{"id":11650,"date":"2022-05-11T15:27:25","date_gmt":"2022-05-11T13:27:25","guid":{"rendered":"https:\/\/www.revistanuclear.es\/uncategorized\/3dmpro-vison-artificial-3d-para-la-inspeccion-superficial-de-barras-combustibles\/"},"modified":"2022-05-12T15:32:06","modified_gmt":"2022-05-12T13:32:06","slug":"3dmpro-vison-artificial-3d-para-la-inspeccion-superficial-de-barras-combustibles","status":"publish","type":"post","link":"https:\/\/www.revistanuclear.es\/en\/fuel-cycle\/3dmpro-vison-artificial-3d-para-la-inspeccion-superficial-de-barras-combustibles\/","title":{"rendered":"3DMPro: 3D Artificial Vision for Surface Inspection of Fuel Rods"},"content":{"rendered":"<div class=\"rn-icon-panel__wrap\" style=\"display:flex;justify-content:flex-start;\"><a class=\"rn-icon-panel descargar\" href=\"https:\/\/www.revistanuclear.es\/wp-content\/uploads\/2022\/05\/Art.-Ciclo-combustible.pdf\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" style=\"--rn-bg:#8baf31;--rn-color:#ffffff;--rn-border:0px solid;--rn-shadow:0px 0px 0px;--rn-rounded:12px;--rn-padding:14px;--rn-gap:10px;--rn-icon-size:30px;\"><span class=\"rn-icon-panel__icon\" aria-hidden=\"true\"><img src=\"https:\/\/revistanuclear.es\/wp-content\/uploads\/2022\/12\/click.png\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/><\/span><span class=\"rn-icon-panel__text\">SEE FULL VERSION<\/span><\/a><br><\/div><span class=\"su-dropcap su-dropcap-style-simple\" style=\"font-size:2.5em\">D<\/span>uring fuel assembly manufacturing, 100% of the surface of each of the rods that make it up is visually inspected, to avoid possible reactor failures during operation and, consequently, the loss of productivity and the increased radiological risk. The inspection requirements in terms of notches, cracks and pores on the rods surface are very restrictive, being 25 \u00b5m the maximum defect depth allowed in the most demanding case.<\/p>\n<p class=\"p1\">Currently, the visual inspection is carried out by a qualified inspector with the aid of an Eddy Current equipment that detects only the presence (without geometric characterization) of defects deeper than 50 \u00b5m. These kinds of tasks are repetitive and tedious, susceptible to human error, with high visual fatigue and dose rate that, in general, it is interesting to automate.<\/p>\n<p class=\"p1\">In recent years, non-contact 3D inspection has evolved, making it possible to develop an automatic application for detecting and characterizing rod surface defects. This is achieved through the acquisition of point clouds using 3D laser profilometry and the detection and characterization of defects by means of artificial vision algorithms.<\/p>\n<p class=\"p1\">This article exposes, initially and as an introduction, the motivating effect to develop the project is; subsequently, the basic principles of 3D laser profilometry, compact profilometers and the generation of point clouds, are detailed. The prototype used for the development is shown below, as well as the procedure used for the treatment of data in the automatic application. Finally the results achieved in the prototype with a standard rod with known defects characterized and the conclusions, are shown.<\/p>\n<p class=\"p1\">Patent protected application.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>uring fuel assembly manufacturing, 100% of the surface of each of the rods that make it up is visually inspected, to avoid possible reactor failures during operation and, consequently, the loss of productivity and the increased radiological risk. The inspection requirements in terms of notches, cracks and pores on the rods surface are very restrictive, being 25 \u00b5m the maximum defect depth allowed in the most demanding case. Currently, the visual inspection is carried out by a qualified inspector with [&hellip;]<\/p>\n","protected":false},"author":1150,"featured_media":11638,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"mc4wp_mailchimp_campaign":[],"footnotes":""},"categories":[70],"tags":[2542,2546,2541,2543,2545,2544],"coauthors":[1781,1780,2547],"class_list":["post-11650","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-fuel-cycle","tag-3d-en","tag-automation","tag-inspection","tag-laser-en","tag-nuclear-rod","tag-profilometer"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>3DMPro: 3D Artificial Vision for Surface Inspection of Fuel Rods - Fuel Cycle<\/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.revistanuclear.es\/en\/fuel-cycle\/3dmpro-vison-artificial-3d-para-la-inspeccion-superficial-de-barras-combustibles\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"3DMPro: 3D Artificial Vision for Surface Inspection of Fuel Rods - Fuel Cycle\" \/>\n<meta property=\"og:description\" content=\"uring fuel assembly manufacturing, 100% of the surface of each of the rods that make it up is visually inspected, to avoid possible reactor failures during operation and, consequently, the loss of productivity and the increased radiological risk. The inspection requirements in terms of notches, cracks and pores on the rods surface are very restrictive, being 25 \u00b5m the maximum defect depth allowed in the most demanding case. Currently, the visual inspection is carried out by a qualified inspector with [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.revistanuclear.es\/en\/fuel-cycle\/3dmpro-vison-artificial-3d-para-la-inspeccion-superficial-de-barras-combustibles\/\" \/>\n<meta property=\"og:site_name\" content=\"Revista Nuclear Espa\u00f1a\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SNE.spain\" \/>\n<meta property=\"article:published_time\" content=\"2022-05-11T13:27:25+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-05-12T13:32:06+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i0.wp.com\/www.revistanuclear.es\/wp-content\/uploads\/2022\/05\/lagrandeee.jpg?fit=1920%2C1080&ssl=1\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"\u00c1lvaro Bas Molina, Jes\u00fas Casta\u00f1o Marcos, Marcos Espada Morales\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@SNEu235\" \/>\n<meta name=\"twitter:site\" content=\"@SNEu235\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u00c1lvaro Bas Molina, Jes\u00fas Casta\u00f1o Marcos, Marcos Espada Morales\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/fuel-cycle\\\/3dmpro-vison-artificial-3d-para-la-inspeccion-superficial-de-barras-combustibles\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/fuel-cycle\\\/3dmpro-vison-artificial-3d-para-la-inspeccion-superficial-de-barras-combustibles\\\/\"},\"author\":{\"name\":\"\u00c1lvaro Bas Molina\",\"@id\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/#\\\/schema\\\/person\\\/25c25637b418125816794d3f75c34207\"},\"headline\":\"3DMPro: 3D Artificial Vision for Surface Inspection of Fuel Rods\",\"datePublished\":\"2022-05-11T13:27:25+00:00\",\"dateModified\":\"2022-05-12T13:32:06+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/fuel-cycle\\\/3dmpro-vison-artificial-3d-para-la-inspeccion-superficial-de-barras-combustibles\\\/\"},\"wordCount\":320,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/fuel-cycle\\\/3dmpro-vison-artificial-3d-para-la-inspeccion-superficial-de-barras-combustibles\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.revistanuclear.es\\\/wp-content\\\/uploads\\\/2022\\\/05\\\/lagrandeee.jpg\",\"keywords\":[\"3D\",\"automation\",\"inspection\",\"laser\",\"nuclear rod\",\"profilometer\"],\"articleSection\":[\"Fuel Cycle\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/fuel-cycle\\\/3dmpro-vison-artificial-3d-para-la-inspeccion-superficial-de-barras-combustibles\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/fuel-cycle\\\/3dmpro-vison-artificial-3d-para-la-inspeccion-superficial-de-barras-combustibles\\\/\",\"url\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/fuel-cycle\\\/3dmpro-vison-artificial-3d-para-la-inspeccion-superficial-de-barras-combustibles\\\/\",\"name\":\"3DMPro: 3D Artificial Vision for Surface Inspection of Fuel Rods - 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