.net\/profile\/Arthur-Melani\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Researchgate<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-researchgate\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-orcid elementor-repeater-item-80ce60c\" href=\"https:\/\/orcid.org\/0000-0001-6955-7542\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Orcid<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-orcid\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-google elementor-repeater-item-e7945a8\" href=\"https:\/\/scholar.google.com\/citations?user=NKVFD8MAAAAJ&#038;hl=pt-BR&#038;oi=ao\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Google<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-google\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-305037f elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"305037f\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\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-inner-section elementor-element elementor-element-0701823 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0701823\" data-element_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-251e282\" data-id=\"251e282\" data-element_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-2ccc6a1 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"2ccc6a1\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"794\" height=\"794\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/renan.png\" class=\"attachment-full size-full wp-image-3054\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/renan.png 794w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/renan-300x300.png 300w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/renan-150x150.png 150w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/renan-768x768.png 768w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/renan-600x600.png 600w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/renan-45x45.png 45w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/renan-200x200.png 200w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/renan-400x400.png 400w\" sizes=\"(max-width: 794px) 100vw, 794px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Renan Favar\u00e3o da Silva<\/h3><p class=\"elementor-image-box-description\">renanfavarao@usp.br<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-04c0ea1 elementor-widget elementor-widget-text-editor\" data-id=\"04c0ea1\" data-element_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<p>Profesor Asistente del Departamento de Producci\u00f3n de la Escuela Polit\u00e9cnica de la USP. Desarrolla investigaci\u00f3n en gesti\u00f3n de mantenimiento y gesti\u00f3n de activos, aplicando inteligencia artificial para optimizar las estrategias de mantenimiento y aumentar la eficiencia operativa.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7781b4b elementor-shape-rounded elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"7781b4b\" data-element_type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-linkedin-in elementor-repeater-item-1a598d0\" href=\"https:\/\/www.linkedin.com\/in\/renanfavarao\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Linkedin-in<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-linkedin-in\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-researchgate elementor-repeater-item-8719d29\" href=\"https:\/\/www.researchgate.net\/profile\/Renan-Da-Silva\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Researchgate<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-researchgate\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-orcid elementor-repeater-item-80ce60c\" href=\"https:\/\/orcid.org\/0000-0001-5980-6330\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Orcid<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-orcid\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-google elementor-repeater-item-e7945a8\" href=\"https:\/\/scholar.google.com\/citations?user=i_0mW7oAAAAJ&#038;hl=pt-BR\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Google<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-google\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-866e1be elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"866e1be\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\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<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-cea7e87\" data-id=\"cea7e87\" data-element_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-d8be592 elementor-position-top elementor-widget elementor-widget-image-box\" data-id=\"d8be592\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><img loading=\"lazy\" decoding=\"async\" width=\"1300\" height=\"1300\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/miguel.png\" class=\"attachment-full size-full wp-image-3055\" alt=\"\" srcset=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/miguel.png 1300w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/miguel-300x300.png 300w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/miguel-1024x1024.png 1024w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/miguel-150x150.png 150w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/miguel-768x768.png 768w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/miguel-600x600.png 600w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/miguel-45x45.png 45w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/miguel-200x200.png 200w, https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/miguel-400x400.png 400w\" sizes=\"(max-width: 1300px) 100vw, 1300px\" \/><\/figure><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\">Miguel Angelo de Carvalho Michalski<\/h3><p class=\"elementor-image-box-description\">michalski@usp.br<\/p><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a88ad97 elementor-widget elementor-widget-text-editor\" data-id=\"a88ad97\" data-element_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<p>Profesor temporal del Departamento de Ingenier\u00eda de Producci\u00f3n de la Escuela Polit\u00e9cnica de la USP. Su investigaci\u00f3n se centra en la detecci\u00f3n de fallos en maquinaria rotativa, utilizando inteligencia artificial para predecir fallos y mejorar la confiabilidad de los equipos industriales.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9ab255d elementor-shape-rounded elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"9ab255d\" data-element_type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-linkedin-in elementor-repeater-item-1a598d0\" href=\"https:\/\/www.linkedin.com\/in\/macmichalski\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Linkedin-in<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-linkedin-in\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-researchgate elementor-repeater-item-8719d29\" href=\"https:\/\/www.researchgate.net\/profile\/Miguel-Michalski\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Researchgate<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-researchgate\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-orcid elementor-repeater-item-80ce60c\" href=\"https:\/\/orcid.org\/0000-0002-5140-1651\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Orcid<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-orcid\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-google elementor-repeater-item-e7945a8\" href=\"https:\/\/scholar.google.com\/citations?user=-jRlMSsAAAAJ&#038;hl=pt-BR\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Google<\/span>\n\t\t\t\t\t\t<i class=\"fab fa-google\"><\/i>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-af2e353 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"af2e353\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\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-bc55803 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bc55803\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;stretch_section&quot;:&quot;section-stretched&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-700afd2\" data-id=\"700afd2\" data-element_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-8c5d005 elementor-widget elementor-widget-spacer\" data-id=\"8c5d005\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e058e63 elementor-widget elementor-widget-heading\" data-id=\"e058e63\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">EMPRESAS Y FUNDACIONES SOCIAS<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d7d90a elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"3d7d90a\" data-element_type=\"widget\" data-settings=\"{&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;speed&quot;:500}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 de 12\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/Slide12-150x150.png\" alt=\"Slide12\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 de 12\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/Slide11-150x150.png\" alt=\"Slide11\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 de 12\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/Slide10-150x150.png\" alt=\"Slide10\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 de 12\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/Slide9-150x150.png\" alt=\"Slide9\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"5 de 12\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/Slide8-150x150.png\" alt=\"Slide8\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"6 de 12\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/Slide7-150x150.png\" alt=\"Slide7\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"7 de 12\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/Slide6-150x150.png\" alt=\"Slide6\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"8 de 12\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/Slide5-150x150.png\" alt=\"Slide5\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"9 de 12\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/Slide4-150x150.png\" alt=\"Slide4\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"10 de 12\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/Slide3-150x150.png\" alt=\"Slide3\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"11 de 12\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/Slide2-150x150.png\" alt=\"Slide2\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"12 de 12\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/sites.usp.br\/relab\/wp-content\/uploads\/sites\/1542\/2024\/12\/Slide1-150x150.png\" alt=\"Slide1\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-left\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"eicon-chevron-right\"><\/i>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ef970e6 elementor-widget elementor-widget-spacer\" data-id=\"ef970e6\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\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>INVESTIGACI\u00d3N E INNOVACI\u00d3N EN CONFIABILIDAD El Laboratorio de Confiabilidad (Reliability Laboratory &#8211; Relab) de la Universidad de S\u00e3o Paulo es un centro de investigaci\u00f3n dedicado al desarrollo de soluciones avanzadas para los desaf\u00edos relacionados con la confiabilidad y el mantenimiento de sistemas industriales. Nuestro laboratorio trabaja en \u00e1reas como gesti\u00f3n de mantenimiento, detecci\u00f3n y diagn\u00f3stico [&hellip;]<\/p>\n","protected":false},"author":24311,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-3408","page","type-page","status-publish","hentry","entry"],"_links":{"self":[{"href":"https:\/\/sites.usp.br\/relab\/wp-json\/wp\/v2\/pages\/3408","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.usp.br\/relab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.usp.br\/relab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.usp.br\/relab\/wp-json\/wp\/v2\/users\/24311"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.usp.br\/relab\/wp-json\/wp\/v2\/comments?post=3408"}],"version-history":[{"count":4,"href":"https:\/\/sites.usp.br\/relab\/wp-json\/wp\/v2\/pages\/3408\/revisions"}],"predecessor-version":[{"id":3506,"href":"https:\/\/sites.usp.br\/relab\/wp-json\/wp\/v2\/pages\/3408\/revisions\/3506"}],"wp:attachment":[{"href":"https:\/\/sites.usp.br\/relab\/wp-json\/wp\/v2\/media?parent=3408"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}