{"id":1935,"date":"2025-11-14T15:15:45","date_gmt":"2025-11-14T14:15:45","guid":{"rendered":"https:\/\/www.invator.se\/projekt\/remote-inspection-and-damage-inventory-in-concrete-silos\/"},"modified":"2026-04-10T11:33:43","modified_gmt":"2026-04-10T09:33:43","slug":"remote-inspection-and-damage-inventory-in-concrete-silos","status":"publish","type":"projekt","link":"https:\/\/www.invator.se\/en\/projekt\/remote-inspection-and-damage-inventory-in-concrete-silos\/","title":{"rendered":"Remote inspection and damage inventory in concrete silos"},"content":{"rendered":"\n<p><strong>Problem statement<\/strong><br\/>Silos consist of massive concrete cylinders, often assembled in silo complexes, which store large quantities of material &#8211; in this case grain. The height is 45-55 m and the diameter 7-9 m. The thickness of the walls varies from about 350 mm at the bottom down to about 200 mm at the top. Traditional inspection of these types of structures requires scaffolding or rope climbing and involves both safety risks and downtime. The project aimed to carry out a detailed remote inspection of four silos using drones and photogrammetry to identify cracking, delamination and other damage, and to assess the accuracy and cost-effectiveness of the method.    <\/p>\n\n<p><\/p>\n\n<figure class=\"gb-block-image gb-block-image-9545c95b\"><img loading=\"lazy\" decoding=\"async\" width=\"1881\" height=\"1058\" class=\"gb-image gb-image-9545c95b\" src=\"https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Dronarinspektion-silo_Invator.jpg\" alt=\"\" title=\"Drone inspection-silo_Invator\" srcset=\"https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Dronarinspektion-silo_Invator.jpg 1881w, https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Dronarinspektion-silo_Invator-300x169.jpg 300w, https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Dronarinspektion-silo_Invator-1024x576.jpg 1024w, https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Dronarinspektion-silo_Invator-768x432.jpg 768w, https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Dronarinspektion-silo_Invator-1536x864.jpg 1536w\" sizes=\"auto, (max-width: 1881px) 100vw, 1881px\" \/><\/figure>\n\n<figcaption class=\"gb-headline gb-headline-44f0d20b gb-headline-text\"><em>Drone photography and photogrammetry enable safe inspection without downtime.<\/em><\/figcaption>\n\n<p><\/p>\n\n<p><strong>Results<\/strong><br\/>The results from each silo can be summarized as follows:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>First silo:<\/strong> Limited cracks, mainly on the northern fa\u00e7ade. Crack width &lt;1 mm. Generally good condition.  <\/li>\n\n\n\n<li><strong>Second silo:<\/strong> Vertical cracks with lengths of several meters and crack widths up to 4.8 mm. The damage was concentrated on the south-eastern fa\u00e7ade. Recommended for further investigation and repair.  <\/li>\n\n\n\n<li><strong>Third silo:<\/strong> combination of horizontal and vertical cracks, with lengths up to 24 m and crack widths up to 3 mm. The damage is extensive and may indicate ongoing movements in the structure. <\/li>\n\n\n\n<li><strong>Fourth silo:<\/strong> Vertical cracks along large parts of the perimeter, lengths up to 14,5 m and crack widths between 2-3,5 mm. Considered to be in need of repair in the near future. <\/li>\n<\/ul>\n\n<p>All silos were documented in high-resolution 3D models with millimeter precision, confirming the reliability of the method. The remote inspection provided a comprehensive picture without having to interrupt operations. <\/p>\n\n<figure class=\"gb-block-image gb-block-image-a9d2b74c\"><img loading=\"lazy\" decoding=\"async\" width=\"2000\" height=\"1125\" class=\"gb-image gb-image-a9d2b74c\" src=\"https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Montage-Silo-3-3.jpg\" alt=\"\" title=\"Montage-Silo-3\" srcset=\"https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Montage-Silo-3-3.jpg 2000w, https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Montage-Silo-3-3-300x169.jpg 300w, https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Montage-Silo-3-3-1024x576.jpg 1024w, https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Montage-Silo-3-3-768x432.jpg 768w, https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Montage-Silo-3-3-1536x864.jpg 1536w\" sizes=\"auto, (max-width: 2000px) 100vw, 2000px\" \/>\n<figcaption class=\"gb-headline gb-headline-4788e9b8 gb-headline-text\"><em>Example of 3D model and methodology.<\/em><\/figcaption>\n<\/figure>\n\n<p><\/p>\n\n<p><strong>Solution<\/strong><br\/>The inspection program was implemented in stages:<\/p>\n\n<ul class=\"wp-block-list\">\n<li><strong>Data collection:<\/strong> Drone flights around each silo at a distance of 4-6 m from the fa\u00e7ade, about 2000-4000 images per silo.<\/li>\n\n\n\n<li><strong>3D modeling:<\/strong> Processing of imagery in Agisoft Metashape to create photorealistic 3D models.<\/li>\n\n\n\n<li><strong>Damage inventory:<\/strong> Cracks and damages were marked and measured in the model (length, width, orientation). This is done with a proprietary algorithm. <\/li>\n\n\n\n<li><strong>Analysis:<\/strong> Assessment of damage severity per silo and comparison between the four sites.<\/li>\n<\/ul>\n\n<p>The methodology enabled a safe, cost-effective and time-saving damage inventory and demonstrated the potential of remote inspection as a future standard method for structures that are difficult to access without scaffolding or climbing personnel.<\/p>\n\n<figure class=\"gb-block-image gb-block-image-adf396f9\"><img loading=\"lazy\" decoding=\"async\" width=\"2000\" height=\"1876\" class=\"gb-image gb-image-adf396f9\" src=\"https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Foto-3D_Invator-1.jpg\" alt=\"\" title=\"Foto-+3D_Invator\" srcset=\"https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Foto-3D_Invator-1.jpg 2000w, https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Foto-3D_Invator-1-300x281.jpg 300w, https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Foto-3D_Invator-1-1024x961.jpg 1024w, https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Foto-3D_Invator-1-768x720.jpg 768w, https:\/\/www.invator.se\/wp-content\/uploads\/2025\/11\/Foto-3D_Invator-1-1536x1441.jpg 1536w\" sizes=\"auto, (max-width: 2000px) 100vw, 2000px\" \/>\n<figcaption class=\"gb-headline gb-headline-5bc9c2c1 gb-headline-text\"><em>Photograph and realistic 3D model of the northern wall of the silo structure.<\/em><\/figcaption>\n<\/figure>\n\n<p><\/p>\n\n<p><strong>Equipment<\/strong><\/p>\n\n<ul class=\"wp-block-list\">\n<li>DJI Matrice 300 RTK with H20 Triple-Sensor (zoom, wide angle, laser rangefinder)<\/li>\n\n\n\n<li>DJI Mavic 2 Pro with 20 MP Hasselblad camera<\/li>\n\n\n\n<li>Agisoft Metashape (photogrammetry and 3D modeling)<\/li>\n\n\n\n<li>Software for image analysis and fracture measurement<\/li>\n<\/ul>\n\n<p><strong>Standards<\/strong><\/p>\n\n<ul class=\"wp-block-list\">\n<li>EN 1990: Eurocodes &#8211; Basic rules<\/li>\n\n\n\n<li>EN 1991-1-1: Eurocode 1 &#8211; Loads on structures<\/li>\n\n\n\n<li>EN 1992-1-1: Eurocode 2 &#8211; Concrete structures<\/li>\n\n\n\n<li>ISO 16311 series &#8211; Condition assessment of concrete structures<\/li>\n\n\n\n<li>Guidelines for drone-based photogrammetry and remote sensing<\/li>\n<\/ul>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>When tall concrete silo structures needed to be inspected without risky climbing or downtime, Invator took technology to new heights. Using drones and photogrammetry, millimeter-accurate 3D models of four silos were created &#8211; a method that revealed hidden cracks, enabled precise damage mapping, and showed how remote inspection can become the future standard for safe and efficient building analysis. <\/p>\n","protected":false},"featured_media":1872,"template":"","meta":{"_acf_changed":false},"bransch":[23],"class_list":["post-1935","projekt","type-projekt","status-publish","has-post-thumbnail","hentry","bransch-industry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.invator.se\/en\/wp-json\/wp\/v2\/projekt\/1935","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.invator.se\/en\/wp-json\/wp\/v2\/projekt"}],"about":[{"href":"https:\/\/www.invator.se\/en\/wp-json\/wp\/v2\/types\/projekt"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.invator.se\/en\/wp-json\/wp\/v2\/media\/1872"}],"wp:attachment":[{"href":"https:\/\/www.invator.se\/en\/wp-json\/wp\/v2\/media?parent=1935"}],"wp:term":[{"taxonomy":"bransch","embeddable":true,"href":"https:\/\/www.invator.se\/en\/wp-json\/wp\/v2\/bransch?post=1935"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}