{"id":191,"date":"2022-02-23T11:36:25","date_gmt":"2022-02-23T10:36:25","guid":{"rendered":"http:\/\/au.feri.um.si\/losdv\/?page_id=191"},"modified":"2023-01-05T08:47:33","modified_gmt":"2023-01-05T07:47:33","slug":"kontrola_kakovosti_odlitkov","status":"publish","type":"page","link":"https:\/\/au.feri.um.si\/losdv\/en\/kontrola_kakovosti_odlitkov\/","title":{"rendered":"Devices for visual inspection of aluminum castings"},"content":{"rendered":"<h1><\/h1>\n\n\n\n<p>For a manufacturer of aluminum automotive components, we have developed two machine vision systems for visual inspection of two different castings of automotive turbochargers. The systems are built on the same basis, but are adapted to each casting, according to the desired tolerances of the observed points, which are important for ensuring the conditions for proper operation and service life of the turbocharger.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" src=\"http:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2026\/05\/ChatGPT-Image-May-4-2026-10_46_19-AM-1.png\" alt=\"\" class=\"wp-image-684\" width=\"847\" height=\"121\" srcset=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2026\/05\/ChatGPT-Image-May-4-2026-10_46_19-AM-1.png 1815w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2026\/05\/ChatGPT-Image-May-4-2026-10_46_19-AM-1-300x53.png 300w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2026\/05\/ChatGPT-Image-May-4-2026-10_46_19-AM-1-1024x181.png 1024w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2026\/05\/ChatGPT-Image-May-4-2026-10_46_19-AM-1-768x136.png 768w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2026\/05\/ChatGPT-Image-May-4-2026-10_46_19-AM-1-1536x272.png 1536w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2026\/05\/ChatGPT-Image-May-4-2026-10_46_19-AM-1-18x3.png 18w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2026\/05\/ChatGPT-Image-May-4-2026-10_46_19-AM-1-360x64.png 360w\" sizes=\"(max-width: 847px) 100vw, 847px\" \/><figcaption>System operation block diagram<\/figcaption><\/figure>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"alignleft size-full is-resized\"><img loading=\"lazy\" src=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2022\/03\/image-16.png\" alt=\"\" class=\"wp-image-672\" width=\"257\" height=\"193\" srcset=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2022\/03\/image-16.png 731w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2022\/03\/image-16-300x225.png 300w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2022\/03\/image-16-16x12.png 16w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2022\/03\/image-16-360x270.png 360w\" sizes=\"(max-width: 257px) 100vw, 257px\" \/><figcaption>Casting Observation System 1<\/figcaption><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"alignleft size-full is-resized\"><img loading=\"lazy\" src=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2022\/03\/image-14.png\" alt=\"\" class=\"wp-image-669\" width=\"348\" height=\"191\" srcset=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2022\/03\/image-14.png 593w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2022\/03\/image-14-300x164.png 300w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2022\/03\/image-14-18x10.png 18w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2022\/03\/image-14-360x197.png 360w\" sizes=\"(max-width: 348px) 100vw, 348px\" \/><figcaption>A borderline case of casting 1, where the porosity in the material is clearly visible in the grooves<\/figcaption><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"alignleft size-full is-resized\"><img loading=\"lazy\" src=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-4.png\" alt=\"\" class=\"wp-image-1182\" width=\"235\" height=\"194\" srcset=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-4.png 940w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-4-300x247.png 300w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-4-768x632.png 768w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-4-15x12.png 15w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-4-328x270.png 328w\" sizes=\"(max-width: 235px) 100vw, 235px\" \/><figcaption>Graphical interface with total defect area detection<\/figcaption><\/figure><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h1>Image capture and processing<\/h1>\n\n\n\n<p>The capture was realized with industrial cameras in the LabView software environment. For the effective operation of the programs for recognizing irregularities in the desired points of an individual casting, it was necessary to ensure appropriate lighting conditions, with custom-made lights. In system 1, we had to eliminate external light influences by completely enclosing the system in a darkroom.<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"alignleft size-full is-resized\"><img loading=\"lazy\" src=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-1.png\" alt=\"\" class=\"wp-image-1162\" width=\"400\" height=\"300\" srcset=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-1.png 577w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-1-300x225.png 300w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-1-16x12.png 16w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2023\/01\/image-1-360x270.png 360w\" sizes=\"(max-width: 400px) 100vw, 400px\" \/><figcaption>Casting Observation System 2<\/figcaption><\/figure><\/div>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"alignleft size-full is-resized\"><img loading=\"lazy\" src=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2022\/03\/image-15.png\" alt=\"\" class=\"wp-image-670\" width=\"389\" height=\"312\" srcset=\"https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2022\/03\/image-15.png 518w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2022\/03\/image-15-300x241.png 300w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2022\/03\/image-15-15x12.png 15w, https:\/\/au.feri.um.si\/losdv\/wp-content\/uploads\/sites\/4\/2022\/03\/image-15-336x270.png 336w\" sizes=\"(max-width: 389px) 100vw, 389px\" \/><figcaption>The figure shows the key observed parts of casting 2 that must be within a certain tolerance to be acceptable for further installation.<\/figcaption><\/figure><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h1>Test results and conclusion<\/h1>\n\n\n\n<p>We have sufficiently tested both systems for visual inspection of turbocharger housings in a test environment and developed them to the point that the devices serve to control the quality of casting parts or machining of cast parts. <br>With the help of the developed devices, we reduced waste and eliminated errors in a timely manner, and eliminated unsuitable castings from assembly lines.<\/p>","protected":false},"excerpt":{"rendered":"<p>Za izdelovalca aluminijastih avtomobilskih komponent, smo izdelali dva sistema strojnega vida, za vizualno kontrolo dveh razli\u010dnih odlitkov avtomobilskih turobopolnikov. Sistema sta zgrajena na isti osnovi, le da sta prilagojena posameznemu odlitku, glede na \u017eeljene tolerance opazovanih to\u010dk, ki so pomembne <a href=\"https:\/\/au.feri.um.si\/losdv\/en\/kontrola_kakovosti_odlitkov\/\" class=\"read-more\">Read More &#8230;<\/a><\/p>","protected":false},"author":4,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/pages\/191"}],"collection":[{"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/comments?post=191"}],"version-history":[{"count":44,"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/pages\/191\/revisions"}],"predecessor-version":[{"id":1204,"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/pages\/191\/revisions\/1204"}],"wp:attachment":[{"href":"https:\/\/au.feri.um.si\/losdv\/en\/wp-json\/wp\/v2\/media?parent=191"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}