{"id":2380,"date":"2025-09-29T10:17:22","date_gmt":"2025-09-29T10:17:22","guid":{"rendered":"https:\/\/fvb-net.de\/?p=2380"},"modified":"2025-09-29T10:22:31","modified_gmt":"2025-09-29T10:22:31","slug":"abgeschlossene-projekte-musterklassifikation","status":"publish","type":"post","link":"http:\/\/fvb-net.de\/en\/news\/abgeschlossene-projekte-musterklassifikation\/","title":{"rendered":"Completed projects: Pattern classification"},"content":{"rendered":"<style>.elementor-2380 .elementor-element.elementor-element-1ba3201{--display:flex;--min-height:200px;--flex-direction:column;--container-widget-width:100%;--container-widget-height:initial;--container-widget-flex-grow:0;--container-widget-align-self:initial;--flex-wrap-mobile:wrap;}.elementor-2380 .elementor-element.elementor-element-1ba3201:not(.elementor-motion-effects-element-type-background), .elementor-2380 .elementor-element.elementor-element-1ba3201 > .elementor-motion-effects-container > 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.elementor-element.elementor-element-ff708c6{--spacer-size:100px;}.elementor-2380 .elementor-element.elementor-element-34b8c16{--display:flex;}:root{--page-title-display:none;}@media(max-width:1024px){.elementor-2380 .elementor-element.elementor-element-1ba3201:not(.elementor-motion-effects-element-type-background), .elementor-2380 .elementor-element.elementor-element-1ba3201 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-position:0px 0px;}.elementor-2380 .elementor-element.elementor-element-cd2f04c{--margin-top:0px;--margin-bottom:0px;--margin-left:0px;--margin-right:0px;--padding-top:0px;--padding-bottom:0px;--padding-left:30px;--padding-right:30px;}.elementor-widget-heading .elementor-heading-title{font-size:var( --e-global-typography-primary-font-size );}.elementor-2380 .elementor-element.elementor-element-4faafa7 .elementor-heading-title{font-size:24px;}.elementor-widget-text-editor{font-size:var( --e-global-typography-text-font-size );}.elementor-widget-image .widget-image-caption{font-size:var( --e-global-typography-text-font-size );}}@media(max-width:767px){.elementor-2380 .elementor-element.elementor-element-1ba3201{--min-height:150px;}.elementor-2380 .elementor-element.elementor-element-1ba3201:not(.elementor-motion-effects-element-type-background), .elementor-2380 .elementor-element.elementor-element-1ba3201 > .elementor-motion-effects-container > .elementor-motion-effects-layer{background-position:0px 0px;}.elementor-2380 .elementor-element.elementor-element-cd2f04c{--padding-top:0px;--padding-bottom:0px;--padding-left:15px;--padding-right:15px;}.elementor-widget-heading .elementor-heading-title{font-size:var( --e-global-typography-primary-font-size );}.elementor-2380 .elementor-element.elementor-element-4faafa7 > .elementor-widget-container{margin:50px 0px 0px 0px;}.elementor-widget-text-editor{font-size:var( --e-global-typography-text-font-size );}.elementor-2380 .elementor-element.elementor-element-f81ea20{font-size:16px;}.elementor-widget-image .widget-image-caption{font-size:var( --e-global-typography-text-font-size );}.elementor-2380 .elementor-element.elementor-element-506fd3b{font-size:16px;}.elementor-2380 .elementor-element.elementor-element-48734e1{font-size:16px;}}<\/style>\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2380\" class=\"elementor elementor-2380\" data-elementor-settings=\"{&quot;ha_cmc_init_switcher&quot;:&quot;no&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1ba3201 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-parent\" data-id=\"1ba3201\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cd2f04c e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-parent\" data-id=\"cd2f04c\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-08e9af2 elementor-widget elementor-widget-ha-post-info happy-addon ha-post-info\" data-id=\"08e9af2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ha-post-info.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"ha-inline-items ha-icon-list-items ha-post-info\">\n\t\t\t\t\t<li class=\"ha-icon-list-item elementor-repeater-item-ed58a64 ha-inline-item\" itemprop=\"datePublished\">\n\t\t\t\t\t\t<a href=\"http:\/\/fvb-net.de\/en\/2025\/09\/29\/\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"ha-icon-list-icon\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-calendar\" viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M12 192h424c6.6 0 12 5.4 12 12v260c0 26.5-21.5 48-48 48H48c-26.5 0-48-21.5-48-48V204c0-6.6 5.4-12 12-12zm436-44v-36c0-26.5-21.5-48-48-48h-48V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H160V12c0-6.6-5.4-12-12-12h-40c-6.6 0-12 5.4-12 12v52H48C21.5 64 0 85.5 0 112v36c0 6.6 5.4 12 12 12h424c6.6 0 12-5.4 12-12z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"ha-icon-list-text ha-post-info__item ha-post-info__item--type-date\">\n\t\t\t\t\t\t\t\t\t\tSeptember 29, 2025\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<\/a>\n\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-4faafa7 elementor-widget elementor-widget-heading\" data-id=\"4faafa7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-large\">Completed projects: Pattern classification<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f81ea20 elementor-widget elementor-widget-text-editor\" data-id=\"f81ea20\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The study focused on the development of an automated pattern classification system for the interpretable evaluation of machine data. It provides comprehensive insights into the recording of typical earthmoving work performed by hydraulic excavators.<\/p>\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-3c4bb6a elementor-widget elementor-widget-image\" data-id=\"3c4bb6a\" data-element_type=\"widget\" data-e-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<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"534\" src=\"http:\/\/fvb-net.de\/wp-content\/uploads\/2025\/09\/Musterklassifikation-1024x683.jpg\" class=\"attachment-large size-large wp-image-2382\" alt=\"\" srcset=\"http:\/\/fvb-net.de\/wp-content\/uploads\/2025\/09\/Musterklassifikation-1024x683.jpg 1024w, http:\/\/fvb-net.de\/wp-content\/uploads\/2025\/09\/Musterklassifikation-300x200.jpg 300w, http:\/\/fvb-net.de\/wp-content\/uploads\/2025\/09\/Musterklassifikation-768x512.jpg 768w, http:\/\/fvb-net.de\/wp-content\/uploads\/2025\/09\/Musterklassifikation-18x12.jpg 18w, http:\/\/fvb-net.de\/wp-content\/uploads\/2025\/09\/Musterklassifikation.jpg 1536w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\"><\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\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-506fd3b elementor-widget elementor-widget-text-editor\" data-id=\"506fd3b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The aim was to create a consistent method for evaluating the activities of mobile machines. The system was designed to record the complete utilisation of a mobile machine and, based on this, analyse the work activities performed and the operating behaviour. By linking machine data with known work activities, work processes can be automatically analysed and evaluated. Using technical parameters such as mass handled per time or fuel consumption per mass handled, deployment planning on construction sites or the operating behaviour of machine operators can be optimised.<\/p>\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-48734e1 elementor-widget elementor-widget-text-editor\" data-id=\"48734e1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>Do you have any further questions? <a href=\"http:\/\/fvb-net.de\/en\/kontakt\/\" target=\"_blank\" rel=\"noopener\">Feel free to reach out!<\/a><\/b><\/p>\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-ff708c6 elementor-widget elementor-widget-spacer\" data-id=\"ff708c6\" data-element_type=\"widget\" data-e-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\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-34b8c16 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-equal-height-no e-con e-parent\" data-id=\"34b8c16\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;_ha_eqh_enable&quot;:false}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>The study focused on the development of an automated pattern classification system for the interpretable evaluation of machine data. It provides comprehensive insights into the recording of typical earthmoving work performed by hydraulic excavators.<\/p>","protected":false},"author":2,"featured_media":2382,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-2380","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Abgeschlossene Projekte: Musterklassifikation - Forschungsvereinigung Baumaschinen und Baustoffanlagen e.V.<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/fvb-net.de\/en\/news\/abgeschlossene-projekte-musterklassifikation\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Abgeschlossene Projekte: Musterklassifikation - Forschungsvereinigung Baumaschinen und Baustoffanlagen e.V.\" \/>\n<meta property=\"og:description\" content=\"Die Studie besch\u00e4ftigte sich mit der Entwicklung einer automatisierten Musterklassifikation zur interpretierbaren Auswertung von Maschinendaten. 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