{"id":3052,"date":"2022-07-13T09:30:00","date_gmt":"2022-07-13T07:30:00","guid":{"rendered":"https:\/\/cirpicme.org\/?page_id=3052"},"modified":"2022-07-26T13:07:28","modified_gmt":"2022-07-26T11:07:28","slug":"a-computer-vision-based-approach-to-reduce-system-downtimes-in-an-automated-high-rack-logistics-warehouse","status":"publish","type":"page","link":"https:\/\/cirpicme.org\/index.php\/quality-metrology-testing\/a-computer-vision-based-approach-to-reduce-system-downtimes-in-an-automated-high-rack-logistics-warehouse\/","title":{"rendered":"A computer vision based approach to reduce system downtimes in an automated high-rack logistics warehouse"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\"><em>by Jakob Giner, Denis Katic, Klaudia Kovacs, Robert Glawar, Wilfried Sihn (Austria)<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Abstract<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">EUR-pallets circulate worldwide by the millions and play a vital role in enabling short and long-distance logistics. Due to increasing automation in logistics and warehousing, monitoring and assessment of the pallet quality is a key aspect for ensuring high warehouse availability. Automated warehouse equipment requires high system availability and reliability, since manual intervention in case of outages is cost intensive and laborious. In this paper a data-driven approach relying on computer vision for assessing the pallet quality will be introduced, with the objective of reducing maintenance effort and system downtimes caused by defective pallets in an automated high-rack logistics warehouse.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Keywords<\/strong>: Computer vision; Automated quality inspection; Quality monitoring, EUR-pallet; Prescriptive maintenance<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Video presentation<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"480\" style=\"aspect-ratio: 852 \/ 480;\" width=\"852\" controls src=\"https:\/\/cirpicme.org\/wp-content\/uploads\/2022\/07\/Jakob_Giner_1.mp4\"><\/video><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Presenting author<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table is-style-stripes\"><table class=\"has-background\" style=\"background-color:#f3f4f5\"><tbody><tr><td><\/td><td><\/td><td><\/td><\/tr><tr><td><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"115\" class=\"wp-image-3918\" style=\"width: 150px;\" src=\"https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2022\/07\/Giner.jpg?resize=150%2C115&#038;ssl=1\" alt=\"\" srcset=\"https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2022\/07\/Giner.jpg?w=488&amp;ssl=1 488w, https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2022\/07\/Giner.jpg?resize=300%2C231&amp;ssl=1 300w, https:\/\/i0.wp.com\/cirpicme.org\/wp-content\/uploads\/2022\/07\/Giner.jpg?resize=150%2C115&amp;ssl=1 150w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/td><td><strong>Name:<\/strong><br><br><strong>Affiliation:<\/strong><br><br><strong>Email:<\/strong><\/td><td>Jakob Giner<br><br>Fraunhofer Austria Research GmbH, Austria<br><br>jakob.giner@fraunhofer.at<\/td><\/tr><tr><td><\/td><td><\/td><td><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>by Jakob Giner, Denis Katic, Klaudia Kovacs, Robert Glawar, Wilfried Sihn (Austria) Abstract EUR-pallets circulate worldwide by the millions and play a vital role in enabling short and long-distance logistics. Due to increasing automation in logistics and warehousing, monitoring and assessment of the pallet quality is a key aspect for&#8230;<\/p>\n<p> <a class=\"continue-reading-link\" href=\"https:\/\/cirpicme.org\/index.php\/quality-metrology-testing\/a-computer-vision-based-approach-to-reduce-system-downtimes-in-an-automated-high-rack-logistics-warehouse\/\"><span>Continue reading<\/span><i class=\"crycon-right-dir\"><\/i><\/a> <\/p>\n","protected":false},"author":9,"featured_media":0,"parent":3668,"menu_order":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"nf_dc_page":"","om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"class_list":["post-3052","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/pages\/3052","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/comments?post=3052"}],"version-history":[{"count":2,"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/pages\/3052\/revisions"}],"predecessor-version":[{"id":3920,"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/pages\/3052\/revisions\/3920"}],"up":[{"embeddable":true,"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/pages\/3668"}],"wp:attachment":[{"href":"https:\/\/cirpicme.org\/index.php\/wp-json\/wp\/v2\/media?parent=3052"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}