{"id":587,"date":"2017-04-14T10:34:14","date_gmt":"2017-04-14T13:34:14","guid":{"rendered":"http:\/\/www.rcodigital.com.br\/blog\/?p=587"},"modified":"2024-02-26T19:12:04","modified_gmt":"2024-02-26T19:12:04","slug":"trenitalia-reduz-custos-de-manutencao-de-trens-com-sap","status":"publish","type":"post","link":"https:\/\/www.intergate.net.br\/blog\/trenitalia-reduz-custos-de-manutencao-de-trens-com-sap\/","title":{"rendered":"Trenitalia reduz custos de manuten\u00e7\u00e3o de trens com SAP IoT e projeto\u00a0Big-Data"},"content":{"rendered":"<h1>A <em>Trenitalia<\/em>\u00a0est\u00e1 montando sua frota de trens com sensores para permitir a &#8220;manuten\u00e7\u00e3o preditiva&#8221; dos componentes.<\/h1>\n<p><strong>A <em>Trenitalia<\/em> \u00e9 a principal operadora de trens da It\u00e1lia, com 241 trens de alta velocidade, 800 trens regionais e 600 trens de carga.\u00a0<\/strong><\/p>\n<p>A <em>Trenitalia\u00a0<\/em>est\u00e1 montando sua frota de trens com sensores para permitir a &#8220;<strong>manuten\u00e7\u00e3o preditiva<\/strong>&#8221; dos componentes, potencialmente salvando centenas de milh\u00f5es de euros.<\/p>\n<p><iframe loading=\"lazy\" title=\"Trenitalia: Creating a System of Maintenance Management Powered by SAP HANA\" width=\"750\" height=\"422\" src=\"https:\/\/www.youtube.com\/embed\/583aGe0xIGY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe><\/p>\n<h4>Entenda mais sobre o Projeto <em>Trenitalia <\/em>&amp;<em> SAP<\/em><\/h4>\n<p><!--more--><\/p>\n<p><strong>Em 2014 embarcou em um projeto de cinco anos de Internet das Coisas (<em>IoT<\/em>), para fornecer informa\u00e7\u00f5es em tempo real sobre a condi\u00e7\u00e3o de seu material circulante. <\/strong>A\u00a0 empresa ferrovi\u00e1ria armazenar\u00e1 at\u00e9 um<em> petabyte<\/em> de dados de sensores quando o projeto for conclu\u00eddo em 2019.<\/p>\n<p>Os planos se concentram em torno da cria\u00e7\u00e3o de seu sistema din\u00e2mico de gerenciamento de manuten\u00e7\u00e3o (<em>DMMS<\/em>), que <strong>combina algoritmos de aprendizado de m\u00e1quinas com a plataforma de computa\u00e7\u00e3o em mem\u00f3ria <a href=\"http:\/\/www.intergate.net.br\/blog\/sap-business-one-hana-o-que-isso-significa-para-seu-negocio\/\" target=\"_blank\" rel=\"noopener noreferrer\"><em>HANA<\/em><\/a> da <em>SAP<\/em><\/strong><em>.<\/em><\/p>\n<blockquote><p><em>&#8220;<strong>O objetivo \u00e9<\/strong> transformar completamente a forma como fazemos a manuten\u00e7\u00e3o na Trenitalia. <strong>Ser capaz de antecipar eventos e opera\u00e7\u00f5es de manuten\u00e7\u00e3o permitir\u00e1 \u00e0 nossa empresa reduzir erros e tornar os processos mais eficientes.<\/strong>&#8220;, <strong>disse o CIO, Danilo Gismondi<\/strong>, falando em um evento em \u00a0Pietrarsa, na It\u00e1lia, em outubro\/2016.<\/em><\/p><\/blockquote>\n<p><strong>Atrav\u00e9s do projeto, a<em> Trenitalia<\/em> espera realizar uma economia de 8 a 10 por cento nos custos totais de manuten\u00e7\u00e3o.<\/strong> Para colocar isso em contexto, o operador gasta atualmente cerca de \u20ac 1,3 bilh\u00f5es na manuten\u00e7\u00e3o por\u00a0ano.<\/p>\n<p>Tamb\u00e9m \u00e9 prov\u00e1vel que ocorram economias\u00a0relacionadas com penalidades de contrato de servi\u00e7o, pois o tempo de inatividade \u00e9 reduzido devido \u00e0 manuten\u00e7\u00e3o n\u00e3o planejada.<\/p>\n<h2>Predi\u00e7\u00e3o de Danos<\/h2>\n<p>Estes dados s\u00e3o transmitidos ao centro de dados <em>Trenitalia<\/em>, que ter\u00e1 um <em>petabyte<\/em> de armazenamento suportando sua plataforma <em>DMMS<\/em> ap\u00f3s a conclus\u00e3o. Ele tamb\u00e9m ter\u00e1 um total de 24 <em>terabytes<\/em> de dados <em>online<\/em> na mem\u00f3ria dentro da plataforma <em>SAP HANA.<\/em><\/p>\n<blockquote><p><em><span style=\"color: #666666; font-size: 1.125rem;\">&#8220;Normalmente, os trens s\u00e3o levados para verifica\u00e7\u00f5es de manuten\u00e7\u00e3o de cronograma fixo, quer quando ocorre uma falha ou quando eles viajaram uma certa dist\u00e2ncia.<strong> Com o uso de dados de sensores<\/strong>, isso mudar\u00e1 para uma abordagem de &#8216;manuten\u00e7\u00e3o condicional&#8217;.<\/span><span style=\"color: #666666; font-size: 1.125rem;\">\u00a0<\/span>Isso<strong style=\"color: #666666; font-size: 1.125rem; font-style: italic;\"> permite que a Trenitalia realize a manuten\u00e7\u00e3o antes da falha ocorrer&#8221;<\/strong><span style=\"color: #666666; font-size: 1.125rem;\">,<strong> explicou<\/strong><\/span><strong><span style=\"color: #666666; font-size: 1.125rem;\">\u00a0<\/span>Marco Caposcuitti,<span style=\"color: #666666; font-size: 1.125rem;\"> chefe de tecnologia da <\/span>Trenitalia.<\/strong><\/em><\/p><\/blockquote>\n<div style=\"width: 610px\" class=\"wp-caption alignnone\"><img decoding=\"async\" src=\"https:\/\/c2.staticflickr.com\/8\/7232\/27433421805_2a730e9ab6_b.jpg\" alt=\"Marco Caposcuitti, chefe de tecnologia da Trenitalia.\" width=\"600\" height=\"401\" \/><p class=\"wp-caption-text\">Marco Caposcuitti, chefe de tecnologia da Trenitalia.<\/p><\/div>\n<h2><span style=\"font-size: 1.25rem;\">An\u00e1lise de dados<\/span><\/h2>\n<blockquote><p><em>O CIO da Trenitalia, Daniel Gismondi disse que &#8220;<strong>os trens criar\u00e3o uma incr\u00edvel quantidade de dados, com centenas de sensores incorporados em cada trem, gerando aproximadamente 5.000 sinais por segundo&#8221;<\/strong>.<\/em><\/p><\/blockquote>\n<p><i>O<\/i>s dados gerados ser\u00e3o utilizados em toda a organiza\u00e7\u00e3o, alimentando em seu sistema de <em>ERP<\/em> de gest\u00e3o de material circulante e eventualmente fornecendo informa\u00e7\u00f5es de trem para os clientes.<\/p>\n<blockquote><p><em>&#8220;\u00c9 uma parte de um grande programa onde colocamos o cliente no centro de nossos pensamentos&#8221;, disse ele.<\/em><\/p>\n<div style=\"width: 610px\" class=\"wp-caption alignnone\"><img decoding=\"async\" src=\"https:\/\/i.ytimg.com\/vi\/N-hnqm-eNz4\/maxresdefault.jpg\" alt=\"Danilo Gismondi CIO da Trenitalia\" width=\"600\" height=\"338\" \/><p class=\"wp-caption-text\">Danilo Gismondi CIO da Trenitalia<\/p><\/div>\n<p><em>&#8220;Ao correlacionar os dados gerados pelos sensores e compartilh\u00e1-lo em toda a empresa &#8211; com as opera\u00e7\u00f5es da sala de controle de tr\u00e1fego, o escrit\u00f3rio de atendimento ao cliente, o back office &#8211; este projeto nos permitir\u00e1 manter todos conscientes sobre o status do trem, sobre as condi\u00e7\u00f5es dos diferentes componentes que temos a bordo, e tamb\u00e9m para voltar ao nosso cliente para mant\u00ea-los sempre informados sobre o status do trem&#8221;, <strong>conclui Gismondi.<\/strong><\/em><\/p><\/blockquote>\n<table style=\"height: 157px;\" border=\"2\" width=\"548\">\n<tbody>\n<tr style=\"border-color: #000000;\">\n<td style=\"background-color: #e6d629; width: 210.609px;\"><strong>EMPRESA<\/strong><\/td>\n<td style=\"width: 351.609px;\"><em><a href=\"http:\/\/www.trenitalia.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Trenital<span style=\"text-decoration: underline;\">i<\/span><\/a><span style=\"text-decoration: underline;\">a<\/span><\/em><\/td>\n<\/tr>\n<tr style=\"border-color: #000000;\">\n<td style=\"background-color: #e6d629; width: 210.609px;\"><strong>LOCALIZA\u00c7\u00c3O<\/strong><\/td>\n<td style=\"width: 351.609px;\">It\u00e1lia<\/td>\n<\/tr>\n<tr style=\"border-color: #000000;\">\n<td style=\"background-color: #e6d629; width: 210.609px;\"><strong>SEGMENTO<\/strong><\/td>\n<td style=\"width: 351.609px;\">Transporte P\u00fablico Ferrovi\u00e1rio<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><a href=\"http:\/\/www.intergate.net.br\/blog\/category\/sap-business-one\/\"><\/a><\/p>\n<hr \/>\n<p><strong>FONTE:<\/strong> <em><a href=\"https:\/\/www.youtube.com\/channel\/UCU-WPZb0DbuUE004yKdFybw\" target=\"_blank\" rel=\"noopener noreferrer\">SAP Brasil<\/a>, SAP News,\u00a0ComputerWorldUK<\/em><\/p>\n<hr \/>\n<p>&nbsp;\t\t<\/p>\n","protected":false},"excerpt":{"rendered":"<p>A Trenitalia\u00a0est\u00e1 montando sua frota de trens com sensores para permitir a &#8220;manuten\u00e7\u00e3o preditiva&#8221; dos componentes. A Trenitalia \u00e9 a principal operadora de trens da It\u00e1lia, com 241 trens de alta velocidade, 800 trens regionais e 600 trens de carga.\u00a0 A Trenitalia\u00a0est\u00e1 montando sua frota de trens com sensores para [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1931,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","_themeisle_gutenberg_block_has_review":false,"footnotes":""},"categories":[3],"tags":[88,295,298,458,550,554],"class_list":["post-587","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-sem-classificacao","tag-big-data","tag-iot","tag-italia","tag-sap-hana","tag-transporte","tag-trenitalia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Trenitalia reduz custos de manuten\u00e7\u00e3o de trens com SAP<\/title>\n<meta name=\"description\" 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