{"id":5700,"date":"2025-11-03T11:04:55","date_gmt":"2025-11-03T04:04:55","guid":{"rendered":"https:\/\/swoer.vn\/?p=5700"},"modified":"2025-11-03T11:04:55","modified_gmt":"2025-11-03T04:04:55","slug":"toi-uu-hoa-quy-trinh-lap-rap","status":"publish","type":"post","link":"https:\/\/swoer.vn\/ja\/toi-uu-hoa-quy-trinh-lap-rap\/","title":{"rendered":"T\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh l\u1eafp r\u00e1p: 3 tr\u1ee5 c\u1ed9t chi\u1ebfn l\u01b0\u1ee3c gi\u1ea3m l\u00e3ng ph\u00ed v\u00e0 t\u0103ng hi\u1ec7u su\u1ea5t OEE"},"content":{"rendered":"<p><i><span style=\"font-weight: 400;\">Chi ph\u00ed s\u1ea3n xu\u1ea5t l\u00e0 cu\u1ed9c chi\u1ebfn. L\u1eafp r\u00e1p th\u01b0\u1eddng l\u00e0 n\u01a1i ph\u00e1t sinh l\u00e3ng ph\u00ed l\u1edbn nh\u1ea5t.<\/span><\/i><\/p>\n<p><i><span style=\"font-weight: 400;\">T\u1ed1i \u01b0u h\u00f3a kh\u00f4ng ch\u1ec9 l\u00e0 t\u0103ng t\u1ed1c \u0111\u1ed9. M\u1ee5c ti\u00eau ch\u00ednh l\u00e0 <\/span><\/i><b><i>gi\u1ea3m thi\u1ec3u 7 lo\u1ea1i l\u00e3ng ph\u00ed (7 Wastes)<\/i><\/b><i><span style=\"font-weight: 400;\"> trong s\u1ea3n xu\u1ea5t. T\u1eeb \u0111\u00f3, t\u0103ng hi\u1ec7u su\u1ea5t t\u1ed5ng th\u1ec3 thi\u1ebft b\u1ecb (OEE).<\/span><\/i><\/p>\n<p><i><span style=\"font-weight: 400;\">Quy tr\u00ecnh l\u1eafp r\u00e1p c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 l\u1ea1i. Ch\u00fang ta c\u1ea7n k\u1ebft h\u1ee3p gi\u1eefa t\u01b0 duy tinh g\u1ecdn (Lean) v\u00e0 c\u00f4ng ngh\u1ec7 4.0. B\u00e0i vi\u1ebft n\u00e0y <a href=\"https:\/\/swoer.vn\/ja\/contact\/\"><strong>\u8a93\u3046<\/strong><\/a> ch\u1ec9 ra 3 tr\u1ee5 c\u1ed9t chi\u1ebfn l\u01b0\u1ee3c. \u00c1p d\u1ee5ng ch\u00fang \u0111\u1ec3 \u0111\u01b0a nh\u00e0 m\u00e1y c\u1ee7a b\u1ea1n l\u00ean c\u1ea5p \u0111\u1ed9 c\u1ea1nh tranh m\u1edbi.<\/span><\/i><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u76ee\u6b21<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"\u76ee\u6b21\u3092\u5207\u308a\u66ff\u3048\u308b\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">\u30c8\u30b0\u30eb<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/swoer.vn\/ja\/toi-uu-hoa-quy-trinh-lap-rap\/#Toi_uu_hoa_thong_qua_thiet_ke_san_pham\" >T\u1ed1i \u01b0u h\u00f3a th\u00f4ng qua thi\u1ebft k\u1ebf s\u1ea3n ph\u1ea9m<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/swoer.vn\/ja\/toi-uu-hoa-quy-trinh-lap-rap\/#1_Thiet_ke_cho_lap_rap\" >1. Thi\u1ebft k\u1ebf cho l\u1eafp r\u00e1p:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/swoer.vn\/ja\/toi-uu-hoa-quy-trinh-lap-rap\/#2_Tieu_chuan_hoa_chi_tiet\" >2. Ti\u00eau chu\u1ea9n h\u00f3a chi ti\u1ebft:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/swoer.vn\/ja\/toi-uu-hoa-quy-trinh-lap-rap\/#3_Cai_thien_kha_nang_gap_va_dinh_vi\" >3. C\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng g\u1eafp v\u00e0 \u0111\u1ecbnh v\u1ecb:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/swoer.vn\/ja\/toi-uu-hoa-quy-trinh-lap-rap\/#Toi_uu_hoa_thong_qua_dong_chay_va_bo_tri\" >T\u1ed1i \u01b0u h\u00f3a th\u00f4ng qua d\u00f2ng ch\u1ea3y v\u00e0 b\u1ed1 tr\u00ed<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/swoer.vn\/ja\/toi-uu-hoa-quy-trinh-lap-rap\/#1_Can_bang_day_chuyen\" >1. C\u00e2n b\u1eb1ng d\u00e2y chuy\u1ec1n:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/swoer.vn\/ja\/toi-uu-hoa-quy-trinh-lap-rap\/#2_Bo_tri_dong_chay_hinh_chu_U\" >2. B\u1ed1 tr\u00ed d\u00f2ng ch\u1ea3y h\u00ecnh ch\u1eef U:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/swoer.vn\/ja\/toi-uu-hoa-quy-trinh-lap-rap\/#3_He_thong_cung_cap_vat_lieu_Just-in-Time\" >3. H\u1ec7 th\u1ed1ng cung c\u1ea5p v\u1eadt li\u1ec7u Just-in-Time:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/swoer.vn\/ja\/toi-uu-hoa-quy-trinh-lap-rap\/#Toi_uu_hoa_thong_qua_tu_dong_hoa\" >T\u1ed1i \u01b0u h\u00f3a th\u00f4ng qua t\u1ef1 \u0111\u1ed9ng h\u00f3a<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/swoer.vn\/ja\/toi-uu-hoa-quy-trinh-lap-rap\/#1_Tu_dong_hoa_cap_phoi_chinh_xac\" >1. T\u1ef1 \u0111\u1ed9ng h\u00f3a c\u1ea5p ph\u00f4i ch\u00ednh x\u00e1c:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/swoer.vn\/ja\/toi-uu-hoa-quy-trinh-lap-rap\/#2_Ung_dung_Robot_cong_tac_va_Robot_gap_chinh_xac\" >2. \u1ee8ng d\u1ee5ng Robot c\u1ed9ng t\u00e1c v\u00e0 Robot g\u1eafp ch\u00ednh x\u00e1c:<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/swoer.vn\/ja\/toi-uu-hoa-quy-trinh-lap-rap\/#3_So_hoa_va_giam_sat_du_lieu\" >3. S\u1ed1 h\u00f3a v\u00e0 gi\u00e1m s\u00e1t d\u1eef li\u1ec7u:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/swoer.vn\/ja\/toi-uu-hoa-quy-trinh-lap-rap\/#Ket_luan\" >\u7d50\u8ad6\u3059\u308b\uff1a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/swoer.vn\/ja\/toi-uu-hoa-quy-trinh-lap-rap\/#Lien_he_voi_chung_toi\" >\u304a\u554f\u3044\u5408\u308f\u305b<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Toi_uu_hoa_thong_qua_thiet_ke_san_pham\"><\/span><span style=\"font-weight: 400;\">T\u1ed1i \u01b0u h\u00f3a th\u00f4ng qua thi\u1ebft k\u1ebf s\u1ea3n ph\u1ea9m<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">T\u1ed1i \u01b0u h\u00f3a b\u1eaft \u0111\u1ea7u t\u1eeb b\u00e0n v\u1ebd. \u0110\u1eebng ch\u1edd \u0111\u1ebfn khi s\u1ea3n xu\u1ea5t m\u1edbi s\u1eeda l\u1ed7i.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Thiet_ke_cho_lap_rap\"><\/span><span style=\"font-weight: 400;\">1. Thi\u1ebft k\u1ebf cho l\u1eafp r\u00e1p:<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Nguy\u00ean t\u1eafc c\u1ed1t l\u00f5i:<\/b><span style=\"font-weight: 400;\"> Gi\u1ea3m s\u1ed1 l\u01b0\u1ee3ng chi ti\u1ebft. \u0110\u01a1n gi\u1ea3n h\u00f3a c\u00e1c b\u01b0\u1edbc l\u1eafp r\u00e1p.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5229\u70b9\uff1a<\/b><span style=\"font-weight: 400;\"> \u00cdt chi ti\u1ebft h\u01a1n, \u00edt c\u00f4ng \u0111o\u1ea1n h\u01a1n. \u0110i\u1ec1u n\u00e0y gi\u1ea3m l\u1ed7i nh\u00e2n c\u00f4ng. N\u00f3 c\u0169ng gi\u1ea3m chi ph\u00ed t\u1ed3n kho v\u1eadt li\u1ec7u.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"2_Tieu_chuan_hoa_chi_tiet\"><\/span><span style=\"font-weight: 400;\">2. Ti\u00eau chu\u1ea9n h\u00f3a chi ti\u1ebft:<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">S\u1eed d\u1ee5ng c\u00f9ng m\u1ed9t lo\u1ea1i v\u00edt. D\u00f9ng c\u00f9ng m\u1ed9t module cho nhi\u1ec1u m\u1eabu s\u1ea3n ph\u1ea9m.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>K\u1ebft qu\u1ea3:<\/b><span style=\"font-weight: 400;\"> Gi\u1ea3m s\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a h\u1ec7 th\u1ed1ng c\u1ea5p ph\u00f4i. \u0110\u00e0o t\u1ea1o nh\u00e2n vi\u00ean d\u1ec5 d\u00e0ng h\u01a1n.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"3_Cai_thien_kha_nang_gap_va_dinh_vi\"><\/span><span style=\"font-weight: 400;\">3. C\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng g\u1eafp v\u00e0 \u0111\u1ecbnh v\u1ecb:<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Thi\u1ebft k\u1ebf chi ti\u1ebft c\u00f3 c\u00e1c r\u00e3nh. Ho\u1eb7c c\u00f3 c\u1ea1nh d\u1eabn h\u01b0\u1edbng r\u00f5 r\u00e0ng.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>M\u1ee5c ti\u00eau:<\/b><span style=\"font-weight: 400;\"> \u0110\u1ea3m b\u1ea3o chi ti\u1ebft ch\u1ec9 c\u00f3 th\u1ec3 l\u1eafp \u0111\u00fang. Lo\u1ea1i b\u1ecf l\u1ed7i sai chi\u1ec1u ngay t\u1eeb kh\u00e2u thi\u1ebft k\u1ebf.<\/span><\/li>\n<\/ul>\n<figure id=\"attachment_5702\" aria-describedby=\"caption-attachment-5702\" style=\"width: 1366px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-5702 size-full\" src=\"https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-thiet-ke-san-pham.png\" alt=\"T\u1ed1i \u01b0u h\u00f3a th\u00f4ng qua thi\u1ebft k\u1ebf s\u1ea3n ph\u1ea9m\" width=\"1366\" height=\"768\" title=\"\" srcset=\"https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-thiet-ke-san-pham.png 1366w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-thiet-ke-san-pham-300x169.png 300w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-thiet-ke-san-pham-1024x576.png 1024w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-thiet-ke-san-pham-768x432.png 768w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-thiet-ke-san-pham-18x10.png 18w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-thiet-ke-san-pham-600x337.png 600w\" sizes=\"auto, (max-width: 1366px) 100vw, 1366px\" \/><figcaption id=\"caption-attachment-5702\" class=\"wp-caption-text\">T\u1ed1i \u01b0u h\u00f3a th\u00f4ng qua thi\u1ebft k\u1ebf s\u1ea3n ph\u1ea9m<\/figcaption><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"Toi_uu_hoa_thong_qua_dong_chay_va_bo_tri\"><\/span><span style=\"font-weight: 400;\">T\u1ed1i \u01b0u h\u00f3a th\u00f4ng qua d\u00f2ng ch\u1ea3y v\u00e0 b\u1ed1 tr\u00ed<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u00c1p d\u1ee5ng tri\u1ec7t \u0111\u1ec3 nguy\u00ean t\u1eafc s\u1ea3n xu\u1ea5t tinh g\u1ecdn.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Can_bang_day_chuyen\"><\/span><span style=\"font-weight: 400;\">1. C\u00e2n b\u1eb1ng d\u00e2y chuy\u1ec1n:<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Th\u1eddi gian chu k\u1ef3 c\u1ee7a m\u1ed7i tr\u1ea1m ph\u1ea3i nh\u01b0 nhau. Ph\u1ea3i b\u1eb1ng nhau.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>\u5229\u70b9\uff1a<\/b><span style=\"font-weight: 400;\"> Lo\u1ea1i b\u1ecf t\u1eafc ngh\u1ebdn. Kh\u00f4ng c\u00f2n l\u00e3ng ph\u00ed th\u1eddi gian ch\u1edd.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"2_Bo_tri_dong_chay_hinh_chu_U\"><\/span><span style=\"font-weight: 400;\">2. B\u1ed1 tr\u00ed d\u00f2ng ch\u1ea3y h\u00ecnh ch\u1eef U:<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">B\u1ed1 tr\u00ed c\u00e1c tr\u1ea1m l\u00e0m vi\u1ec7c g\u1ea7n nhau. T\u1ea1o th\u00e0nh h\u00ecnh ch\u1eef U.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Hi\u1ec7u qu\u1ea3:<\/b><span style=\"font-weight: 400;\"> Gi\u1ea3m qu\u00e3ng \u0111\u01b0\u1eddng di chuy\u1ec3n v\u1eadt li\u1ec7u. T\u0103ng kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t tr\u1ef1c quan.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"3_He_thong_cung_cap_vat_lieu_Just-in-Time\"><\/span><span style=\"font-weight: 400;\">3. H\u1ec7 th\u1ed1ng cung c\u1ea5p v\u1eadt li\u1ec7u Just-in-Time:<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Ch\u1ec9 cung c\u1ea5p ch\u00ednh x\u00e1c s\u1ed1 l\u01b0\u1ee3ng chi ti\u1ebft c\u1ea7n. C\u1ea5p \u0111\u00fang l\u00fac c\u1ea7n.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Th\u00e0nh qu\u1ea3:<\/b><span style=\"font-weight: 400;\"> Gi\u1ea3m l\u00e3ng ph\u00ed t\u1ed3n kho. Gi\u1ea3m l\u00e3ng ph\u00ed di chuy\u1ec3n v\u1eadt li\u1ec7u th\u1eeba.<\/span><\/li>\n<\/ul>\n<figure id=\"attachment_5703\" aria-describedby=\"caption-attachment-5703\" style=\"width: 1366px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-5703 size-full\" src=\"https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-dong-chay-va-bo-tri.png\" alt=\"T\u1ed1i \u01b0u h\u00f3a th\u00f4ng qua d\u00f2ng ch\u1ea3y v\u00e0 b\u1ed1 tr\u00ed\" width=\"1366\" height=\"768\" title=\"\" srcset=\"https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-dong-chay-va-bo-tri.png 1366w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-dong-chay-va-bo-tri-300x169.png 300w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-dong-chay-va-bo-tri-1024x576.png 1024w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-dong-chay-va-bo-tri-768x432.png 768w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-dong-chay-va-bo-tri-18x10.png 18w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-dong-chay-va-bo-tri-600x337.png 600w\" sizes=\"auto, (max-width: 1366px) 100vw, 1366px\" \/><figcaption id=\"caption-attachment-5703\" class=\"wp-caption-text\">T\u1ed1i \u01b0u h\u00f3a th\u00f4ng qua d\u00f2ng ch\u1ea3y v\u00e0 b\u1ed1 tr\u00ed<\/figcaption><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"Toi_uu_hoa_thong_qua_tu_dong_hoa\"><\/span><span style=\"font-weight: 400;\">T\u1ed1i \u01b0u h\u00f3a th\u00f4ng qua t\u1ef1 \u0111\u1ed9ng h\u00f3a<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u0110\u1ea7u t\u01b0 c\u00f4ng ngh\u1ec7 l\u00e0 b\u01b0\u1edbc \u0111\u1ec7m cu\u1ed1i c\u00f9ng. C\u00f4ng ngh\u1ec7 gi\u1ea3i quy\u1ebft nh\u1eefng c\u00f4ng vi\u1ec7c l\u1eb7p l\u1ea1i.<\/span><\/p>\n<h3><span class=\"ez-toc-section\" id=\"1_Tu_dong_hoa_cap_phoi_chinh_xac\"><\/span><span style=\"font-weight: 400;\">1. T\u1ef1 \u0111\u1ed9ng h\u00f3a c\u1ea5p ph\u00f4i ch\u00ednh x\u00e1c:<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Thay th\u1ebf c\u1ea5p li\u1ec7u th\u1ee7 c\u00f4ng. S\u1eed d\u1ee5ng <\/span><b>\u81ea\u52d5\u7d66\u990c\u30b7\u30b9\u30c6\u30e0<\/b><span style=\"font-weight: 400;\">.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>K\u1ebft qu\u1ea3:<\/b><span style=\"font-weight: 400;\"> Gi\u1ea3i quy\u1ebft tri\u1ec7t \u0111\u1ec3 v\u1ea5n \u0111\u1ec1 chi ti\u1ebft ph\u1ee9c t\u1ea1p. Gi\u1ea3m l\u1ed7i c\u1ea5p li\u1ec7u th\u1ee7 c\u00f4ng.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"2_Ung_dung_Robot_cong_tac_va_Robot_gap_chinh_xac\"><\/span><span style=\"font-weight: 400;\">2. \u1ee8ng d\u1ee5ng Robot c\u1ed9ng t\u00e1c v\u00e0 Robot g\u1eafp ch\u00ednh x\u00e1c:<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Cobots:<\/b><span style=\"font-weight: 400;\"> H\u1ed7 tr\u1ee3 nh\u00e2n c\u00f4ng l\u1eafp r\u00e1p. Th\u1ef1c hi\u1ec7n c\u00f4ng vi\u1ec7c l\u1eb7p \u0111i l\u1eb7p l\u1ea1i ho\u1eb7c n\u1eb7ng nh\u1ecdc.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Robot Vision:<\/b><span style=\"font-weight: 400;\"> \u0110\u1ea3m nh\u1eadn c\u00e1c c\u00f4ng \u0111o\u1ea1n si\u00eau ch\u00ednh x\u00e1c. Th\u01b0\u1eddng l\u00e0 y\u00eau c\u1ea7u \u0111\u1ed9 ch\u00ednh x\u00e1c micromet.<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"3_So_hoa_va_giam_sat_du_lieu\"><\/span><span style=\"font-weight: 400;\">3. S\u1ed1 h\u00f3a v\u00e0 gi\u00e1m s\u00e1t d\u1eef li\u1ec7u:<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">L\u1eafp \u0111\u1eb7t c\u1ea3m bi\u1ebfn IoT. Thu th\u1eadp d\u1eef li\u1ec7u l\u1eafp r\u00e1p th\u1eddi gian th\u1ef1c.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>M\u1ee5c ti\u00eau:<\/b><span style=\"font-weight: 400;\"> Ph\u00e1t hi\u1ec7n s\u1edbm t\u1eafc ngh\u1ebdn. Theo d\u00f5i hi\u1ec7u su\u1ea5t OEE li\u00ean t\u1ee5c. Cho ph\u00e9p ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.<\/span><\/li>\n<\/ul>\n<figure id=\"attachment_5704\" aria-describedby=\"caption-attachment-5704\" style=\"width: 1366px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-5704 size-full\" src=\"https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-tu-dong-hoa.png\" alt=\"T\u1ed1i \u01b0u h\u00f3a th\u00f4ng qua t\u1ef1 \u0111\u1ed9ng h\u00f3a\" width=\"1366\" height=\"768\" title=\"\" srcset=\"https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-tu-dong-hoa.png 1366w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-tu-dong-hoa-300x169.png 300w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-tu-dong-hoa-1024x576.png 1024w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-tu-dong-hoa-768x432.png 768w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-tu-dong-hoa-18x10.png 18w, https:\/\/swoer.vn\/wp-content\/uploads\/2025\/11\/Toi-uu-hoa-thong-qua-tu-dong-hoa-600x337.png 600w\" sizes=\"auto, (max-width: 1366px) 100vw, 1366px\" \/><figcaption id=\"caption-attachment-5704\" class=\"wp-caption-text\">T\u1ed1i \u01b0u h\u00f3a th\u00f4ng qua t\u1ef1 \u0111\u1ed9ng h\u00f3a<\/figcaption><\/figure>\n<h2><span class=\"ez-toc-section\" id=\"Ket_luan\"><\/span><span style=\"font-weight: 400;\">\u7d50\u8ad6\u3059\u308b\uff1a<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">T\u1ed1i \u01b0u h\u00f3a kh\u00f4ng ph\u1ea3i l\u00e0 l\u1ef1a ch\u1ecdn. \u0110\u00f3 l\u00e0 y\u00eau c\u1ea7u b\u1eaft bu\u1ed9c \u0111\u1ec3 t\u1ed3n t\u1ea1i. Quy tr\u00ecnh l\u1eafp r\u00e1p t\u1ed1i \u01b0u l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p: Thi\u1ebft k\u1ebf th\u00f4ng minh, t\u01b0 duy Lean, v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u00fang ch\u1ed7.<\/span><\/p>\n<p><b>Quy tr\u00ecnh l\u1eafp r\u00e1p c\u1ee7a b\u1ea1n \u0111ang g\u1eb7p l\u00e3ng ph\u00ed \u1edf kh\u00e2u c\u1ea5p li\u1ec7u hay l\u1eafp r\u00e1p th\u1ee7 c\u00f4ng?<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\ud83d\udc49 <\/span><b>LI\u00caN H\u1ec6 <a href=\"https:\/\/swoer.vn\/ja\/contact\/\">\u8a93\u3046<\/a> NGAY H\u00d4M NAY!<\/b><span style=\"font-weight: 400;\"> Nh\u1eadn <\/span><b>Ph\u00e2n t\u00edch S\u01a1 \u0111\u1ed3 d\u00f2ng ch\u1ea3y mi\u1ec5n ph\u00ed<\/b><span style=\"font-weight: 400;\">. Ch\u00fang t\u00f4i t\u01b0 v\u1ea5n gi\u1ea3i ph\u00e1p t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u1ea5p ph\u00f4i chuy\u00ean bi\u1ec7t. Lo\u1ea1i b\u1ecf l\u00e3ng ph\u00ed, t\u0103ng OEE cho nh\u00e0 m\u00e1y c\u1ee7a b\u1ea1n.<\/span><\/p>\n<p><b>\t<div id=\"gap-198172605\" class=\"gap-element clearfix\" style=\"display:block; height:auto;\">\n\t\t\n<style>\n#gap-198172605 {\n  padding-top: 30px;\n}\n<\/style>\n\t<\/div>\n\t<\/b><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Lien_he_voi_chung_toi\"><\/span><b>\u304a\u554f\u3044\u5408\u308f\u305b<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>\u6750\u6599\u306e\u30b5\u30a4\u30ba\u3068\u5fc5\u8981\u306a\u901f\u5ea6\u3092\u304a\u77e5\u3089\u305b\u304f\u3060\u3055\u3044\u3002<\/b><\/p>\n<p><b>\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f280-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"280\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/ja\/wp-json\/wp\/v2\/posts\/5700#wpcf7-f280-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\" data-trp-original-action=\"\/ja\/wp-json\/wp\/v2\/posts\/5700#wpcf7-f280-o1\">\n<div style=\"display: none;\">\n<input type=\"hidden\" name=\"_wpcf7\" value=\"280\" \/>\n<input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.0.6\" \/>\n<input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/>\n<input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f280-o1\" \/>\n<input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/>\n<input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<\/div>\n<div class='custom_contact_style'>\n\t<div class=\"row row-small\">\n\t\t<div class=\"col medium-6 small-12 large-6\">\n\t\t\t<div class=\"col-inner\">\n\t\t\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"\u540d\u524d*\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span>\n\t\t\t\t<\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<div class=\"col medium-6 small-12 large-6\">\n\t\t\t<div class=\"col-inner\">\n\t\t\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"\u30e1\u30fc\u30eb\u30a2\u30c9\u30ec\u30b9*\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span>\n\t\t\t\t<\/p>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n\t<div class='cus_contact_form_bottom'>\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-phone\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" placeholder=\"\u96fb\u8a71\" value=\"\" type=\"text\" name=\"your-phone\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<div class='cus_contact_form_bottom'>\n\t\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-country\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text\" aria-invalid=\"false\" placeholder=\"\u56fd\" value=\"\" type=\"text\" name=\"your-country\" \/><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<p><span class=\"wpcf7-form-control-wrap\" data-name=\"your-message\"><textarea cols=\"40\" rows=\"10\" maxlength=\"2000\" class=\"wpcf7-form-control wpcf7-textarea wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"\u3042\u306a\u305f\u306e\u30e1\u30c3\u30bb\u30fc\u30b8 *\" name=\"your-message\"><\/textarea><\/span>\n\t<\/p>\n\t<div style=\"margin-bottom:10px;\">\n\t\t<p><span class=\"wpcf7-form-control-wrap kc_captcha cf7ic-toggle\" data-name=\"kc_captcha\"><span class=\"wpcf7-form-control wpcf7-radio\"><span class=\"captcha-image\" style=\"display: none;\"><span class=\"cf7ic_instructions\">Please prove you are human by selecting the<span> cup<\/span>.<\/span><label><input aria-label=\"1\" type=\"radio\" name=\"kc_captcha\" value=\"kc_human\" \/><svg width=\"50\" height=\"50\" aria-hidden=\"true\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 640 512\"><path fill=\"currentColor\" d=\"M192 384h192c53 0 96-43 96-96h32a128 128 0 000-256H120c-13 0-24 11-24 24v232c0 53 43 96 96 96zM512 96a64 64 0 010 128h-32V96h32zm48 384H48c-47 0-61-64-36-64h584c25 0 11 64-36 64z\"\/><\/svg><\/label><label><input aria-label=\"2\" type=\"radio\" name=\"kc_captcha\" value=\"bot\" \/><svg width=\"50\" height=\"50\" aria-hidden=\"true\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 512 512\"><path fill=\"currentColor\" d=\"M350 99c-54 0-98-35-166-35-25 0-47 4-68 12a56 56 0 004-24C118 24 95 1 66 0a56 56 0 00-34 102v386c0 13 11 24 24 24h16c13 0 24-11 24-24v-94c28-12 64-23 114-23 54 0 98 35 166 35 48 0 86-16 122-41 9-6 14-15 14-26V96c0-23-24-39-45-29-35 16-77 32-117 32z\"\/><\/svg><\/label><label><input aria-label=\"3\" type=\"radio\" name=\"kc_captcha\" value=\"bot\" \/><svg width=\"50\" height=\"50\" aria-hidden=\"true\" role=\"img\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewbox=\"0 0 576 512\"><path fill=\"currentColor\" d=\"M472 200H360L256 6a12 12 0 00-10-6h-58c-8 0-14 7-12 15l34 185H100l-35-58a12 12 0 00-10-6H12c-8 0-13 7-12 14l21 106L0 362c-1 7 4 14 12 14h43c4 0 8-2 10-6l35-58h110l-34 185c-2 8 4 15 12 15h58a12 12 0 0010-6l104-194h112c57 0 104-25 104-56s-47-56-104-56z\"\/><\/svg><\/label>\r\n    <\/span>\r\n    <span style=\"display:none\">\r\n        <input type=\"text\" name=\"kc_honeypot\">\r\n    <\/span><\/span><\/span>\n\t\t<\/p>\n\t<\/div>\n\t<p><input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"\u30e1\u30c3\u30bb\u30fc\u30b8\u3092\u9001\u4fe1\" \/>\n\t<\/p>\n<\/div><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<input type=\"hidden\" name=\"trp-form-language\" value=\"ja\"\/><\/form>\n<\/div>\n<\/b><\/p>","protected":false},"excerpt":{"rendered":"<p>Chi ph\u00ed s\u1ea3n xu\u1ea5t l\u00e0 cu\u1ed9c chi\u1ebfn. L\u1eafp r\u00e1p th\u01b0\u1eddng l\u00e0 n\u01a1i ph\u00e1t sinh l\u00e3ng ph\u00ed l\u1edbn nh\u1ea5t. T\u1ed1i \u01b0u h\u00f3a kh\u00f4ng ch\u1ec9 l\u00e0 t\u0103ng t\u1ed1c \u0111\u1ed9. M\u1ee5c ti\u00eau ch\u00ednh l\u00e0 gi\u1ea3m thi\u1ec3u 7 lo\u1ea1i l\u00e3ng ph\u00ed (7 Wastes) trong s\u1ea3n xu\u1ea5t. T\u1eeb \u0111\u00f3, t\u0103ng hi\u1ec7u su\u1ea5t t\u1ed5ng th\u1ec3 thi\u1ebft b\u1ecb (OEE). Quy tr\u00ecnh l\u1eafp r\u00e1p c\u1ea7n \u0111\u01b0\u1ee3c \u0111\u00e1nh gi\u00e1 l\u1ea1i. Ch\u00fang ta c\u1ea7n k\u1ebft h\u1ee3p gi\u1eefa t\u01b0 duy tinh g\u1ecdn (Lean) v\u00e0 c\u00f4ng ngh\u1ec7 4.0. B\u00e0i vi\u1ebft n\u00e0y SWOER ch\u1ec9 ra 3 tr\u1ee5 c\u1ed9t chi\u1ebfn l\u01b0\u1ee3c. \u00c1p d\u1ee5ng ch\u00fang \u0111\u1ec3 \u0111\u01b0a nh\u00e0 m\u00e1y c\u1ee7a b\u1ea1n l\u00ean c\u1ea5p \u0111\u1ed9 c\u1ea1nh tranh m\u1edbi. 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