{"id":89587,"date":"2025-02-26T11:34:52","date_gmt":"2025-02-26T03:34:52","guid":{"rendered":"https:\/\/solomon-3d.mesvr.tw\/?p=89587"},"modified":"2025-02-26T11:35:11","modified_gmt":"2025-02-26T03:35:11","slug":"detection-de-defauts-des-roulements-a-laide-de-lia","status":"publish","type":"post","link":"https:\/\/solomon-3d.mesvr.tw\/fr\/etudes-de-cas\/detection-de-defauts-des-roulements-a-laide-de-lia\/","title":{"rendered":"D\u00e9tection de d\u00e9fauts des roulements \u00e0 l’aide de l’IA"},"content":{"rendered":"
\n
<\/span>\"\"
\n

SolVision\u00c9tude de cas<\/strong><\/span><\/h2>\n\n\n\n
Transformation des m\u00e9taux<\/a> | Fabrication<\/a><\/div>\n<\/div><\/div>\n\n\n\n
<\/div>\n\n\n

D\u00e9tection de d\u00e9fauts des roulements \u00e0 l’aide de l’IA<\/h1><\/div><\/div>\n\n\n\n
\n
\n
\n

Client<\/h2>\n\n\n\n

Le client est un fabricant sp\u00e9cialis\u00e9 dans les composants de roulements, n\u00e9cessitant une inspection efficace \u00e0 grande \u00e9chelle pour garantir une haute qualit\u00e9 de produit.<\/p>\n\n\n\n

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

Cas<\/h2>\n\n\n\n
\n

Fonctions et caract\u00e9ristiques des roulements<\/h3>\n\n\n\n

Un roulement, ou ensemble de roulements, soutient les arbres rotatifs en maintenant l’alignement de l’axe et en r\u00e9duisant les frottements pendant le mouvement. Les roulements sont des composants critiques utilis\u00e9s dans diverses applications telles que les moteurs automobiles, les \u00e9quipements de production industrielle et les appareils m\u00e9nagers.<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
<\/div>\n\n\n\n
\"metal<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
\n
\n

D\u00e9fi<\/h2>\n\n\n\n
\n

D\u00e9tection des d\u00e9fauts de roulements avec des m\u00e9thodes traditionnelles<\/h3>\n\n\n\n

La d\u00e9tection des d\u00e9fauts dans les filets de roulement pr\u00e9sente deux d\u00e9fis principaux. Tout d’abord, l’inspection des filets implique d’\u00e9valuer l’int\u00e9rieur du roulement sous plusieurs angles pour identifier des d\u00e9fauts tels qu’un pas excessif, un sur usinage ou des cannelures cass\u00e9es. La nature fine des filets rend ces d\u00e9fauts difficiles \u00e0 d\u00e9tecter \u00e0 l’\u0153il nu. Le deuxi\u00e8me d\u00e9fi consiste \u00e0 identifier des objets \u00e9trangers \u00e0 l’int\u00e9rieur du roulement, o\u00f9 des taches noires in\u00e9gales caus\u00e9es par le frottement\u2014potentiellement dues \u00e0 une contamination par la poussi\u00e8re ou des peluches\u2014peuvent \u00e9galement \u00eatre difficiles \u00e0 d\u00e9tecter visuellement en utilisant des m\u00e9thodes d’inspection traditionnelles.<\/p>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n

\n
\n

Solution<\/h2>\n\n\n\n
\n

D\u00e9tection avanc\u00e9e des d\u00e9fauts avec SolVision<\/h3>\n\n\n\n

L’outil d’inspection visuelle de SolVision<\/a> identifie efficacement divers d\u00e9fauts dans les filets de roulement en entra\u00eenant un mod\u00e8le d’IA avec seulement quelques images d’\u00e9chantillon. Le syst\u00e8me de vision par IA cat\u00e9gorise les d\u00e9fauts lors de l’inspection et am\u00e9liore continuellement ses capacit\u00e9s de d\u00e9tection gr\u00e2ce \u00e0 l’apprentissage profond<\/a>. Par cons\u00e9quent, SolVision r\u00e9duit le temps d’inspection et am\u00e9liore consid\u00e9rablement le processus de contr\u00f4le qualit\u00e9 avec la rapidit\u00e9 et la pr\u00e9cision de l’IA.<\/p>\n\n\n\n

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

D\u00e9tection des d\u00e9fauts de roulements<\/h4>\n\n\n\n

Inspection des filets<\/h5>\n\n\n\n
\n
\n
\"Normal<\/figure>\n<\/div>\n\n\n

Normal<\/strong><\/p>\n<\/div>\n\n\n\n

\n
\"Defective<\/figure>\n<\/div>\n\n\n

Pas de d\u00e9formation excessive<\/strong><\/p>\n<\/div>\n\n\n\n

\n
\"Defective<\/figure>\n<\/div>\n\n\n

Sur-d\u00e9coupe<\/strong><\/p>\n<\/div>\n\n\n\n

\n
\"Defective<\/figure>\n<\/div>\n\n\n

Rayures cass\u00e9es<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n

Inspection des objets \u00e9trangers<\/h5>\n\n\n\n
\n
\n
\"Defective<\/figure>\n<\/div><\/div>\n\n\n\n
\n
\"Defective<\/figure>\n<\/div><\/div>\n\n\n\n
\n
\"Defective<\/figure>\n<\/div><\/div>\n\n\n\n
\n
\"Defective<\/figure>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n <\/div><\/div>\n\n\n\n
\n
\n

R\u00e9sultat<\/h2>\n\n\n\n
\n
<\/path><\/svg>R\u00e9duction du temps d’inspection et am\u00e9lioration du contr\u00f4le qualit\u00e9<\/span><\/div>
<\/path><\/svg>D\u00e9tection de d\u00e9fauts invisibles \u00e0 l’\u0153il nu<\/span><\/div>
<\/path><\/svg>Classification pr\u00e9cise de divers types de d\u00e9fauts<\/span><\/div><\/div>\n<\/div>\n<\/div>\n <\/div><\/div>","protected":false},"excerpt":{"rendered":"

D\u00e9couvrez comment la technologie AI de SolVision am\u00e9liore la d\u00e9tection des d\u00e9fauts de roulement gr\u00e2ce \u00e0 une inspection pr\u00e9cise des filetages, renfor\u00e7ant ainsi le contr\u00f4le de la qualit\u00e9 et l’efficacit\u00e9.<\/p>","protected":false},"author":875,"featured_media":79553,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_gspb_post_css":"#gspb_heading-id-gsbp-5f6009ef-2b72{font-size:60px;line-height:100px;text-align:center!important;color:var(--gs-colorone);margin-top:50px}#gspb_heading-id-gsbp-5f6009ef-2b72 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-5f6009ef-2b72 .gspb_heading_subtitle,#gspb_subheading-id-gsbp-5f6009ef-2b72{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}.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-1c111ca0-9553>.gspb_row__content,body.gspb-bodyfront #gspb_row-id-gsbp-37f108c>.gspb_row__content,body.gspb-bodyfront #gspb_row-id-gsbp-80c4ab92-310f>.gspb_row__content,body.gspb-bodyfront #gspb_row-id-gsbp-bd76f827-b8b9>.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-02f2f641-7ddd.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-942a9ab.gspb_container>p:last-of-type,#gspb_container-id-gsbp-df075655-2335.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);margin-top:0;margin-bottom:0}.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;margin-bottom:0}#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:middle;display:inline-block;box-sizing:border-box;max-width:100%;width:300px;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-1c111ca0-9553{justify-content:space-between;margin-top:0;margin-bottom:0;display:flex;flex-wrap:wrap}#gspb_row-id-gsbp-1c111ca0-9553>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}#gspb_col-id-gsbp-aa3cf9aa-1058.gspb_row__col--12{width:100%}@media (max-width:575.98px){#gspb_col-id-gsbp-aa3cf9aa-1058.gspb_row__col--12{width:100%}}#gspb_heading-id-gsbp-466236d0-ac25{font-weight:400!important;color:var(--gs-colorone)}#gspb_container-id-gsbp-df075655-2335.gspb_container{position:relative;margin-bottom:0}#gspb_heading-id-gsbp-d1d4af1d-e2e9{font-weight:700!important;color:var(--wp--preset--color--black, #000000)}#gspb_row-id-gsbp-37f108c{justify-content:space-between;margin-top:0;margin-bottom:0;display:flex;flex-wrap:wrap}#gspb_row-id-gsbp-37f108c>.gspb_row__content{display:flex;justify-content:space-between;margin:0 auto;width:100%;flex-wrap:wrap}#gspb_col-id-gsbp-52eaba7.gspb_row__col--12{width:100%}@media (max-width:575.98px){#gspb_col-id-gsbp-52eaba7.gspb_row__col--12{width:100%}}#gspb_heading-id-gsbp-a4a4b58{font-weight:400!important;color:var(--gs-colorone)}.gspb_container-id-gsbp-02f2f641-7ddd,.gspb_container-id-gsbp-942a9ab,.gspb_container-id-gsbp-df075655-2335{flex-direction:column;box-sizing:border-box}#gspb_container-id-gsbp-02f2f641-7ddd.gspb_container,#gspb_container-id-gsbp-942a9ab.gspb_container,.gspb_row{position:relative}#gspb_heading-id-gsbp-949fd61{font-weight:700!important;color:var(--wp--preset--color--black, #000000)}#gspb_heading-id-gsbp-3a09d084-62e5,#gspb_heading-id-gsbp-3a09d084-62e5 .gsap-g-line{text-align:center!important}#gspb_heading-id-gsbp-3a09d084-62e5{font-weight:700!important;color:var(--wp--preset--color--black, #000000)}#gspb_heading-id-gsbp-eb958f2,#gspb_heading-id-gsbp-eb958f2 .gsap-g-line{text-align:left!important}#gspb_heading-id-gsbp-eb958f2{font-weight:700!important;color:var(--wp--preset--color--black, #000000)}#gspb_heading-id-gsbp-2c24f36,#gspb_heading-id-gsbp-2c24f36 .gsap-g-line{text-align:left!important}#gspb_heading-id-gsbp-2c24f36{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":[3620,3612,3600,3654,3688],"tags":[],"class_list":["post-89587","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-etudes-de-cas","category-controle-qualite","category-detection-de-defauts","category-manufacturing","category-solvision"],"acf":[],"lang":"fr","translations":{"fr":89587,"es":83179,"zh":80352,"tw":79494,"en":79630,"jp":79619,"pt":86895,"de":88928,"tr":91035,"vi":91909,"th":96752,"it":98147,"ko":95821},"_links":{"self":[{"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/posts\/89587","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/users\/875"}],"replies":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/comments?post=89587"}],"version-history":[{"count":0,"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/posts\/89587\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/media\/79553"}],"wp:attachment":[{"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/media?parent=89587"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/categories?post=89587"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/solomon-3d.mesvr.tw\/fr\/wp-json\/wp\/v2\/tags?post=89587"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}