{"id":88272,"date":"2025-02-20T11:52:22","date_gmt":"2025-02-20T03:52:22","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=88272"},"modified":"2025-02-20T11:53:10","modified_gmt":"2025-02-20T03:53:10","slug":"ai-gestuetzte-fehlererkennung-bei-schweissnaehte","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/de\/referenzen\/ai-gestuetzte-fehlererkennung-bei-schweissnaehte\/","title":{"rendered":"AI-gest\u00fctzte Fehlererkennung bei Schwei\u00dfn\u00e4hte"},"content":{"rendered":"<div class=\"post-title-custom-background wp-block-group alignfull has-white-color has-text-color has-link-color eplus-wrapper wp-elements-1\" style=\"margin-top:0;margin-bottom:0;padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-container-core-group-is-layout-3110c56b wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-cover alignfull eplus-wrapper\" style=\"margin-top:0;margin-bottom:0;padding-top:var(--wp--preset--spacing--50);padding-right:var(--wp--preset--spacing--20);padding-bottom:var(--wp--preset--spacing--50);padding-left:var(--wp--preset--spacing--20);min-height:220px;aspect-ratio:unset;\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim\"><\/span><img fetchpriority=\"high\" decoding=\"async\" width=\"1920\" height=\"1280\" class=\"wp-block-cover__image-background wp-image-56373\" alt=\"\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/e3031e0e-ff80-4739-bffa-17eb8dc4306b.jpg\" data-object-fit=\"cover\" title=\"\" srcset=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/e3031e0e-ff80-4739-bffa-17eb8dc4306b.jpg 1920w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/e3031e0e-ff80-4739-bffa-17eb8dc4306b-300x200.jpg 300w, https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/e3031e0e-ff80-4739-bffa-17eb8dc4306b-768x512.jpg 768w\" sizes=\"(max-width: 1920px) 100vw, 1920px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<h2 id=\"gspb_heading-id-gsbp-d51e703b-ff95\" class=\"gspb_heading gspb_heading-id-gsbp-d51e703b-ff95\">SolVision<span class=\"gspb_heading_subtitle\">Fallstudie<\/span><\/h2>\n\n\n\n<div class=\"case-category wp-block-columns has-white-color has-text-color eplus-wrapper is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column eplus-wrapper is-layout-flow wp-block-column-is-layout-flow\">\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><span style=\"\"><a href=\"https:\/\/solomon-3d.mesvr.tw\/de\/category\/case-studies\/manufacturing\/\" target=\"_blank\" rel=\"noreferrer noopener\">Fertigung<\/a><\/span><\/p>\n<\/div>\n<\/div>\n<\/div><\/div>\n\n\n<h1 class=\"has-text-align-center wp-block-post-title has-text-color has-black-color has-large-font-size\">AI-gest\u00fctzte Fehlererkennung bei Schwei\u00dfn\u00e4hte<\/h1><\/div><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center eplus-wrapper\" id=\"qualitatskontrolle-beim-schwei\u00dfen-von-produkten-fur-klimaanlagen-und-kuhlung\"><strong>Qualit\u00e4tskontrolle beim Schwei\u00dfen von Produkten f\u00fcr Klimaanlagen und K\u00fchlung<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-bbd5ed1\" id=\"gspb_row-id-gsbp-bbd5ed1\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--6 gspb_col-id-gsbp-1d36efc\" id=\"gspb_col-id-gsbp-1d36efc\">\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-62c4be8\" id=\"gspb_container-id-gsbp-62c4be8\">\n<h2 id=\"gspb_heading-id-gsbp-9cc36f8\" class=\"gspb_heading gspb_heading-id-gsbp-9cc36f8\">Automatisierung der Schwei\u00dfnahtinspektion<\/h2>\n<\/div>\n\n\n\n<div id=\"gspb_text-id-gsbp-b5aa291\" class=\"gspb_text gspb_text-id-gsbp-b5aa291\">Bei der Herstellung von Klimaanlagen und K\u00fchlschr\u00e4nken m\u00fcssen die Komponenten, aus denen der W\u00e4rmetauscher besteht, wie Rohre, Spiegelplatten sowie vordere und hintere Sammler, geschwei\u00dft werden. Um die Schwei\u00dfqualit\u00e4t dieser Teile zu \u00fcberpr\u00fcfen, ist ein Inspektionsprozess erforderlich.<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--6 gspb_col-id-gsbp-bf03b87\" id=\"gspb_col-id-gsbp-bf03b87\">\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-8bbe872\" id=\"gspb_container-id-gsbp-8bbe872\"><\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-912c2c5\" id=\"gspb_row-id-gsbp-912c2c5\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-7cdd382\" id=\"gspb_col-id-gsbp-7cdd382\">\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-cf89a18\" id=\"gspb_container-id-gsbp-cf89a18\">\n<h2 id=\"gspb_heading-id-gsbp-b8b75c8\" class=\"gspb_heading gspb_heading-id-gsbp-b8b75c8\"><strong><strong>Unregelm\u00e4\u00dfig geformte Schwei\u00dffehler<\/strong><\/strong><\/h2>\n<\/div>\n\n\n\n<div id=\"gspb_text-id-gsbp-db971ec\" class=\"gspb_text gspb_text-id-gsbp-db971ec\">Schwei\u00dffabriken sind oft Hochtemperatur- und Hochhitzeanlagen, und die Arbeitsbedingungen sind gef\u00e4hrlich. Schwei\u00dffehler sind zudem h\u00e4ufig komplex und unregelm\u00e4\u00dfig, sodass eine manuelle Inspektion m\u00f6glicherweise nicht die beste L\u00f6sung ist, um die Durchsatzrate zu maximieren oder eine konstante Produktion sicherzustellen.<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-7552823\" id=\"gspb_row-id-gsbp-7552823\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-6d4f25a\" id=\"gspb_col-id-gsbp-6d4f25a\">\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-084f8d0\" id=\"gspb_container-id-gsbp-084f8d0\">\n<h2 id=\"gspb_heading-id-gsbp-e85756e\" class=\"gspb_heading gspb_heading-id-gsbp-e85756e\"><strong><strong><strong><strong>AI-Fehlererkennung mit SolVision<\/strong><\/strong><\/strong><\/strong><\/h2>\n<\/div>\n\n\n\n<div id=\"gspb_text-id-gsbp-41e0fe9\" class=\"gspb_text gspb_text-id-gsbp-41e0fe9\">Angetrieben von KI kann <a href=\"https:\/\/solomon-3d.mesvr.tw\/de\/products\/solvision\/\">SolVision<\/a> die Schwei\u00dfinspektionsprozesse automatisieren, indem es die verschiedenen Formen und Merkmale von Schwei\u00dfn\u00e4hten aus Beispielbildern lernt und die KI dann darauf trainiert, schnell zu erkennen, ob eine Naht fehlerhaft ist, basierend auf ihren Merkmalen, z. B. ob sie zu d\u00fcnn, zu dick oder ganz fehlt. Durch die Erkennung fehlerhafter N\u00e4hte wird die Qualit\u00e4t des Schwei\u00dfprozesses effektiv kontrolliert.<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-e0b682e\" id=\"gspb_row-id-gsbp-e0b682e\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--12 gspb_col-id-gsbp-2881c63\" id=\"gspb_col-id-gsbp-2881c63\">\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-bc4ef42\" id=\"gspb_container-id-gsbp-bc4ef42\">\n<h2 id=\"gspb_heading-id-gsbp-af37794\" class=\"gspb_heading gspb_heading-id-gsbp-af37794\"><strong>Beispiel<\/strong><\/h2>\n<\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row gspb_row gspb_row-id-gsbp-1976dfc\" id=\"gspb_row-id-gsbp-1976dfc\"><div class=\"gspb_row__content\"> \n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--4 gspb_col-id-gsbp-153c07e\" id=\"gspb_col-id-gsbp-153c07e\">\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-b9bd147\" id=\"gspb_container-id-gsbp-b9bd147\">\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>Vollst\u00e4ndiger Schwei\u00dfnaht<\/strong><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large eplus-wrapper\"><img decoding=\"async\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2021-07-09_18h28_32.png\" alt=\"Welding Quality Control for Air Conditioning and Refrigeration Products\" title=\"\"><\/figure>\n<\/div><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--4 gspb_col-id-gsbp-29b5044\" id=\"gspb_col-id-gsbp-29b5044\">\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-59e6e72\" id=\"gspb_container-id-gsbp-59e6e72\">\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>Fehlende Schwei\u00dfnaht<\/strong><\/p>\n<\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large eplus-wrapper\"><img decoding=\"async\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2021-07-09_18h28_50.png\" alt=\"Welding Quality Control for Air Conditioning and Refrigeration Products\" title=\"\"><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-greenshift-blocks-row-column gspb_row__col--4 gspb_col-id-gsbp-e2800ed\" id=\"gspb_col-id-gsbp-e2800ed\">\n<div class=\"wp-block-greenshift-blocks-container gspb_container gspb_container-gsbp-8232197\" id=\"gspb_container-id-gsbp-8232197\">\n<p class=\"has-text-align-center eplus-wrapper wp-block-paragraph\"><strong>Unvollst\u00e4ndige Schwei\u00dfung<\/strong><\/p>\n<\/div>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large eplus-wrapper\"><img decoding=\"async\" src=\"https:\/\/solomon-3d.mesvr.tw\/wp-content\/uploads\/2021-07-09_18h29_06.png\" alt=\"Welding Quality Control for Air Conditioning and Refrigeration Products\" title=\"\"><\/figure>\n<\/div><\/div>\n <\/div><\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Angetrieben von KI kann Solomon SolVision die Schwei\u00dfinspektionsprozesse automatisieren, indem es die verschiedenen Formen und Merkmale von Schwei\u00dfn\u00e4hten aus Beispielbildern erlernt.<\/p>","protected":false},"author":875,"featured_media":56373,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-d51e703b-ff95{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:15px;margin-bottom:15px}#gspb_heading-id-gsbp-d51e703b-ff95 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-d51e703b-ff95 .gspb_heading_subtitle,#gspb_subheading-id-gsbp-d51e703b-ff95{display:block;line-height:22px;margin-top:5px;font-size:30px;color:var(--wp--preset--color--white, #ffffff)}#gspb_row-id-gsbp-7552823,#gspb_row-id-gsbp-912c2c5,#gspb_row-id-gsbp-bbd5ed1,#gspb_row-id-gsbp-e0b682e{justify-content:space-between;margin-top:0;margin-bottom:0;display:flex;flex-wrap:wrap}#gspb_row-id-gsbp-bbd5ed1>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}div[id^=gspb_col-id]{box-sizing:border-box;position:relative;padding:var(--gs-row-column-padding, 15px min(3vw, 20px))}body.gspb-bodyfront #gspb_row-id-gsbp-1976dfc>.gspb_row__content,body.gspb-bodyfront #gspb_row-id-gsbp-7552823>.gspb_row__content,body.gspb-bodyfront #gspb_row-id-gsbp-912c2c5>.gspb_row__content,body.gspb-bodyfront #gspb_row-id-gsbp-bbd5ed1>.gspb_row__content,body.gspb-bodyfront #gspb_row-id-gsbp-e0b682e>.gspb_row__content{max-width:var(--wp--style--global--wide-size, 1200px)}#gspb_col-id-gsbp-1d36efc.gspb_row__col--6{width:50%}@media (max-width:575.98px){#gspb_col-id-gsbp-1d36efc.gspb_row__col--6{width:100%}}.gspb_container-id-gsbp-62c4be8{flex-direction:column;box-sizing:border-box}#gspb_container-id-gsbp-084f8d0.gspb_container>p:last-of-type,#gspb_container-id-gsbp-59e6e72.gspb_container>p:last-of-type,#gspb_container-id-gsbp-62c4be8.gspb_container>p:last-of-type,#gspb_container-id-gsbp-8232197.gspb_container>p:last-of-type,#gspb_container-id-gsbp-8bbe872.gspb_container>p:last-of-type,#gspb_container-id-gsbp-b9bd147.gspb_container>p:last-of-type,#gspb_container-id-gsbp-bc4ef42.gspb_container>p:last-of-type,#gspb_container-id-gsbp-cf89a18.gspb_container>p:last-of-type{margin-bottom:0}#gspb_container-id-gsbp-62c4be8.gspb_container{position:relative}.gspb_text-id-gsbp-b5aa291{font-size:20px;line-height:40px;color:var(--wp--preset--color--basecolor, #000001)}#gspb_col-id-gsbp-bf03b87.gspb_row__col--6{width:50%}@media (max-width:575.98px){#gspb_col-id-gsbp-bf03b87.gspb_row__col--6{width:100%}}#gspb_container-id-gsbp-8bbe872.gspb_container{position:relative}#gspb_row-id-gsbp-912c2c5>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}#gspb_col-id-gsbp-7cdd382.gspb_row__col--12{width:100%}@media (max-width:575.98px){#gspb_col-id-gsbp-7cdd382.gspb_row__col--12{width:100%}}.gspb_container-id-gsbp-8bbe872,.gspb_container-id-gsbp-cf89a18{flex-direction:column;box-sizing:border-box}#gspb_container-id-gsbp-cf89a18.gspb_container{position:relative}.gspb_text-id-gsbp-db971ec{font-size:20px;line-height:40px;color:var(--wp--preset--color--basecolor, #000001)}#gspb_row-id-gsbp-7552823>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}#gspb_col-id-gsbp-6d4f25a.gspb_row__col--12{width:100%}@media (max-width:575.98px){#gspb_col-id-gsbp-6d4f25a.gspb_row__col--12{width:100%}}.gspb_container-id-gsbp-084f8d0{flex-direction:column;box-sizing:border-box}#gspb_container-id-gsbp-084f8d0.gspb_container{position:relative}.gspb_text-id-gsbp-41e0fe9{font-size:20px;line-height:40px;color:var(--wp--preset--color--basecolor, #000001)}#gspb_row-id-gsbp-e0b682e>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}#gspb_col-id-gsbp-2881c63.gspb_row__col--12{width:100%}@media (max-width:575.98px){#gspb_col-id-gsbp-2881c63.gspb_row__col--12{width:100%}}.gspb_container-id-gsbp-bc4ef42{flex-direction:column;box-sizing:border-box}#gspb_container-id-gsbp-bc4ef42.gspb_container,.gspb_row{position:relative}#gspb_heading-id-gsbp-af37794,#gspb_heading-id-gsbp-af37794 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-af37794{color:var(--wp--preset--color--basecolor, #000001)}#gspb_row-id-gsbp-1976dfc{justify-content:space-between;margin-top:0;margin-bottom:0;display:flex;flex-wrap:wrap}#gspb_row-id-gsbp-1976dfc>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}#gspb_col-id-gsbp-153c07e.gspb_row__col--4{width:33.333333333333336%}@media (max-width:575.98px){#gspb_col-id-gsbp-153c07e.gspb_row__col--4{width:100%}}.gspb_container-id-gsbp-59e6e72,.gspb_container-id-gsbp-8232197,.gspb_container-id-gsbp-b9bd147{flex-direction:column;box-sizing:border-box}#gspb_container-id-gsbp-b9bd147.gspb_container{position:relative}#gspb_col-id-gsbp-29b5044.gspb_row__col--4{width:33.333333333333336%}@media (max-width:575.98px){#gspb_col-id-gsbp-29b5044.gspb_row__col--4{width:100%}}#gspb_container-id-gsbp-59e6e72.gspb_container{position:relative}#gspb_col-id-gsbp-e2800ed.gspb_row__col--4{width:33.333333333333336%}@media (max-width:575.98px){#gspb_col-id-gsbp-e2800ed.gspb_row__col--4{width:100%}}#gspb_container-id-gsbp-8232197.gspb_container{position:relative}","footnotes":""},"categories":[3349,3364,3408,3434,3372,3370],"tags":[],"class_list":["post-88272","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-referenzen","category-fehlererkennung","category-manufacturing","category-metal-processing","category-qualitaetspruefung","category-solvision"],"acf":[],"lang":"de","translations":{"de":88272,"en":91652,"es":81574,"tw":32428,"zh":59264,"jp":77062,"pt":86477,"fr":89342,"tr":90520,"vi":91628,"th":96869,"it":97805,"ko":93107},"_links":{"self":[{"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/posts\/88272","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/users\/875"}],"replies":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/comments?post=88272"}],"version-history":[{"count":0,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/posts\/88272\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/media\/56373"}],"wp:attachment":[{"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/media?parent=88272"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/categories?post=88272"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/tags?post=88272"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}