{"id":5704,"date":"2020-11-02T12:10:12","date_gmt":"2020-11-02T12:10:12","guid":{"rendered":"https:\/\/www.boomsoftware.com\/data-management-and-analysis-as-basis-for-predictive-maintenance\/"},"modified":"2024-01-22T14:45:59","modified_gmt":"2024-01-22T14:45:59","slug":"data-management-and-analysis-as-basis-for-predictive-maintenance","status":"publish","type":"post","link":"https:\/\/www.boomsoftware.com\/en\/data-management-and-analysis-as-basis-for-predictive-maintenance\/","title":{"rendered":"Data management and analysis as basis for predictive maintenance"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"5704\" class=\"elementor elementor-5704 elementor-4198\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-688390db e-flex e-con-boxed e-con e-parent\" data-id=\"688390db\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7d358fe elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"7d358fe\" data-element_type=\"widget\" data-widget_type=\"theme-post-featured-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\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"441\" src=\"https:\/\/www.boomsoftware.com\/wp-content\/uploads\/2023\/09\/Prozessueberwachung_Predator-1024x565.jpg\" class=\"attachment-large size-large wp-image-5402\" alt=\"lock carrier for vehicle\" srcset=\"https:\/\/www.boomsoftware.com\/wp-content\/uploads\/2023\/09\/Prozessueberwachung_Predator-1024x565.jpg 1024w, https:\/\/www.boomsoftware.com\/wp-content\/uploads\/2023\/09\/Prozessueberwachung_Predator-300x166.jpg 300w, https:\/\/www.boomsoftware.com\/wp-content\/uploads\/2023\/09\/Prozessueberwachung_Predator-768x424.jpg 768w, https:\/\/www.boomsoftware.com\/wp-content\/uploads\/2023\/09\/Prozessueberwachung_Predator.jpg 1200w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\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-49b24981 elementor-align-center elementor-widget elementor-widget-post-info\" data-id=\"49b24981\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-0d5851b elementor-inline-item\" itemprop=\"about\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-terms\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-post-info__terms-list\">\n\t\t\t\t<span class=\"elementor-post-info__terms-list-item\">Blog<\/span>, <span class=\"elementor-post-info__terms-list-item\">Corporate Blog<\/span>\t\t\t\t<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70c6cec elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"70c6cec\" data-element_type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Data management and analysis as basis for predictive maintenance<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-85d4e89 elementor-align-center elementor-widget elementor-widget-post-info\" data-id=\"85d4e89\" data-element_type=\"widget\" data-widget_type=\"post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-inline-items elementor-icon-list-items elementor-post-info\">\n\t\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item elementor-repeater-item-85ee600 elementor-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text elementor-post-info__item elementor-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\t<time>November 2, 2020<\/time>\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t<\/ul>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7e8c516b elementor-widget elementor-widget-theme-post-excerpt\" data-id=\"7e8c516b\" data-element_type=\"widget\" data-widget_type=\"theme-post-excerpt.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\tThe Eurostars research project (funding reference E114329) was initiated under the name PREDATOR. Boom Software is part of the project team and responsible for data management and data analysis so that predictive maintenance can be achieved.\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-196281c elementor-widget elementor-widget-text-editor\" data-id=\"196281c\" 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\t\t<hr>\n<p>Press release from November 2, 2020, by the Fraunhofer Institute.<\/p>\n\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-41a5b15 elementor-widget elementor-widget-spacer\" data-id=\"41a5b15\" 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\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-780fdef e-flex e-con-boxed e-con e-child\" data-id=\"780fdef\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bb6b6da elementor-widget elementor-widget-text-editor\" data-id=\"bb6b6da\" 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\t\t<p><strong>Digitalized HP-RTM process chain allows significant cost reduction through data-based quality control and predictive maintenance<\/strong><\/p>\n<p>High-pressure resin transfer molding (HP-RTM) is used to produce high-quality applications, e.g. in the automotive industry. The components have a very high lightweight potential due to good material properties at low weight and are suitable for structural automotive parts, e.g. roof, doors and trunk lids.<\/p>\n<p>The HP-RTM process is suitable for series production of composite components in terms of cycle times, but still poses a challenge in terms of robustness and reliability.<\/p>\n<p>This characteristic leads to relatively high reject rates and makes the process unprofitable for many applications.<\/p>\n<p>A major reason for this is the manual process data acquisition. A transfer of process data along the individual process steps as well as their use for a quality assessment (QA) does not take place according to the current state of the art. The PREDATOR research project now provides a remedy. Within the project, a reliable HP-RTM process for industrial large scale production using intelligent data processing systems will be developed.<\/p>\n<p>Data will be acquired and transferred through the process chain (molding to post- processing) for monitoring the processing conditions.<\/p>\n<p>This allows to predict the maintenance intervals of the HP-RTM mold based on the generated process data that is also used for optimizing the milling parameters.<\/p>\n<p>In the milling process, integrated sensors monitor the components structure borne sound for tool wear and part QA prediction.<\/p>\n<p>Up to 30% of the total production costs could be saved by changing from a 100% inspection to a milling-process-integrated QA.<\/p>\n\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\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f32d243 elementor-widget elementor-widget-spacer\" data-id=\"f32d243\" 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\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-35ce386 e-flex e-con-boxed e-con e-child\" data-id=\"35ce386\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5d3eeaf elementor-widget elementor-widget-text-editor\" data-id=\"5d3eeaf\" 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\t\t<p>Project funding:<\/p>\n<p>Eurostars project PREDATOR, funding reference E114329<\/p>\n<p>Project partners:<\/p>\n<p>Alpex Technologies GmbH<br \/>Hufschmied Zerspanungssysteme GmbH<br \/>Boom Software AG<br \/>Fraunhofer Institute for Chemical Technology ICT<\/p>\n\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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b138198 e-grid e-con-boxed e-con e-child\" data-id=\"b138198\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0a0bddc elementor-widget elementor-widget-image\" data-id=\"0a0bddc\" 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\t\t<img decoding=\"async\" width=\"196\" height=\"55\" src=\"https:\/\/www.boomsoftware.com\/wp-content\/uploads\/2023\/09\/Hufschmied.jpg\" class=\"attachment-large size-large wp-image-5406\" alt=\"Logo Hufschmied Zerspannungssysteme GmbH\" \/>\t\t\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-f86f49f elementor-widget elementor-widget-image\" data-id=\"f86f49f\" 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\t\t<img decoding=\"async\" width=\"196\" height=\"55\" src=\"https:\/\/www.boomsoftware.com\/wp-content\/uploads\/2023\/09\/Fraunhofer.jpg\" class=\"attachment-large size-large wp-image-5405\" alt=\"Logo Fraunhofer-Institut f\u00fcr Chemische Technologie (ICT)\" \/>\t\t\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-37da94a elementor-widget elementor-widget-image\" data-id=\"37da94a\" 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\t\t<img loading=\"lazy\" decoding=\"async\" width=\"196\" height=\"55\" src=\"https:\/\/www.boomsoftware.com\/wp-content\/uploads\/2023\/09\/Boom.jpg\" class=\"attachment-large size-large wp-image-5404\" alt=\"Logo Boom Software AG\" 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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\">Similar posts<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The Eurostars research project (funding reference E114329) was initiated under the name PREDATOR. Boom Software is part of the project team and responsible for data management and data analysis so that predictive maintenance can be achieved.<\/p>\n","protected":false},"author":5,"featured_media":5402,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[56,55],"tags":[],"post_folder":[25],"class_list":["post-5704","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-corporate-blog"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data management and analysis as basis for predictive maintenance - boomsoftware<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.boomsoftware.com\/en\/data-management-and-analysis-as-basis-for-predictive-maintenance\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data management and analysis as basis for predictive maintenance - boomsoftware\" \/>\n<meta property=\"og:description\" content=\"The Eurostars research project (funding reference E114329) was initiated under the name PREDATOR. 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