{"id":464635,"date":"2024-11-01T14:25:15","date_gmt":"2024-11-01T13:25:15","guid":{"rendered":"https:\/\/www.devoteam.com\/success-story\/alstom-predictive-maintenance-on-cloud\/"},"modified":"2025-01-27T11:27:29","modified_gmt":"2025-01-27T10:27:29","slug":"alstom-predictive-maintenance-on-cloud","status":"publish","type":"success-story","link":"https:\/\/devoteam.info\/en-nl\/success-story\/alstom-predictive-maintenance-on-cloud\/","title":{"rendered":"Alstom Drives Operational Excellence with Predictive Maintenance on Cloud\u00a0"},"content":{"rendered":"\n<div class=\"wp-block-group alignfull feature-boxes has-base-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-033faf9f wp-block-group-is-layout-constrained\" style=\"margin-top:0px;padding-top:var(--wp--preset--spacing--small);padding-right:0;padding-bottom:var(--wp--preset--spacing--small);padding-left:0\">\n<div class=\"wp-block-group alignwide is-vertical is-layout-flex wp-container-core-group-is-layout-b99ecfb1 wp-block-group-is-layout-flex\">\n<h2 class=\"wp-block-heading has-text-align-left\">The snapshot<\/h2>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-e3ca69fe wp-block-columns-is-layout-flex\" style=\"margin-top:0px;margin-bottom:0px\">\n<div class=\"wp-block-column is-style-column-box-shadow has-border-color has-base-background-color has-background is-layout-flow wp-container-core-column-is-layout-413fa631 wp-block-column-is-layout-flow\" style=\"border-color:#e3e3ea;border-width:1px;padding-top:var(--wp--preset--spacing--medium);padding-right:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--medium);padding-left:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-b56e0895 wp-block-group-is-layout-constrained\">\n<p class=\"has-primary-color has-text-color has-link-color has-xxx-large-font-size wp-elements-1 wp-block-paragraph\"><strong>1<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:600\">Alstom, a global leader in rail transport, needed to optimise train uptime and enhance customer satisfaction.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-style-column-box-shadow has-border-color has-base-background-color has-background is-layout-flow wp-container-core-column-is-layout-413fa631 wp-block-column-is-layout-flow\" style=\"border-color:#e3e3ea;border-width:1px;padding-top:var(--wp--preset--spacing--medium);padding-right:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--medium);padding-left:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-b56e0895 wp-block-group-is-layout-constrained\">\n<p class=\"has-primary-color has-text-color has-link-color has-xxx-large-font-size wp-elements-2 wp-block-paragraph\"><strong>2<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:600\">Their existing manual analysis of train log data was time-consuming and inefficient in proactively addressing potential failures.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-style-column-box-shadow has-border-color has-base-background-color has-background is-layout-flow wp-container-core-column-is-layout-413fa631 wp-block-column-is-layout-flow\" style=\"border-color:#e3e3ea;border-width:1px;padding-top:var(--wp--preset--spacing--medium);padding-right:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--medium);padding-left:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-b56e0895 wp-block-group-is-layout-constrained\">\n<p class=\"has-primary-color has-text-color has-link-color has-xxx-large-font-size wp-elements-3 wp-block-paragraph\"><strong>3<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:600\">In partnership with Devoteam, Alstom developed a cloud-powered predictive maintenance solution on AWS, automating data analysis and enabling proactive maintenance.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-vimeo wp-block-embed-vimeo wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Alstom Drives Operational Excellence with Predictive Maintenance\" src=\"https:\/\/player.vimeo.com\/video\/1025439298?dnt=1&amp;app_id=122963\" width=\"500\" height=\"281\" frameborder=\"0\" allow=\"autoplay; fullscreen; picture-in-picture; clipboard-write; encrypted-media; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-about-alstom\">About Alstom<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Alstom, a global leader in sustainable and smart mobility solutions, offers a comprehensive range of rail transport systems, including high-speed trains and advanced signalling solutions. For Alstom and its customers, maintaining operational excellence and minimizing disruptions are critical to ensuring reliable and safe train travel. In partnership with Devoteam, Alstom implemented a custom-built, cloud-powered predictive maintenance solution on Amazon Web Services (AWS), enhancing the reliability and safety of train operations.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-challenge\">The Challenge<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Traditionally, Alstom&#8217;s operators and analysts manually sifted through vast amounts of train log data to identify error patterns that could indicate potential failures. This manual approach was time-consuming and often insufficient in proactively addressing issues that could lead to costly disruptions. Alstom sought a solution to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Proactively Identify Potential Issues:<\/strong> Move from reactive to proactive maintenance to optimize train uptime.<\/li>\n\n\n\n<li><strong>Enhance Customer Satisfaction:<\/strong> Reduce unexpected delays and improve the overall reliability of train services.<\/li>\n\n\n\n<li><strong>Streamline Data Analysis:<\/strong> Efficiently analyze massive datasets to uncover actionable insights.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Our Goal:<\/strong> Develop a user-friendly application supported by a robust infrastructure that gathers and analyzes diverse data types, identifies the root causes of failures in near real-time, and enables operators and analysts to predict future issues with high accuracy.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/12\/2-Alstom-Drives-Operational-Excellence-with-Predictive-Maintenance.gif\" alt=\"\" class=\"wp-image-15892\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-solution\">The Solution<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">In collaboration with Devoteam, Alstom embarked on a digital transformation journey to automate the analysis of onboard data and detect critical error patterns. Leveraging AWS, the <strong>EBISense Onboard Platform<\/strong> was developed, offering a proactive, data-driven approach to maintenance. Key components of the solution include:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Seamless Data Integration<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Sensor Data:<\/strong> Real-time and historical data from various sensors, including temperature, speed, humidity, vibration, and pressure sensors, are securely collected from Alstom\u2019s train fleets.<\/li>\n\n\n\n<li><strong>Performance Metrics:<\/strong> Continuous monitoring of performance indicators such as engine performance, brake efficiency, and energy consumption.<\/li>\n\n\n\n<li><strong>Hardware Health Data:<\/strong> Detailed information on the health and status of critical hardware components to detect wear and tear or impending failures.<\/li>\n\n\n\n<li><strong>Integration with Existing Systems:<\/strong> Direct integration with Alstom\u2019s existing maintenance and operational systems, ensuring technicians have seamless access to all necessary information.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Advanced Analytics Engine<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Scalable Infrastructure:<\/strong> AWS provides the robust and scalable infrastructure needed to support sophisticated predictive models.<\/li>\n\n\n\n<li><strong>Machine Learning Models:<\/strong> Continuous analysis of data from multiple sources using machine learning algorithms to detect patterns that indicate potential component failures.<\/li>\n\n\n\n<li><strong>Real-Time Processing:<\/strong> Near real-time data processing ensures timely identification of issues, enabling swift preventive actions.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Visualized Insights and Alerts<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>User-Friendly Interface:<\/strong> An intuitive dashboard presents clear, actionable insights and alerts to Alstom\u2019s maintenance teams.<\/li>\n\n\n\n<li><strong>Actionable Alerts:<\/strong> Automated notifications highlight potential equipment issues, allowing for prompt intervention.<\/li>\n\n\n\n<li><strong>Customizable Views:<\/strong> Maintenance teams can tailor the interface to focus on specific data points relevant to their roles.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Predictive Maintenance Package<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Predictive Maintenance Data Assessment:<\/strong> Comprehensive evaluation of existing data sources and identification of additional data requirements (e.g., temperature, speed, humidity, vibration) to enhance predictive capabilities.<\/li>\n\n\n\n<li><strong>Predictive Maintenance Data Platform:<\/strong> A robust platform built on AWS that consolidates and manages diverse data streams, ensuring data integrity and accessibility.<\/li>\n\n\n\n<li><strong>Predictive Maintenance MLOps Platform:<\/strong> Streamlined machine learning operations that facilitate the deployment, monitoring, and maintenance of predictive models, ensuring continuous improvement and scalability.<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/12\/1-Alstom-Drives-Operational-Excellence-with-Predictive-Maintenance.gif\" alt=\"\" class=\"wp-image-15890\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-the-results\">The Results<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The implementation of the Alstom Onboard Platform has revolutionized Alstom&#8217;s train maintenance operations, delivering significant benefits:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Reduced Downtime and Delays<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Preventive Maintenance:<\/strong> Predictive insights enable scheduled maintenance and precautionary measures, preventing disruptive breakdowns.<\/li>\n\n\n\n<li><strong>Cost Savings:<\/strong> Minimizing unexpected downtimes reduces costly repairs and enhances on-time performance.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Optimized Resource Allocation<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Proactive Deployment:<\/strong> Maintenance teams are strategically deployed based on data-driven predictions, increasing operational efficiency.<\/li>\n\n\n\n<li><strong>Timely Upkeep:<\/strong> Ensures that maintenance activities are performed precisely when needed, avoiding overuse or underuse of resources.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Enhanced System Reliability<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Fewer Unscheduled Interruptions:<\/strong> Predictive maintenance leads to a significant reduction in unexpected service interruptions.<\/li>\n\n\n\n<li><strong>Improved Passenger Experience:<\/strong> Increased train reliability enhances overall passenger satisfaction and trust in Alstom\u2019s services.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Data-Driven Innovation<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Continuous Improvement:<\/strong> Ongoing data collection and analysis foster a culture of continuous improvement and innovation within Alstom\u2019s operations.<\/li>\n\n\n\n<li><strong>Scalable Solutions:<\/strong> The platform&#8217;s scalability allows Alstom to extend predictive maintenance practices to other aspects of their operations, driving further efficiencies.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group alignfull feature-boxes has-base-background-color has-background has-global-padding is-layout-constrained wp-container-core-group-is-layout-033faf9f wp-block-group-is-layout-constrained\" style=\"margin-top:0px;padding-top:var(--wp--preset--spacing--small);padding-right:0;padding-bottom:var(--wp--preset--spacing--small);padding-left:0\">\n<div class=\"wp-block-group alignwide is-vertical is-layout-flex wp-container-core-group-is-layout-b99ecfb1 wp-block-group-is-layout-flex\">\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-e3ca69fe wp-block-columns-is-layout-flex\" style=\"margin-top:0px;margin-bottom:0px\">\n<div class=\"wp-block-column is-style-column-box-shadow has-border-color has-base-background-color has-background is-layout-flow wp-container-core-column-is-layout-413fa631 wp-block-column-is-layout-flow\" style=\"border-color:#e3e3ea;border-width:1px;padding-top:var(--wp--preset--spacing--medium);padding-right:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--medium);padding-left:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-b56e0895 wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-large is-resized is-style-default wp-duotone-red-devoteam\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/09\/sliders-light.svg\" alt=\"\" class=\"wp-image-5413\" style=\"width:35px;height:auto\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:600\">Reduced downtime and delays through preventive maintenance, leading to cost savings and improved on-time performance.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-style-column-box-shadow has-border-color has-base-background-color has-background is-layout-flow wp-container-core-column-is-layout-413fa631 wp-block-column-is-layout-flow\" style=\"border-color:#e3e3ea;border-width:1px;padding-top:var(--wp--preset--spacing--medium);padding-right:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--medium);padding-left:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-b56e0895 wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-large is-resized is-style-default wp-duotone-red-devoteam\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/09\/telescope-light.svg\" alt=\"\" class=\"wp-image-5404\" style=\"width:35px;height:auto\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:600\">Optimized resource allocation based on data-driven predictions, increasing operational efficiency and ensuring timely upkeep.<\/p>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-style-column-box-shadow has-border-color has-base-background-color has-background is-layout-flow wp-container-core-column-is-layout-413fa631 wp-block-column-is-layout-flow\" style=\"border-color:#e3e3ea;border-width:1px;padding-top:var(--wp--preset--spacing--medium);padding-right:var(--wp--preset--spacing--medium);padding-bottom:var(--wp--preset--spacing--medium);padding-left:var(--wp--preset--spacing--medium)\">\n<div class=\"wp-block-group has-global-padding is-layout-constrained wp-container-core-group-is-layout-b56e0895 wp-block-group-is-layout-constrained\">\n<figure class=\"wp-block-image size-large is-resized is-style-default wp-duotone-red-devoteam\"><img decoding=\"async\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/09\/screen-users-light.svg\" alt=\"\" class=\"wp-image-5445\" style=\"width:35px;height:auto\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\" style=\"font-style:normal;font-weight:600\">Enhanced system reliability with fewer unscheduled interruptions, improving passenger satisfaction and trust in Alstom&#8217;s services.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:0px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Through our collaboration with Devoteam and the adoption of the EBISense Onboard Platform on AWS, we&#8217;ve gained access to cutting-edge predictive maintenance tools. This strategic partnership has empowered us to operate with heightened efficiency and foresight, guaranteeing our customers a consistently reliable service experience.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Magnus Lobelius, Expert System Engineer<\/p>\n<\/blockquote>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-cover alignfull has-parallax\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--xxx-large);padding-right:var(--wp--preset--spacing--large);padding-bottom:var(--wp--preset--spacing--xxx-large);padding-left:var(--wp--preset--spacing--large)\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-main-background-color has-background-dim-70 has-background-dim\"><\/span><div class=\"wp-block-cover__image-background wp-image-7229 has-parallax\" style=\"background-position:50% 50%;background-image:url(https:\/\/devoteam.info\/wp-content\/uploads\/2024\/05\/Surfer-001-copy.jpg)\"><\/div><div class=\"wp-block-cover__inner-container has-global-padding is-layout-constrained wp-container-core-cover-is-layout-ea3f966a wp-block-cover-is-layout-constrained\">\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-d064aeaa wp-block-columns-is-layout-flex\" style=\"border-style:none;border-width:0px\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:30%\">\n<h2 class=\"wp-block-heading\" id=\"h-your-success-starts-here\"><strong>Your Success Starts Here<\/strong><\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"border-left-color:var(--wp--preset--color--base);border-left-style:solid;border-left-width:2px;padding-right:var(--wp--preset--spacing--small);padding-left:var(--wp--preset--spacing--x-large);flex-basis:70%\">\n<div class=\"wp-block-group is-style-default has-global-padding is-layout-constrained wp-container-core-group-is-layout-9819b1f7 wp-block-group-is-layout-constrained\" style=\"padding-right:var(--wp--preset--spacing--x-small)\">\n<p class=\"has-medium-font-size wp-block-paragraph\">Partner with Devoteam to leverage award-winning tech expertise, agile execution, and a culture of continuous learning.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-fill\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/devoteam.info\/get-in-touch\/\">Get in touch<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>The snapshot 1 Alstom, a global leader in rail transport, needed to optimise train uptime and enhance customer satisfaction. 2 Their existing manual analysis of train log data was time-consuming and inefficient in proactively addressing potential failures. 3 In partnership with Devoteam, Alstom developed a cloud-powered predictive maintenance solution on AWS, automating data analysis and [&hellip;]<\/p>\n","protected":false},"featured_media":406674,"template":"","categories":[996],"tags":[2448,2449],"industry":[],"class_list":["post-464635","success-story","type-success-story","status-publish","has-post-thumbnail","hentry","category-aws-en-nl","tag-aws-en-nl","tag-sweden-en-nl"],"acf":[],"cards":"\n\t<div class=\"single-post-card\">\n\n\t\t<figure class=\"wp-block-post-featured-image\"><a href=\"https:\/\/devoteam.info\/en-nl\/success-story\/alstom-predictive-maintenance-on-cloud\/\" target=\"_self\" ><img width=\"2450\" height=\"1633\" src=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/12\/shutterstock_275993630-1.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"Alstom Drives Operational Excellence with Predictive Maintenance on Cloud\u00a0\" style=\"aspect-ratio:4\/3;width:100%;object-fit:cover;\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/devoteam.info\/wp-content\/uploads\/2024\/12\/shutterstock_275993630-1.jpg 2450w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/12\/shutterstock_275993630-1-300x200.jpg 300w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/12\/shutterstock_275993630-1-1024x683.jpg 1024w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/12\/shutterstock_275993630-1-768x512.jpg 768w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/12\/shutterstock_275993630-1-1536x1024.jpg 1536w, https:\/\/devoteam.info\/wp-content\/uploads\/2024\/12\/shutterstock_275993630-1-2048x1365.jpg 2048w\" sizes=\"auto, (max-width: 2450px) 100vw, 2450px\" \/><\/a><\/figure>\n\n\t\t\n\t\t<div class=\"wp-block-group is-vertical is-layout-flex wp-container-core-group-is-layout-43282307 wp-block-group-is-layout-flex\">\n\t<p style=\"font-style:normal;font-weight:700\" class=\"has-link-color wp-elements-7 wp-block-lp-post-type has-text-color has-primary-color has-small-font-size\">Success story<\/p>\n\n\t\t\n\t\t<h3 style=\"font-style:normal;font-weight:400\" class=\"wp-block-post-title has-base-font-size\"><a href=\"https:\/\/devoteam.info\/en-nl\/success-story\/alstom-predictive-maintenance-on-cloud\/\" target=\"_self\" >Alstom Drives Operational Excellence with Predictive Maintenance on Cloud\u00a0<\/a><\/h3><\/div>\n\t\t\n\t<\/div>\n\n","yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.4 (Yoast SEO v28.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Alstom Drives Operational Excellence with Predictive Maintenance on Cloud\u00a0 | Devoteam<\/title>\n<meta name=\"description\" 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