{"id":89758,"date":"2025-02-26T15:18:21","date_gmt":"2025-02-26T07:18:21","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=89758"},"modified":"2025-02-26T15:18:41","modified_gmt":"2025-02-26T07:18:41","slug":"automatisiertes-beladen-von-zahnraedern-mit-ki","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/de\/anwenderberichte\/automatisiertes-beladen-von-zahnraedern-mit-ki\/","title":{"rendered":"Automatisiertes Beladen von Zahnr\u00e4dern mit KI"},"content":{"rendered":"
\n
<\/span>\"gearwheels
\n

AccuPickFallstudie<\/span><\/h2>\n\n\n\n
Automobilindustrie<\/a> | Fertigung<\/a><\/div>\n<\/div><\/div>\n\n\n\n
<\/div>\n\n\n

Automatisiertes Beladen von Zahnr\u00e4dern mit KI<\/h1><\/div><\/div>\n\n\n\n
\n
\n
\n

Kunde<\/h2>\n\n\n\n

Der Kunde ist ein gro\u00dfer Hersteller von Automobilkomponenten mit Sitz in Asien.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

\n
\n

Fall<\/h2>\n\n\n\n
\n

Automatisiertes Beladen in der Automobilkomponentenfertigung<\/h3>\n\n\n\n

Hersteller von Automobilkomponenten haben sich traditionell auf manuelle Arbeit f\u00fcr Beladeaufgaben verlassen. Dieser Ansatz ist arbeitsintensiv, insbesondere aufgrund der gro\u00dfen Menge und des hohen Gewichts von Metallteilen wie Zahnr\u00e4dern. Daher k\u00f6nnen Faktoren wie Standortbedingungen und die F\u00e4higkeiten der Arbeiter zu Schwankungen in der Beladeeffizienz f\u00fchren.<\/p>\n\n\n\n

Um diese Herausforderungen zu bew\u00e4ltigen, setzen Hersteller von Automobilkomponenten zunehmend auf automatisierte Beladesysteme, um die Produktionseffizienz zu steigern und die mit manuellen Arbeitsmethoden verbundenen Risiken zu reduzieren.<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
<\/div>\n\n\n\n
\"gearwheels<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
\n
\n

Herausforderung<\/h2>\n\n\n\n
\n

Einschr\u00e4nkungen herk\u00f6mmlicher maschineller Bildverarbeitungssysteme<\/h3>\n\n\n\n

Zwei Haupttechnologien dominieren derzeit die Fabrikautomatisierung: (1) der Einsatz industrieller Kameras innerhalb des Arbeitsbereichs und (2) der Einsatz industrieller Kameras, die an Roboterarmen montiert sind. Diese Kameras bestimmen pr\u00e4zise die relativen Positionen von Objekten und erm\u00f6glichen so die Steuerung von Roboterarmen f\u00fcr Be- und Entladeaufgaben. Herausforderungen entstehen jedoch in Umgebungen, in denen eine seitliche Beleuchtung der Objekte durch st\u00f6rende Umgebungsbeleuchtung erschwert wird. Dar\u00fcber hinaus stellen Faktoren wie kleine Zahnradgr\u00f6\u00dfen, reflektierende Materialien, \u00d6lverschmutzungen und ungeordnete Stapelung von Werkst\u00fccken im Beh\u00e4lter erhebliche Herausforderungen f\u00fcr herk\u00f6mmliche maschinelle Bildverarbeitungssysteme dar, was zu Ineffizienzen beim Greifen durch den Roboterarm f\u00fchrt.<\/p>\n\n\n\n

<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
\n
\n

L\u00f6sung<\/h2>\n\n\n\n
\n

Automatisiertes Beladen von Zahnr\u00e4dern mit AccuPick<\/h3>\n\n\n\n

Mithilfe industrieller Kameras und fortschrittlicher KI lernt AccuPick<\/a>, die Stapelbedingungen und Winkel von Zahnr\u00e4dern anhand einer kleinen Anzahl von Bildproben zu erkennen und zu klassifizieren. Das Bewegungsplanungsmodul von AccuPick berechnet schnell den optimalen Roboterpfad, sodass der Roboterarm Zahnr\u00e4der aus verschiedenen Winkeln pr\u00e4zise greifen kann, w\u00e4hrend Kollisionen mit dem Beh\u00e4lter vermieden werden.<\/p>\n\n\n\n

<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
\n
\n

Ergebnis<\/h2>\n\n\n\n
\n
<\/path><\/svg>Pr\u00e4zises Greifen und Kollisionsvermeidung f\u00fchrten zu verbesserter Effizienz<\/span><\/div>
<\/path><\/svg>Automatisierung erm\u00f6glichte einen kontinuierlichen Betrieb f\u00fcr h\u00f6here Produktivit\u00e4t<\/span><\/div>
<\/path><\/svg>Arbeitsbedingte Gesundheitsrisiken wurden reduziert<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

AccuPick optimiert die Automobilkomponentenfertigung durch automatisiertes Beladen von Zahnr\u00e4dern. Das KI-gest\u00fctzte Vision-System gew\u00e4hrleistet pr\u00e4zises Greifen und Kollisionsvermeidung.<\/p>","protected":false},"author":875,"featured_media":71850,"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:50px}#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_text-id-gsbp-fa6ec577-bc74{font-size:20px;text-align:center!important;font-weight:500!important;margin-bottom:0!important}.gspb_text-id-gsbp-fa6ec577-bc74 .gsap-g-line{text-align:center!important}.gspb_text-id-gsbp-fa6ec577-bc74,.gspb_text-id-gsbp-fa6ec577-bc74 .wp-block a,.gspb_text-id-gsbp-fa6ec577-bc74 a{color:var(--wp--preset--color--white, #ffffff)}.gspb_text-id-gsbp-fa6ec577-bc74 .wp-block a:hover,.gspb_text-id-gsbp-fa6ec577-bc74 a:hover{color:#e4002b}#gspb_row-id-gsbp-bd76f827-b8b9{justify-content:space-between;margin-top:0;margin-bottom:0;display:flex;flex-wrap:wrap}#gspb_row-id-gsbp-bd76f827-b8b9>.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-80c4ab92-310f>.gspb_row__content,body.gspb-bodyfront #gspb_row-id-gsbp-bba6972e-d6a1>.gspb_row__content,body.gspb-bodyfront #gspb_row-id-gsbp-bd76f827-b8b9>.gspb_row__content,body.gspb-bodyfront #gspb_row-id-gsbp-d283d2a>.gspb_row__content,body.gspb-bodyfront #gspb_row-id-gsbp-d42f33aa-ff0f>.gspb_row__content{max-width:var(--wp--style--global--wide-size, 1200px)}#gspb_col-id-gsbp-6ef96d35-4ca5.gspb_row__col--12{width:100%}@media (max-width:575.98px){#gspb_col-id-gsbp-6ef96d35-4ca5.gspb_row__col--12{width:100%}}.gspb_container-id-gsbp-7cbdcb19-c757{flex-direction:column;box-sizing:border-box}#gspb_container-id-gsbp-176430cc-7a4f.gspb_container>p:last-of-type,#gspb_container-id-gsbp-6862c963-ba9c.gspb_container>p:last-of-type,#gspb_container-id-gsbp-7cbdcb19-c757.gspb_container>p:last-of-type,#gspb_container-id-gsbp-8c4eb2e6-78ce.gspb_container>p:last-of-type,#gspb_container-id-gsbp-8dba7f06-2689.gspb_container>p:last-of-type,#gspb_container-id-gsbp-eb560c4.gspb_container>p:last-of-type{margin-bottom:0}#gspb_container-id-gsbp-7cbdcb19-c757.gspb_container{position:relative;margin-bottom:0}#gspb_heading-id-gsbp-1c247c32-5b62{font-weight:400!important;color:var(--gs-colorone)}#gspb_row-id-gsbp-80c4ab92-310f{justify-content:space-between;margin-top:0;margin-bottom:0;display:flex;flex-wrap:wrap}#gspb_row-id-gsbp-80c4ab92-310f>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}#gspb_col-id-gsbp-0003f701-9b2d.gspb_row__col--6{width:50%}@media (max-width:575.98px){#gspb_col-id-gsbp-0003f701-9b2d.gspb_row__col--6{width:100%}}#gspb_heading-id-gsbp-2e30a2cf-b972{font-weight:400!important;color:var(--gs-colorone)}.gspb_container-id-gsbp-6862c963-ba9c,.gspb_container-id-gsbp-8dba7f06-2689{flex-direction:column;box-sizing:border-box}#gspb_container-id-gsbp-8dba7f06-2689.gspb_container{position:relative}#gspb_heading-id-gsbp-4b66311b-db5a{font-weight:700!important;color:var(--wp--preset--color--black, #000000)}#gspb_col-id-gsbp-7e0fe0fc-8602.gspb_row__col--6{width:50%}@media (max-width:575.98px){#gspb_col-id-gsbp-7e0fe0fc-8602.gspb_row__col--6{width:100%}}#gspb_container-id-gsbp-6862c963-ba9c.gspb_container{position:relative}#gspb_image-id-gsbp-91106dc8-9f52{text-align:center;padding:10px;height:auto}#gspb_image-id-gsbp-91106dc8-9f52 img{object-position:76% 68%;vertical-align:top;display:inline-block;box-sizing:border-box;max-width:100%;width:600px;height:auto}@media (max-width:991.98px){#gspb_image-id-gsbp-91106dc8-9f52,#gspb_image-id-gsbp-91106dc8-9f52 img{height:auto}}@media (max-width:767.98px){#gspb_image-id-gsbp-91106dc8-9f52,#gspb_image-id-gsbp-91106dc8-9f52 img{height:auto}}@media (max-width:575.98px){#gspb_image-id-gsbp-91106dc8-9f52,#gspb_image-id-gsbp-91106dc8-9f52 img{height:auto}}#gspb_row-id-gsbp-d283d2a{justify-content:space-between;margin-top:0;margin-bottom:0;display:flex;flex-wrap:wrap}#gspb_row-id-gsbp-d283d2a>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}#gspb_col-id-gsbp-8574e92.gspb_row__col--12{width:100%}@media (max-width:575.98px){#gspb_col-id-gsbp-8574e92.gspb_row__col--12{width:100%}}#gspb_heading-id-gsbp-280404a{font-weight:400!important;color:var(--gs-colorone)}#gspb_container-id-gsbp-eb560c4.gspb_container{position:relative}#gspb_heading-id-gsbp-db70261{font-weight:700!important;color:var(--wp--preset--color--black, #000000)}#gspb_row-id-gsbp-bba6972e-d6a1{justify-content:space-between;margin-top:0;margin-bottom:0;display:flex;flex-wrap:wrap}#gspb_row-id-gsbp-bba6972e-d6a1>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}#gspb_col-id-gsbp-d480d4c9-3bd4.gspb_row__col--12{width:100%}@media (max-width:575.98px){#gspb_col-id-gsbp-d480d4c9-3bd4.gspb_row__col--12{width:100%}}#gspb_heading-id-gsbp-a6c48e89-bced{font-weight:400!important;color:var(--gs-colorone)}.gspb_container-id-gsbp-176430cc-7a4f,.gspb_container-id-gsbp-eb560c4{flex-direction:column;box-sizing:border-box}#gspb_container-id-gsbp-176430cc-7a4f.gspb_container,.gspb_row{position:relative}#gspb_heading-id-gsbp-36dba046-5566{font-weight:700!important;color:var(--wp--preset--color--black, #000000)}#gspb_row-id-gsbp-d42f33aa-ff0f{justify-content:space-between;margin-top:0;margin-bottom:0;display:flex;flex-wrap:wrap}#gspb_row-id-gsbp-d42f33aa-ff0f>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}#gspb_col-id-gsbp-feef3728-2b03.gspb_row__col--12{width:100%}@media (max-width:575.98px){#gspb_col-id-gsbp-feef3728-2b03.gspb_row__col--12{width:100%}}#gspb_heading-id-gsbp-db4f8a6d-2f77{font-weight:400!important;color:var(--gs-colorone)}.gspb_container-id-gsbp-8c4eb2e6-78ce{flex-direction:column;box-sizing:border-box}#gspb_container-id-gsbp-8c4eb2e6-78ce.gspb_container{position:relative}#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList .gspb_iconsList__item__text{margin-left:15px}#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList .gspb_iconsList__item{display:flex;flex-direction:row;align-items:center;position:relative;font-size:20px;line-height:30px;font-weight:700!important;color:var(--wp--preset--color--black, #000000);margin-bottom:24px}#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList .gspb_iconsList__item svg path{fill:#2184f9!important}#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList [data-id='0'] svg{height:20px!important;width:20px!important;min-width:20px!important;fill:var(--gs-colorone)!important;margin:0!important}#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList [data-id='0'] svg path{fill:var(--gs-colorone)!important}#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList [data-id='1'] svg,#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList [data-id='2'] svg{height:20px!important;width:20px!important;min-width:20px!important;fill:var(--gs-colorone)!important;margin:0!important}#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList [data-id='1'] svg path,#gspb_iconsList-id-gsbp-b8944452-67c0.gspb_iconsList [data-id='2'] svg path{fill:var(--gs-colorone)!important}","footnotes":""},"categories":[3349,3402,3404,3408,3410],"tags":[],"class_list":["post-89758","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-anwenderberichte","category-accupick","category-automotive","category-manufacturing","category-praezises-pick-place"],"acf":[],"lang":"de","translations":{"de":89758,"en":72494,"tw":71814,"jp":72897,"zh":77980,"es":82805,"pt":87006,"fr":89057,"tr":91353,"vi":94088,"th":95865,"it":97833,"ko":95079},"_links":{"self":[{"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/posts\/89758","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=89758"}],"version-history":[{"count":0,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/posts\/89758\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/media\/71850"}],"wp:attachment":[{"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/media?parent=89758"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/categories?post=89758"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/de\/wp-json\/wp\/v2\/tags?post=89758"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}