{"id":9905,"date":"2026-02-02T01:24:46","date_gmt":"2026-02-02T01:24:46","guid":{"rendered":"https:\/\/www.omch.com\/?p=9905"},"modified":"2026-02-02T01:24:48","modified_gmt":"2026-02-02T01:24:48","slug":"what-is-smart-manufacturing","status":"publish","type":"post","link":"https:\/\/www.omch.com\/vi\/what-is-smart-manufacturing\/","title":{"rendered":"S\u1ea3n xu\u1ea5t th\u00f4ng minh l\u00e0 g\u00ec? H\u01b0\u1edbng d\u1eabn v\u1ec1 c\u00e1c nh\u00e0 m\u00e1y s\u1eb5n s\u00e0ng cho t\u01b0\u01a1ng lai"},"content":{"rendered":"

B\u1ee9c tranh c\u00f4ng nghi\u1ec7p to\u00e0n c\u1ea7u hi\u1ec7n \u0111ang tr\u1ea3i qua m\u1ed9t giai \u0111o\u1ea1n chuy\u1ec3n \u0111\u1ed5i mang t\u00ednh b\u01b0\u1edbc ngo\u1eb7t. N\u1ebfu th\u1eadp k\u1ef7 v\u1eeba qua \u0111\u01b0\u1ee3c \u0111\u1eb7c tr\u01b0ng b\u1edfi s\u1ef1 k\u1ebft n\u1ed1i c\u00f2n s\u01a1 khai c\u1ee7a C\u00e1ch m\u1ea1ng C\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 t\u01b0, th\u00ec n\u0103m 2026 s\u1ebd l\u00e0 n\u0103m ch\u00fang ta ch\u1ee9ng ki\u1ebfn s\u1ef1 tr\u01b0\u1edfng th\u00e0nh c\u1ee7a s\u1ea3n xu\u1ea5t th\u00f4ng minh<\/strong> b\u01b0\u1edbc sang giai \u0111o\u1ea1n ti\u1ebfp theo: C\u00f4ng nghi\u1ec7p 5.0. Kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t thu\u1eadt ng\u1eef th\u1eddi th\u01b0\u1ee3ng ch\u1ec9 d\u00e0nh ri\u00eang cho c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 kh\u1ed5ng l\u1ed3, nh\u1eefng c\u00f4ng ngh\u1ec7 th\u00f4ng minh n\u00e0y \u0111\u00e3 tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n c\u01a1 b\u1ea3n \u0111\u1ec3 t\u1ed3n t\u1ea1i trong ng\u00e0nh s\u1ea3n xu\u1ea5t, v\u1ed1n \u0111ang ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi s\u1ef1 bi\u1ebfn \u0111\u1ed9ng c\u1ee7a chu\u1ed7i cung \u1ee9ng, t\u00ecnh tr\u1ea1ng thi\u1ebfu h\u1ee5t lao \u0111\u1ed9ng v\u00e0 c\u00e1c y\u00eau c\u1ea7u kh\u1eaft khe v\u1ec1 t\u00ednh b\u1ec1n v\u1eefng.<\/p>\n\n\n\n

S\u1ea3n xu\u1ea5t th\u00f4ng minh kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 vi\u1ec7c thay th\u1ebf lao \u0111\u1ed9ng con ng\u01b0\u1eddi b\u1eb1ng robot; \u0111\u1ec3 \u0111\u01b0a ra m\u1ed9t gi\u1ea3i ph\u00e1p to\u00e0n di\u1ec7n \u0111\u1ecbnh ngh\u0129a v\u1ec1 s\u1ea3n xu\u1ea5t th\u00f4ng minh<\/strong>, \u0111\u00f3 l\u00e0 s\u1ef1 n\u1ed7 l\u1ef1c ph\u1ed1i h\u1ee3p c\u1ee7a C\u00f4ng ngh\u1ec7 th\u00f4ng tin (CNTT)<\/strong> v\u00e0 C\u00f4ng ngh\u1ec7 v\u1eadn h\u00e0nh (OT)<\/strong>. \u0110\u00f3 l\u00e0 m\u1ed9t tri\u1ebft l\u00fd trong \u0111\u00f3 t\u1ea5t c\u1ea3 c\u00e1c c\u1ea3m bi\u1ebfn, \u0111\u1ed9ng c\u01a1 v\u00e0 d\u00e2y chuy\u1ec1n l\u1eafp r\u00e1p \u0111\u1ec1u t\u01b0\u01a1ng t\u00e1c v\u1edbi nhau m\u1ed9t c\u00e1ch tr\u00f4i ch\u1ea3y th\u00f4ng qua h\u1ec7 th\u1ed1ng s\u1ed1, \u0111\u1ebfn m\u1ee9c c\u00e1c h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t c\u00f3 kh\u1ea3 n\u0103ng suy lu\u1eadn, d\u1ef1 \u0111o\u00e1n v\u00e0 th\u00edch \u1ee9ng theo th\u1eddi gian th\u1ef1c.<\/p>\n\n\n\n

\u0110\u1ecbnh ngh\u0129a v\u1ec1 s\u1ea3n xu\u1ea5t th\u00f4ng minh trong k\u1ef7 nguy\u00ean C\u00f4ng nghi\u1ec7p 5.0<\/h2>\n\n\n\n

Ch\u00fang ta ph\u1ea3i ch\u1ea5p nh\u1eadn s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a m\u00f4 h\u00ecnh c\u00f4ng nghi\u1ec7p \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c v\u1ecb th\u1ebf hi\u1ec7n t\u1ea1i. Kh\u00e1c v\u1edbi nh\u1eefng giai \u0111o\u1ea1n \u0111\u1ea7u c\u1ee7a cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 t\u01b0, v\u1ed1n t\u1eadp trung ch\u1ee7 y\u1ebfu v\u00e0o l\u0129nh v\u1ef1c c\u00f4ng nghi\u1ec7p Internet of Things<\/strong> (Internet of Things)<\/strong> v\u00e0 giao ti\u1ebfp gi\u1eefa c\u00e1c thi\u1ebft b\u1ecb v\u1edbi nhau nh\u1eb1m n\u00e2ng cao hi\u1ec7u qu\u1ea3, C\u00f4ng nghi\u1ec7p 5.0<\/strong> \u0111\u01b0a ra m\u1ed9t s\u1ef1 \u0111i\u1ec1u ch\u1ec9nh l\u1ea1i tri\u1ec7t \u0111\u1ec3. \u0110i\u1ec1u n\u00e0y \u0111\u01b0a y\u1ebfu t\u1ed1 con ng\u01b0\u1eddi tr\u1edf l\u1ea1i v\u1ecb tr\u00ed trung t\u00e2m trong h\u1ec7 sinh th\u00e1i t\u1ef1 \u0111\u1ed9ng h\u00f3a.<\/p>\n\n\n\n

M\u1ed9t b\u1ea3n t\u1ed5ng quan h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t th\u00f4ng minh<\/strong> Trong th\u1eddi \u0111\u1ea1i n\u00e0y, kh\u00e1i ni\u1ec7m n\u00e0y \u0111\u01b0\u1ee3c \u0111\u1ecbnh ngh\u0129a l\u00e0 m\u1ed9t ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn s\u1ea3n xu\u1ea5t c\u00f3 m\u1ee9c \u0111\u1ed9 t\u00edch h\u1ee3p cao, d\u1ef1a tr\u00ean d\u1eef li\u1ec7u, t\u1eadn d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a to\u00e0n b\u1ed9 chu\u1ed7i gi\u00e1 tr\u1ecb s\u1ea3n xu\u1ea5t. C\u00e1c c\u00f4ng ngh\u1ec7 s\u1ed1 n\u00e0y c\u00f3 c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m n\u1ed5i b\u1eadt l\u00e0 kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c, \u1ea3o h\u00f3a v\u00e0 phi t\u1eadp trung.<\/p>\n\n\n\n

    \n
  • Kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c:<\/strong> Kh\u1ea3 n\u0103ng c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 s\u1ea3n xu\u1ea5t th\u00f4ng minh kh\u00e1c nhau trong vi\u1ec7c trao \u0111\u1ed5i v\u00e0 gi\u1ea3i th\u00edch d\u1eef li\u1ec7u t\u1eeb ph\u00f2ng h\u1ecdp \u0111\u1ebfn x\u01b0\u1edfng s\u1ea3n xu\u1ea5t.<\/li>\n\n\n\n
  • \u1ea2o h\u00f3a<\/strong>:<\/strong> T\u1ea1o ra c\u00e1c b\u1ea3n sao k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0 s\u1eed d\u1ee5ng th\u1ef1c t\u1ebf \u1ea3o \u0111\u1ec3 m\u00f4 ph\u1ecfng c\u00e1c qu\u00e1 tr\u00ecnh v\u1eadt l\u00fd nh\u1eb1m d\u1ef1 \u0111o\u00e1n k\u1ebft qu\u1ea3 tr\u01b0\u1edbc khi ch\u00fang x\u1ea3y ra.<\/li>\n<\/ul>\n\n\n\n
    \"S\u1ea3n<\/figure>\n\n\n\n
      \n
    • Ph\u00e2n quy\u1ec1n:<\/strong> T\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho c\u00e1c b\u1ed9 ph\u1eadn v\u00e0 m\u00e1y m\u00f3c ri\u00eang l\u1ebb c\u00f3 th\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh t\u1ef1 ch\u1ee7 d\u1ef1a tr\u00ean d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t t\u1ea1i ch\u1ed7.<\/li>\n\n\n\n
    • Th\u1eddi gian th\u1ef1c<\/strong> Kh\u1ea3 n\u0103ng:<\/strong> H\u1ea1 t\u1ea7ng cho ph\u00e9p thu th\u1eadp v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng c\u00f3 \u0111\u1ed9 tr\u1ec5, \u0111\u1ea3m b\u1ea3o quy tr\u00ecnh s\u1ea3n xu\u1ea5t di\u1ec5n ra li\u1ec1n m\u1ea1ch.<\/li>\n<\/ul>\n\n\n\n

      V\u00e0o n\u0103m 2026, m\u1ed9t nh\u00e0 m\u00e1y \u0111\u01b0\u1ee3c coi l\u00e0 \u201cth\u00f4ng minh\u201d kh\u00f4ng ph\u1ea3i v\u00ec n\u00f3 s\u1edf h\u1eefu nh\u1eefng con robot \u0111\u1eaft ti\u1ec1n nh\u1ea5t, m\u00e0 b\u1edfi v\u00ec n\u00f3 s\u1edf h\u1eefu s\u1ef1 linh ho\u1ea1t<\/strong> \u0111i\u1ec1u ch\u1ec9nh chi\u1ebfn l\u01b0\u1ee3c ch\u1ec9 trong v\u00e0i ph\u00fat \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau v\u1ec1 s\u1ef1 h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng \u0111\u1ed3ng th\u1eddi duy tr\u00ec m\u1ee9c ph\u00e1t th\u1ea3i carbon \u1edf m\u1ee9c t\u1ed1i thi\u1ec3u.<\/p>\n\n\n\n

      Ki\u1ebfn tr\u00fac k\u1ef9 thu\u1eadt: K\u1ebft n\u1ed1i th\u1ebf gi\u1edbi v\u1eadt l\u00fd v\u00e0 th\u1ebf gi\u1edbi s\u1ed1<\/h2>\n\n\n\n

      \u201cPh\u00e9p m\u00e0u\u201d c\u1ee7a s\u1ea3n xu\u1ea5t th\u00f4ng minh \u0111\u01b0\u1ee3c t\u1ea1o ra th\u00f4ng qua m\u1ed9t ki\u1ebfn tr\u00fac k\u1ef9 thu\u1eadt nhi\u1ec1u t\u1ea7ng, gi\u00fap thu h\u1eb9p kho\u1ea3ng c\u00e1ch gi\u1eefa th\u1ef1c t\u1ebf v\u1eadt l\u00fd c\u1ee7a ph\u1ea7n c\u1ee9ng v\u00e0 ti\u1ec1m n\u0103ng k\u1ef9 thu\u1eadt s\u1ed1 c\u1ee7a ph\u1ea7n m\u1ec1m. \u0110i\u1ec1u n\u00e0y th\u01b0\u1eddng \u0111\u01b0\u1ee3c g\u1ecdi l\u00e0 H\u1ec7 th\u1ed1ng v\u1eadt l\u00fd-s\u1ed1 (CPS)<\/strong> ki\u1ebfn tr\u00fac. \u0110\u00f3 l\u00e0 m\u1ed9t m\u1ea1ng l\u01b0\u1edbi ph\u1ee9c t\u1ea1p g\u1ed3m s\u1ea3n xu\u1ea5t th\u00f4ng minh k\u1ebft n\u1ed1i<\/strong> c\u00e1c c\u00f4ng ngh\u1ec7 ho\u1ea1t \u0111\u1ed9ng ph\u1ed1i h\u1ee3p v\u1edbi nhau.<\/p>\n\n\n\n

        \n
      1. L\u1edbp nh\u1eadn th\u1ee9c (H\u1ec7 th\u1ea7n kinh)<\/strong><\/li>\n<\/ol>\n\n\n\n

        M\u1ecdi th\u1ee9 \u0111\u1ec1u b\u1eaft \u0111\u1ea7u t\u1eeb c\u1ea5p \u0111\u1ed9 th\u1ea5p nh\u1ea5t. L\u1edbp nh\u1eadn th\u1ee9c bao g\u1ed3m ph\u1ea7n c\u1ee9ng c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao\u2014c\u1ea3m bi\u1ebfn, b\u1ed9 m\u00e3 h\u00f3a v\u00e0 c\u00f4ng t\u1eafc<\/strong>. C\u00e1c th\u00e0nh ph\u1ea7n n\u00e0y \u0111\u00f3ng vai tr\u00f2 nh\u01b0 \u201c\u0111\u00f4i m\u1eaft v\u00e0 \u0111\u00f4i tai\u201d c\u1ee7a nh\u00e0 m\u00e1y, t\u1ea1o ra d\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn quan tr\u1ecdng. C\u00e1c thi\u1ebft b\u1ecb IoT n\u00e0y thu th\u1eadp d\u1eef li\u1ec7u v\u1eadt l\u00fd th\u00f4: nhi\u1ec7t \u0111\u1ed9, \u00e1p su\u1ea5t, kho\u1ea3ng c\u00e1ch, \u0111\u1ed9 rung v\u00e0 \u00e1nh s\u00e1ng. N\u1ebfu thi\u1ebfu m\u1ed9t l\u1edbp nh\u1eadn th\u1ee9c v\u1eefng ch\u1eafc, to\u00e0n b\u1ed9 nh\u00e0 m\u00e1y th\u00f4ng minh s\u1ebd tr\u1edf n\u00ean \u201cm\u00f9 l\u00f2a\u201d.\u201d<\/p>\n\n\n\n

          \n
        1. L\u1edbp m\u1ea1ng<\/strong> (C\u00e1i <\/strong>Kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i<\/strong> (Backbone)<\/strong><\/li>\n<\/ol>\n\n\n\n

          Sau khi thu th\u1eadp d\u1eef li\u1ec7u, d\u1eef li\u1ec7u \u0111\u00f3 c\u1ea7n \u0111\u01b0\u1ee3c truy\u1ec1n t\u1ea3i. V\u00e0o n\u0103m 2026, c\u00f4ng vi\u1ec7c n\u00e0y s\u1ebd \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd ch\u1ee7 y\u1ebfu th\u00f4ng qua c\u00e1c M\u1ea1ng ri\u00eang 5G v\u00e0 M\u1ea1ng nh\u1ea1y c\u1ea3m v\u1edbi th\u1eddi gian (TSN). C\u00e1c giao th\u1ee9c n\u00e0y \u0111\u1ea3m b\u1ea3o r\u1eb1ng d\u1eef li\u1ec7u quan tr\u1ecdng, ch\u1eb3ng h\u1ea1n nh\u01b0 t\u00edn hi\u1ec7u d\u1eebng kh\u1ea9n c\u1ea5p, \u0111\u01b0\u1ee3c \u01b0u ti\u00ean h\u01a1n so v\u1edbi d\u1eef li\u1ec7u kh\u00f4ng quan tr\u1ecdng, t\u1eeb \u0111\u00f3 \u0111\u1ea3m b\u1ea3o an to\u00e0n cho c\u00e1c ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t. L\u1edbp n\u00e0y h\u1ed7 tr\u1ee3 vi\u1ec7c t\u00edch h\u1ee3p d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft \u0111\u1ec3 t\u1ea1o n\u00ean m\u1ed9t h\u1ec7 th\u1ed1ng th\u1ed1ng nh\u1ea5t.<\/p>\n\n\n\n

            \n
          1. L\u1edbp t\u00edch h\u1ee3p v\u00e0 x\u1eed l\u00fd (Edge v\u00e0 \u0110\u00e1m m\u00e2y)<\/strong><\/li>\n<\/ol>\n\n\n\n

            Kh\u00f4ng ph\u1ea3i m\u1ecdi th\u1ee9 \u0111\u1ec1u n\u00ean \u0111\u01b0\u1ee3c chuy\u1ec3n l\u00ean \u0111\u00e1m m\u00e2y. \u0110i\u1ec7n to\u00e1n bi\u00ean<\/strong> c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c ngay t\u1ea1i x\u01b0\u1edfng s\u1ea3n xu\u1ea5t, gi\u00fap x\u1eed l\u00fd d\u1eef li\u1ec7u nhanh ch\u00f3ng \u0111\u1ec3 c\u00f4ng t\u00e1c b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n c\u00f3 th\u1ec3 ph\u1ea3n \u1ee9ng trong v\u00f2ng v\u00e0i mili gi\u00e2y. C\u00e1c t\u1eadp d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t l\u1ecbch s\u1eed quy m\u00f4 l\u1edbn sau \u0111\u00f3 s\u1ebd \u0111\u01b0\u1ee3c t\u1ea3i l\u00ean m\u00f4i tr\u01b0\u1eddng \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y \u0111\u1ec3 ph\u00e2n t\u00edch b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng h\u1ecdc s\u00e2u v\u00e0 xu h\u01b0\u1edbng d\u00e0i h\u1ea1n.<\/p>\n\n\n\n

              \n
            1. L\u1edbp Tr\u00ed tu\u1ec7 (B\u1ed9 n\u00e3o)<\/strong><\/li>\n<\/ol>\n\n\n\n

              \u1ede t\u1ea7ng cao nh\u1ea5t l\u00e0 h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. T\u1ea7ng n\u00e0y th\u1ef1c hi\u1ec7n c\u00e1c ph\u00e2n t\u00edch d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p \u0111\u1ec3 cung c\u1ea5p nh\u1eefng th\u00f4ng tin chi ti\u1ebft c\u00f3 gi\u00e1 tr\u1ecb th\u1ef1c ti\u1ec5n. H\u1ec7 th\u1ed1ng n\u00e0y s\u1eed d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ph\u00e1p ph\u00e2n t\u00edch ti\u00ean ti\u1ebfn \u0111\u1ec3 gi\u1ea3i th\u00edch d\u1eef li\u1ec7u, t\u1eeb \u0111\u00f3 \u0111\u01b0a ra c\u00e1c gi\u1ea3i ph\u00e1p nh\u01b0 t\u1ed1i \u01b0u h\u00f3a l\u1ecbch tr\u00ecnh ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng ho\u1eb7c ph\u00e1t hi\u1ec7n c\u00e1c khuy\u1ebft t\u1eadt si\u00eau nh\u1ecf tr\u00ean b\u1ea3ng m\u1ea1ch \u0111i\u1ec7n t\u1eed m\u00e0 m\u1eaft ng\u01b0\u1eddi kh\u00f4ng th\u1ec3 nh\u00ecn th\u1ea5y.<\/p>\n\n\n\n

              T\u1ed1i \u0111a h\u00f3a ROI th\u00f4ng qua tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 ho\u1ea1t \u0111\u1ed9ng b\u1ec1n v\u1eefng<\/h2>\n\n\n\n

              L\u00fd do ch\u00ednh \u0111\u1eb1ng sau vi\u1ec7c \u00e1p d\u1ee5ng s\u1ea3n xu\u1ea5t th\u00f4ng minh \u0111\u00e3 kh\u00f4ng c\u00f2n l\u00e0 \u201cs\u1ef1 m\u1edbi m\u1ebb v\u1ec1 c\u00f4ng ngh\u1ec7\u201d, m\u00e0 l\u00e0 \u201cnhu c\u1ea7u kinh t\u1ebf\u201d th\u00f4ng qua vi\u1ec7c \u0111\u1ecbnh ngh\u0129a l\u1ea1i ch\u1ec9 s\u1ed1 L\u1ee3i t\u1ee9c \u0110\u1ea7u t\u01b0 (ROI). V\u00e0o n\u0103m 2026, ROI s\u1ebd kh\u00f4ng c\u00f2n \u0111\u01b0\u1ee3c t\u00ednh to\u00e1n ch\u1ec9 d\u1ef1a tr\u00ean s\u1ed1 \u201cs\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c s\u1ea3n xu\u1ea5t m\u1ed7i gi\u1edd\u201d. Thay v\u00e0o \u0111\u00f3, c\u00e1c doanh nghi\u1ec7p c\u00f3 t\u1ea7m nh\u00ecn xa s\u1ebd \u0111\u00e1nh gi\u00e1 th\u00e0nh c\u00f4ng th\u00f4ng qua Hi\u1ec7u qu\u1ea3 s\u1eed d\u1ee5ng t\u1ed5ng th\u1ec3 c\u00e1c ngu\u1ed3n l\u1ef1c (TRE)<\/strong>\u2014m\u1ed9t ch\u1ec9 s\u1ed1 to\u00e0n di\u1ec7n t\u00ednh \u0111\u1ebfn s\u1ef1 bi\u1ebfn \u0111\u1ed9ng v\u1ec1 n\u0103ng l\u01b0\u1ee3ng, hi\u1ec7u su\u1ea5t nguy\u00ean v\u1eadt li\u1ec7u v\u00e0 vi\u1ec7c gi\u1ea3m thi\u1ec3u chi ph\u00ed gi\u00e1n \u0111o\u1ea1n ho\u1ea1t \u0111\u1ed9ng ti\u1ec1m \u1ea9n.<\/p>\n\n\n\n

              S\u1ef1 chuy\u1ec3n \u0111\u1ed5i sang tr\u00ed tu\u1ec7 d\u1ef1 \u0111o\u00e1n<\/strong><\/p>\n\n\n\n

              X\u00e9t v\u1ec1 m\u1eb7t l\u1ecbch s\u1eed, c\u00e1c nh\u00e0 m\u00e1y truy\u1ec1n th\u1ed1ng th\u01b0\u1eddng \u0111\u01b0\u1ee3c v\u1eadn h\u00e0nh theo m\u00f4 h\u00ecnh \u201cch\u1ea1y \u0111\u1ebfn khi h\u1ecfng\u201d (ph\u1ea3n \u1ee9ng) ho\u1eb7c \u201ctheo l\u1ecbch tr\u00ecnh\u201d (ph\u00f2ng ng\u1eeba). \u0110\u00e2y \u0111\u1ec1u l\u00e0 nh\u1eefng m\u00f4 h\u00ecnh l\u00e3ng ph\u00ed v\u1ec1 b\u1ea3n ch\u1ea5t: m\u00f4 h\u00ecnh th\u1ee9 nh\u1ea5t d\u1eabn \u0111\u1ebfn nh\u1eefng s\u1ef1 c\u1ed1 ng\u1eebng d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t nghi\u00eam tr\u1ecdng, c\u00f2n m\u00f4 h\u00ecnh th\u1ee9 hai th\u01b0\u1eddng d\u1eabn \u0111\u1ebfn vi\u1ec7c thay th\u1ebf c\u00e1c b\u1ed9 ph\u1eadn v\u1eabn ho\u1ea1t \u0111\u1ed9ng ho\u00e0n h\u1ea3o tr\u01b0\u1edbc khi ch\u00fang th\u1ef1c s\u1ef1 b\u1ecb m\u00f2n.<\/p>\n\n\n\n

              S\u1ea3n xu\u1ea5t th\u00f4ng minh thay th\u1ebf nh\u1eefng th\u1ee9 n\u00e0y b\u1eb1ng ph\u00e2n t\u00edch d\u1ef1 b\u00e1o v\u00e0 b\u1ea3o tr\u00ec \u0111\u1ecbnh h\u01b0\u1edbng<\/strong>. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u rung \u0111\u1ed9ng t\u1ea7n s\u1ed1 cao, h\u00ecnh \u1ea3nh nhi\u1ec7t v\u00e0 d\u1eef li\u1ec7u \u00e2m thanh t\u1eeb khu v\u1ef1c s\u1ea3n xu\u1ea5t, c\u00e1c gi\u1ea3i ph\u00e1p s\u1ea3n xu\u1ea5t th\u00f4ng minh hi\u1ec7n c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c \u201cd\u1ea5u hi\u1ec7u vi m\u00f4\u201d c\u1ee7a s\u1ef1 m\u00e0i m\u00f2n t\u1eeb r\u1ea5t l\u00e2u tr\u01b0\u1edbc khi thi\u1ebft b\u1ecb g\u1eb7p s\u1ef1 c\u1ed1. V\u00e0o n\u0103m 2026, chi ph\u00ed do th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng ngo\u00e0i k\u1ebf ho\u1ea1ch trong c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p c\u00f3 r\u1ee7i ro cao nh\u01b0 s\u1ea3n xu\u1ea5t b\u00e1n d\u1eabn ho\u1eb7c l\u1eafp r\u00e1p \u00f4 t\u00f4 c\u00f3 th\u1ec3 v\u01b0\u1ee3t qu\u00e1 $30.000 m\u1ed7i ph\u00fat<\/strong>. C\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y t\u1ea1o ra m\u1ed9t \u201cc\u01a1 h\u1ed9i thu\u1eadn l\u1ee3i\u201d \u0111\u1ec3 l\u00ean l\u1ecbch s\u1eeda ch\u1eefa trong nh\u1eefng giai \u0111o\u1ea1n s\u1ea3n xu\u1ea5t t\u1ea1m ng\u01b0ng t\u1ef1 nhi\u00ean, t\u1eeb \u0111\u00f3 bi\u1ebfn m\u1ed9t t\u00ecnh hu\u1ed1ng kh\u1ee7ng ho\u1ea3ng ti\u1ec1m \u1ea9n th\u00e0nh m\u1ed9t c\u00f4ng vi\u1ec7c b\u1ea3o tr\u00ec \u0111\u1ecbnh k\u1ef3, \u0111\u1ed3ng th\u1eddi gi\u00fap gi\u1ea3m \u0111\u00e1ng k\u1ec3 chi ph\u00ed v\u1eadn h\u00e0nh.<\/p>\n\n\n\n

              \"S\u1ea3n<\/figure>\n\n\n\n

              ESG \u2013 \u0110\u1ed9ng l\u1ef1c t\u00e0i ch\u00ednh<\/strong><\/p>\n\n\n\n

              Ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng kh\u00f4ng c\u00f2n ch\u1ec9 l\u00e0 m\u1ed9t m\u1ee5c v\u1ec1 tr\u00e1ch nhi\u1ec7m x\u00e3 h\u1ed9i c\u1ee7a doanh nghi\u1ec7p (CSR) trong b\u00e1o c\u00e1o t\u00e0i ch\u00ednh, m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t y\u00eau c\u1ea7u t\u00e0i ch\u00ednh thi\u1ebft y\u1ebfu. Y\u1ebfu t\u1ed1 th\u00fac \u0111\u1ea9y ch\u00ednh c\u1ee7a N\u1ec1n kinh t\u1ebf tu\u1ea7n ho\u00e0n<\/strong> M\u1ed9t trong nh\u1eefng xu h\u01b0\u1edbng \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng tr\u00ean quy m\u00f4 l\u1edbn l\u00e0 s\u1ea3n xu\u1ea5t th\u00f4ng minh. \u0110\u1ebfn n\u0103m 2026, c\u00e1c khung ph\u00e1p l\u00fd t\u1ea1i Li\u00ean minh ch\u00e2u \u00c2u (EU) v\u00e0 B\u1eafc M\u1ef9 s\u1ebd y\u00eau c\u1ea7u ph\u1ea3i c\u00f3 \u201cH\u1ed9 chi\u1ebfu s\u1ea3n ph\u1ea9m k\u1ef9 thu\u1eadt s\u1ed1\u201d chi ti\u1ebft, v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh s\u1ebd cung c\u1ea5p c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nh\u1eefng y\u00eau c\u1ea7u n\u00e0y:<\/p>\n\n\n\n

                \n
              • N\u0103ng l\u01b0\u1ee3ng \u0111\u1ed9ng <\/strong>T\u1ed1i \u01b0u h\u00f3a<\/strong>:<\/strong> Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o kh\u00f4ng ch\u1ec9 theo d\u00f5i m\u1ee9c ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng m\u00e0 c\u00f2n d\u1ef1 b\u00e1o n\u00f3. B\u1eb1ng c\u00e1ch \u0111\u1ed3ng b\u1ed9 h\u00f3a c\u00e1c thi\u1ebft b\u1ecb ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u0103ng l\u1edbn \u2014 nh\u01b0 l\u00f2 c\u00f4ng nghi\u1ec7p hay m\u00e1y b\u01a1m \u00e1p su\u1ea5t cao \u2014 v\u1edbi gi\u00e1 \u0111i\u1ec7n theo th\u1eddi gian th\u1ef1c, c\u00e1c nh\u00e0 m\u00e1y c\u00f3 th\u1ec3 gi\u1ea3m chi ph\u00ed \u0111i\u1ec7n xu\u1ed1ng t\u1edbi 25%.<\/li>\n\n\n\n
              • Kh\u00f4ng r\u00e1c th\u1ea3i <\/strong>\u0110\u1ed9 ch\u00ednh x\u00e1c<\/strong>:<\/strong> C\u00e1c m\u00e1y m\u00f3c th\u00f4ng minh c\u00f3 kh\u1ea3 n\u0103ng s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh t\u1ed1c \u0111\u1ed9 cao v\u00e0 c\u01a1 ch\u1ebf ph\u1ea3n h\u1ed3i v\u00f2ng k\u00edn \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o nguy\u00ean li\u1ec7u th\u00f4 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c 99,9%. \u0110\u1ed9 ch\u00ednh x\u00e1c n\u00e0y t\u1ef7 l\u1ec7 thu\u1eadn v\u1edbi s\u1ed1 ti\u1ec1n h\u00e0ng tri\u1ec7u \u0111\u00f4 la ti\u1ebft ki\u1ec7m \u0111\u01b0\u1ee3c t\u1eeb chi ph\u00ed nguy\u00ean v\u1eadt li\u1ec7u trong c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p nh\u01b0 h\u00e0ng kh\u00f4ng v\u0169 tr\u1ee5, n\u01a1i t\u1ef7 l\u1ec7 \u201cmua-\u0111\u1ec3-bay\u201d \u0111\u00f3ng vai tr\u00f2 then ch\u1ed1t.<\/li>\n\n\n\n
              • K\u1ebf to\u00e1n carbon t\u1ef1 \u0111\u1ed9ng:<\/strong> C\u00e1c nh\u00e0 m\u00e1y th\u00f4ng minh t\u1ef1 \u0111\u1ed9ng theo d\u00f5i Ph\u00e1t th\u1ea3i ph\u1ea1m vi 1, 2 v\u00e0 3<\/strong>. \u0110i\u1ec1u n\u00e0y s\u1ebd gi\u00fap c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 g\u1eedi c\u00e1c b\u00e1o c\u00e1o ESG theo th\u1eddi gian th\u1ef1c cho c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 v\u00e0 c\u01a1 quan qu\u1ea3n l\u00fd, \u0111\u1ed3ng th\u1eddi tr\u00e1nh ph\u1ea3i ch\u1ecbu c\u00e1c kho\u1ea3n thu\u1ebf carbon v\u00e0 ti\u1ec1n ph\u1ea1t cao \u2013 v\u1ed1n \u0111\u00e3 tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n v\u00e0o n\u0103m 2026.<\/li>\n<\/ul>\n\n\n\n

                C\u00e1i <\/strong>Kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng<\/strong> C\u1ed5 t\u1ee9c: <\/strong>ROI<\/strong> th\u00f4ng qua t\u00ednh linh ho\u1ea1t<\/strong><\/p>\n\n\n\n

                Ngo\u00e0i chi ph\u00ed b\u1ea3o tr\u00ec v\u00e0 n\u0103ng l\u01b0\u1ee3ng, m\u1ed9t ph\u1ea7n \u0111\u00e1ng k\u1ec3 c\u1ee7a t\u1ef7 su\u1ea5t ho\u00e0n v\u1ed1n (ROI) \u0111\u1ebfn t\u1eeb T\u1ed1c \u0111\u1ed9 k\u1ebft n\u1ed1i Th\u1ecb tr\u01b0\u1eddng-S\u1ea3n xu\u1ea5t (M2M)<\/strong>. Vi\u1ec7c m\u1ed9t d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c t\u00e1i c\u1ea5u h\u00ecnh ch\u1ec9 trong v\u00e0i gi\u1edd gi\u00fap c\u00e1c th\u01b0\u01a1ng hi\u1ec7u k\u1ecbp th\u1eddi \u1ee9ng ph\u00f3 v\u1edbi c\u00e1c xu h\u01b0\u1edbng lan truy\u1ec1n nhanh ch\u00f3ng ho\u1eb7c nh\u1eefng gi\u00e1n \u0111o\u1ea1n b\u1ea5t ng\u1edd trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng. L\u1ee3i th\u1ebf c\u1ea1nh tranh t\u1ed1i th\u01b0\u1ee3ng trong th\u1ebf gi\u1edbi c\u1ee7a \u201cS\u1ea3n xu\u1ea5t h\u00e0ng lo\u1ea1t theo y\u00eau c\u1ea7u\u201d ch\u00ednh l\u00e0 kh\u1ea3 n\u0103ng c\u1ee7a nh\u00e0 m\u00e1y th\u00f4ng minh trong vi\u1ec7c s\u1ea3n xu\u1ea5t c\u00e1c l\u00f4 h\u00e0ng nh\u1ecf v\u1edbi bi\u00ean l\u1ee3i nhu\u1eadn cao th\u00f4ng qua c\u00e1c h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a.<\/p>\n\n\n\n

                T\u00ednh n\u0103ng<\/td>S\u1ea3n xu\u1ea5t truy\u1ec1n th\u1ed1ng<\/td>S\u1ea3n xu\u1ea5t th\u00f4ng minh (2026)<\/td><\/tr>
                Thu th\u1eadp d\u1eef li\u1ec7u<\/td>Th\u1ee7 c\u00f4ng, ho\u1ea1t \u0111\u1ed9ng ri\u00eang r\u1ebd, ch\u1eadm tr\u1ec5<\/td>T\u1ef1 \u0111\u1ed9ng, t\u00edch h\u1ee3p, th\u1eddi gian th\u1ef1c<\/td><\/tr>
                B\u1ea3o tr\u00ec<\/td>Ph\u1ea3n \u1ee9ng \/ Theo l\u1ecbch tr\u00ecnh<\/td>D\u1ef1 b\u00e1o \/ D\u1ef1a tr\u00ean t\u00ecnh tr\u1ea1ng<\/td><\/tr>
                Phong c\u00e1ch s\u1ea3n xu\u1ea5t<\/td>S\u1ea3n xu\u1ea5t h\u00e0ng lo\u1ea1t (s\u1ea3n l\u01b0\u1ee3ng l\u1edbn)<\/td>S\u1ea3n xu\u1ea5t theo y\u00eau c\u1ea7u h\u00e0ng lo\u1ea1t (Kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng cao)<\/td><\/tr>
                Vai tr\u00f2 c\u1ee7a ng\u01b0\u1eddi lao \u0111\u1ed9ng<\/td>Lao \u0111\u1ed9ng ch\u00e2n tay \/ C\u00e1c c\u00f4ng vi\u1ec7c l\u1eb7p \u0111i l\u1eb7p l\u1ea1i<\/td>Gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 \/ Gi\u00e1m s\u00e1t m\u00e1y m\u00f3c<\/td><\/tr>
                Ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng<\/td>L\u01b0\u1ee3ng ch\u1ea5t th\u1ea3i l\u1edbn, m\u1ee9c ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng cao<\/td>Ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng, kinh t\u1ebf tu\u1ea7n ho\u00e0n<\/td><\/tr>
                Quy\u1ebft \u0111\u1ecbnh<\/td>D\u1ef1a tr\u00ean kinh nghi\u1ec7m (Tr\u1ef1c gi\u00e1c)<\/td>D\u1ef1a tr\u00ean d\u1eef li\u1ec7u (D\u1ef1a tr\u00ean b\u1eb1ng ch\u1ee9ng)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

                S\u1ea3n xu\u1ea5t l\u1ea5y con ng\u01b0\u1eddi l\u00e0m trung t\u00e2m: \u0110\u00e0o t\u1ea1o l\u1ea1i k\u1ef9 n\u0103ng cho t\u01b0\u01a1ng lai<\/h2>\n\n\n\n

                V\u1edbi s\u1ef1 ra \u0111\u1eddi c\u1ee7a C\u00f4ng nghi\u1ec7p 5.0, c\u00e2u chuy\u1ec7n v\u1ec1 vi\u1ec7c robot thay th\u1ebf con ng\u01b0\u1eddi trong c\u00f4ng vi\u1ec7c \u0111ang d\u1ea7n \u0111\u01b0\u1ee3c thay th\u1ebf b\u1eb1ng \u00fd t\u01b0\u1edfng v\u1ec1 Operator 5.0<\/strong>. Nh\u00e0 m\u00e1y th\u00f4ng minh l\u00e0 m\u1ed9t m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c theo tinh th\u1ea7n \u0111\u1ed3ng \u0111\u1ed9i, trong \u0111\u00f3 c\u00f4ng ngh\u1ec7 b\u1ed5 sung cho kh\u1ea3 n\u0103ng c\u1ee7a con ng\u01b0\u1eddi. M\u1ee5c ti\u00eau c\u1ee7a m\u00f4 h\u00ecnh n\u00e0y l\u00e0 gi\u00fap ng\u01b0\u1eddi lao \u0111\u1ed9ng tr\u00e1nh kh\u1ecfi c\u00e1c c\u00f4ng vi\u1ec7c nguy hi\u1ec3m v\u00e0 chuy\u1ec3n sang \u0111\u1ea3m nh\u1eadn nh\u1eefng vai tr\u00f2 \u0111\u00f2i h\u1ecfi kh\u1ea3 n\u0103ng gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 b\u1eb1ng t\u01b0 duy.<\/p>\n\n\n\n

                S\u1ef1 tr\u1ed7i d\u1eady c\u1ee7a cobot<\/strong><\/p>\n\n\n\n

                Cobot l\u00e0 nh\u1eefng robot h\u1ee3p t\u00e1c \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 l\u00e0m vi\u1ec7c c\u00f9ng con ng\u01b0\u1eddi. Trong khi cobot \u0111\u1ea3m nh\u1eadn c\u00e1c c\u00f4ng vi\u1ec7c nh\u01b0 n\u00e2ng v\u1eadt n\u1eb7ng hay x\u1eed l\u00fd h\u00f3a ch\u1ea5t \u0111\u1ed9c h\u1ea1i v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c cao, ng\u01b0\u1eddi v\u1eadn h\u00e0nh c\u00f3 th\u1ec3 t\u1eadp trung v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m v\u00e0 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 m\u1ed9t c\u00e1ch s\u00e1ng t\u1ea1o. S\u1ef1 h\u1ee3p t\u00e1c n\u00e0y gi\u00fap gi\u1ea3m b\u1edbt s\u1ef1 can thi\u1ec7p li\u00ean t\u1ee5c c\u1ee7a con ng\u01b0\u1eddi v\u00e0o c\u00e1c c\u00f4ng vi\u1ec7c l\u1eb7p \u0111i l\u1eb7p l\u1ea1i m\u00e0 v\u1eabn duy tr\u00ec \u0111\u01b0\u1ee3c c\u00e1c ti\u00eau chu\u1ea9n cao.<\/p>\n\n\n\n

                Th\u1ef1c t\u1ebf t\u0103ng c\u01b0\u1eddng<\/strong> (<\/strong>AR<\/strong>) t\u1ea1i khu v\u1ef1c s\u1ea3n xu\u1ea5t<\/strong><\/p>\n\n\n\n

                \u0110\u1ebfn n\u0103m 2026, c\u00e1c cu\u1ed1n s\u1ed5 tay h\u01b0\u1edbng d\u1eabn c\u1ed3ng k\u1ec1nh s\u1ebd kh\u00f4ng c\u00f2n n\u1eb1m trong tay c\u00e1c k\u1ef9 thu\u1eadt vi\u00ean b\u1ea3o tr\u00ec n\u1eefa. C\u00e1c h\u01b0\u1edbng d\u1eabn k\u1ef9 thu\u1eadt s\u1ed1 s\u1ebd \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb tr\u1ef1c ti\u1ebfp tr\u00ean ch\u00ednh m\u00e1y m\u00f3c b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng AR<\/strong> Tai nghe<\/strong> ho\u1eb7c c\u00e1c m\u00f4i tr\u01b0\u1eddng th\u1ef1c t\u1ebf \u1ea3o \u0111\u1ec3 \u0111\u00e0o t\u1ea1o. \u0110i\u1ec1u n\u00e0y gi\u00fap nh\u00e2n vi\u00ean m\u1edbi r\u00fat ng\u1eafn \u201cth\u1eddi gian \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c n\u0103ng l\u1ef1c\u201d v\u00e0 cho ph\u00e9p c\u00e1c k\u1ef9 s\u01b0 chuy\u00ean nghi\u1ec7p h\u01b0\u1edbng d\u1eabn nh\u00e2n vi\u00ean c\u1ea5p d\u01b0\u1edbi \u1edf c\u00e1ch xa n\u1eeda v\u00f2ng tr\u00e1i \u0111\u1ea5t, \u0111\u1ea3m b\u1ea3o c\u00e1c ph\u01b0\u01a1ng ph\u00e1p th\u1ef1c h\u00e0nh t\u1ed1t nh\u1ea5t \u0111\u01b0\u1ee3c tu\u00e2n th\u1ee7 tr\u00ean to\u00e0n c\u1ea7u.<\/p>\n\n\n\n

                \"S\u1ea3n<\/figure>\n\n\n\n

                Ch\u01b0\u01a1ng tr\u00ecnh \u0110\u00e0o t\u1ea1o l\u1ea1i K\u1ef9 n\u0103ng<\/strong><\/p>\n\n\n\n

                Qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i sang s\u1ea3n xu\u1ea5t th\u00f4ng minh \u0111\u00f2i h\u1ecfi m\u1ed9t s\u1ef1 thay \u0111\u1ed5i to l\u1edbn v\u1ec1 l\u1ef1c l\u01b0\u1ee3ng lao \u0111\u1ed9ng. C\u00e1c doanh nghi\u1ec7p \u0111ang \u0111\u1ea7u t\u01b0 r\u1ea5t nhi\u1ec1u ti\u1ec1n v\u00e0o c\u00e1c s\u00e1ng ki\u1ebfn n\u00e2ng cao k\u1ef9 n\u0103ng<\/strong>, chuy\u1ec3n c\u00e1c nh\u00e2n vi\u00ean t\u1eeb c\u00e1c c\u00f4ng vi\u1ec7c l\u1eafp r\u00e1p th\u1ee7 c\u00f4ng sang c\u00e1c v\u1ecb tr\u00ed nh\u01b0 Chuy\u00ean vi\u00ean Ph\u00e2n t\u00edch D\u1eef li\u1ec7u, Qu\u1ea3n l\u00fd \u0110\u1ed9i robot v\u00e0 \u0110i\u1ec1u ph\u1ed1i vi\u00ean Ph\u00e1t tri\u1ec3n B\u1ec1n v\u1eefng. M\u1ee5c ti\u00eau c\u1ee7a vi\u1ec7c n\u00e0y l\u00e0 x\u00e2y d\u1ef1ng m\u1ed9t \u0111\u1ed9i ng\u0169 nh\u00e2n l\u1ef1c v\u1eefng m\u1ea1nh, c\u00f3 kh\u1ea3 n\u0103ng v\u1eadn d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 s\u1ed1 trong t\u01b0\u01a1ng lai.<\/p>\n\n\n\n

                C\u00e1c ti\u00eau chu\u1ea9n to\u00e0n c\u1ea7u: H\u1ecdc h\u1ecfi t\u1eeb c\u00e1c nh\u00e0 m\u00e1y ti\u00eau bi\u1ec3u v\u00e0 c\u00e1c nghi\u00ean c\u1ee9u \u0111i\u1ec3n h\u00ecnh<\/h2>\n\n\n\n

                C\u00e1i M\u1ea1ng l\u01b0\u1edbi Ng\u1ecdn h\u1ea3i \u0111\u0103ng To\u00e0n c\u1ea7u <\/strong>c\u1ee7a Di\u1ec5n \u0111\u00e0n Kinh t\u1ebf Th\u1ebf gi\u1edbi, m\u1ed9t m\u1ea1ng l\u01b0\u1edbi c\u00e1c c\u01a1 s\u1edf s\u1ea3n xu\u1ea5t d\u1eabn \u0111\u1ea7u to\u00e0n c\u1ea7u v\u1ec1 vi\u1ec7c \u00e1p d\u1ee5ng v\u00e0 t\u00edch h\u1ee3p c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi nh\u1ea5t c\u1ee7a C\u00e1ch m\u1ea1ng C\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 T\u01b0 v\u00e0 l\u1ea7n th\u1ee9 N\u0103m, v\u1eabn l\u00e0 ti\u00eau chu\u1ea9n xu\u1ea5t s\u1eafc. \u0110\u1ebfn n\u0103m 2026, m\u1ea1ng l\u01b0\u1edbi n\u00e0y \u0111\u00e3 m\u1edf r\u1ed9ng l\u00ean g\u1ea7n 200 c\u01a1 s\u1edf tr\u00ean to\u00e0n th\u1ebf gi\u1edbi, mang l\u1ea1i nh\u1eefng th\u00e0nh c\u00f4ng n\u1ed5i b\u1eadt nh\u1ea5t C\u00e1c v\u00ed d\u1ee5 v\u1ec1 s\u1ea3n xu\u1ea5t th\u00f4ng minh<\/strong> c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng l\u00e0m b\u1ea3n thi\u1ebft k\u1ebf ho\u1ea1t \u0111\u1ed9ng cho b\u1ea5t k\u1ef3 t\u1ed5 ch\u1ee9c n\u00e0o \u0111\u00e3 b\u1eaft \u0111\u1ea7u qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1.<\/p>\n\n\n\n

                S\u1ef1 xu\u1ea5t s\u1eafc trong ng\u00e0nh \u00f4 t\u00f4: S\u1ee9c m\u1ea1nh c\u1ee7a \u201cD\u00e2y chuy\u1ec1n k\u1ef9 thu\u1eadt s\u1ed1\u201d<\/strong><\/p>\n\n\n\n

                M\u1ed9t trong nh\u1eefng nh\u00e0 s\u1ea3n xu\u1ea5t \u00f4 t\u00f4 h\u00e0ng \u0111\u1ea7u c\u1ee7a \u0110\u1ee9c g\u1ea7n \u0111\u00e2y \u0111\u00e3 thi\u1ebft l\u1eadp m\u1ed9t ti\u00eau chu\u1ea9n m\u1edbi trong ng\u00e0nh b\u1eb1ng c\u00e1ch hi\u1ec7n th\u1ef1c h\u00f3a m\u1ed9t 30%: Gi\u1ea3m th\u1eddi gian s\u1ea3n xu\u1ea5t t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i<\/strong>. \u0110i\u1ec1u n\u00e0y \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n nh\u1edd vi\u1ec7c \u00e1p d\u1ee5ng m\u1ed9t B\u1ea3n sao k\u1ef9 thu\u1eadt s\u1ed1 th\u1ed1ng nh\u1ea5t<\/strong> v\u00e0 kh\u00e1i ni\u1ec7m \u201cD\u00e2y chuy\u1ec1n s\u1ed1\u201d. Trong b\u1ed1i c\u1ea3nh n\u00e0y, m\u1ed7i chi\u1ebfc xe tr\u00ean d\u00e2y chuy\u1ec1n l\u1eafp r\u00e1p \u0111\u1ec1u c\u00f3 m\u1ed9t b\u1ea3n sao k\u1ef9 thu\u1eadt s\u1ed1 t\u1ed3n t\u1ea1i t\u1eeb th\u1eddi \u0111i\u1ec3m kh\u00e1ch h\u00e0ng t\u00f9y ch\u1ec9nh c\u1ea5u h\u00ecnh cho \u0111\u1ebfn khi xe \u0111\u01b0\u1ee3c giao \u0111\u1ebfn tay kh\u00e1ch h\u00e0ng.<\/p>\n\n\n\n

                B\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 th\u1ef1c s\u1ef1 v\u00e0o n\u0103m 2026 ch\u00ednh l\u00e0 Th\u1eddi gian th\u1ef1c<\/strong> Tr\u1ee5c xoay<\/strong>. Theo c\u00e1ch l\u00e0m truy\u1ec1n th\u1ed1ng, khi kh\u00e1ch h\u00e0ng \u0111i\u1ec1u ch\u1ec9nh chi ti\u1ebft \u0111\u01a1n h\u00e0ng \u2014 v\u00ed d\u1ee5 nh\u01b0 chuy\u1ec3n sang m\u00e0u da n\u1ed9i th\u1ea5t ch\u1ea5t l\u01b0\u1ee3ng cao h\u01a1n \u2014 m\u1ed9t khi quy tr\u00ecnh s\u1ea3n xu\u1ea5t \u0111\u00e3 b\u1eaft \u0111\u1ea7u, \u0111i\u1ec1u n\u00e0y s\u1ebd g\u00e2y ra m\u1ed9t c\u01a1n \u00e1c m\u1ed9ng v\u1ec1 h\u1eadu c\u1ea7n ho\u1eb7c bu\u1ed9c ph\u1ea3i can thi\u1ec7p th\u1ee7 c\u00f4ng. Hi\u1ec7n nay, m\u00f4 h\u00ecnh song sinh k\u1ef9 thu\u1eadt s\u1ed1 \u0111ang c\u1eadp nh\u1eadt to\u00e0n b\u1ed9 chu\u1ed7i cung \u1ee9ng, \u0111i\u1ec1u ch\u1ec9nh l\u1ed9 tr\u00ecnh cho c\u00e1c robot di \u0111\u1ed9ng t\u1ef1 \u0111\u1ed9ng (AMR) trong kho v\u00e0 thay \u0111\u1ed5i h\u01b0\u1edbng d\u1eabn may b\u1eb1ng robot ngay l\u1eadp t\u1ee9c, m\u00e0 kh\u00f4ng c\u1ea7n d\u1eebng d\u00e2y chuy\u1ec1n l\u1eafp r\u00e1p. Vi\u1ec7c c\u00e1 nh\u00e2n h\u00f3a h\u00e0ng lo\u1ea1t v\u1edbi chi ph\u00ed t\u01b0\u01a1ng \u0111\u01b0\u01a1ng s\u1ea3n xu\u1ea5t h\u00e0ng lo\u1ea1t l\u00e0 ho\u00e0n to\u00e0n kh\u1ea3 thi \u1edf m\u1ee9c \u0111\u1ed9 hi\u1ec7u qu\u1ea3 n\u00e0y c\u1ee7a \u201cL\u00f4 s\u1ed1 1\u201d<\/strong>.<\/p>\n\n\n\n

                \"S\u1ea3n<\/figure>\n\n\n\n

                \u0110i\u1ec7n t\u1eed v\u00e0 <\/strong>\u0110\u1ed9 ch\u00ednh x\u00e1c<\/strong>: Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o \u2013 Ng\u01b0\u1eddi b\u1ea3o v\u1ec7 ch\u1ea5t l\u01b0\u1ee3ng t\u1ed1i th\u01b0\u1ee3ng<\/strong><\/p>\n\n\n\n

                Trong ng\u00e0nh c\u00f4ng nghi\u1ec7p \u0111i\u1ec7n t\u1eed \u0111\u1ea7y th\u00e1ch th\u1ee9c, n\u01a1i \u0111\u1ed9 ch\u00ednh x\u00e1c \u0111\u01b0\u1ee3c \u0111o b\u1eb1ng micron, m\u1ed9t nh\u00e0 s\u1ea3n xu\u1ea5t l\u1edbn c\u1ee7a ch\u00e2u \u00c1 \u0111\u00e3 \u0111\u1ecbnh ngh\u0129a l\u1ea1i kh\u00e1i ni\u1ec7m s\u1ea3n xu\u1ea5t \u201cKh\u00f4ng l\u1ed7i\u201d. B\u1eb1ng c\u00e1ch t\u1eadn d\u1ee5ng Ki\u1ec3m tra quang h\u1ecdc d\u1ef1a tr\u00ean tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AOI)<\/strong> Nh\u1edd c\u00e1c h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c v\u1eadn h\u00e0nh b\u1edfi c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc s\u00e2u, c\u01a1 s\u1edf n\u00e0y c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c khuy\u1ebft t\u1eadt h\u00e0n \u1edf m\u1ee9c \u0111\u1ed9 50 micron<\/strong>\u2014kho\u1ea3ng b\u1eb1ng m\u1ed9t n\u1eeda chi\u1ec1u r\u1ed9ng s\u1ee3i t\u00f3c ng\u01b0\u1eddi\u2014v\u1edbi t\u1ed1c \u0111\u1ed9 d\u00e2y chuy\u1ec1n \u0111\u1ee7 \u0111\u1ec3 khi\u1ebfn m\u1ed9t nh\u00e2n vi\u00ean ki\u1ec3m tra b\u1eb1ng m\u1eaft th\u01b0\u1eddng kh\u00f4ng th\u1ec3 nh\u00ecn r\u00f5.<\/p>\n\n\n\n

                S\u1ef1 chuy\u1ec3n \u0111\u1ed5i trong t\u01b0 duy gi\u1eefa \u201cKi\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng\u201d (ph\u00e1t hi\u1ec7n l\u1ed7i sau khi ch\u00fang x\u1ea3y ra) v\u00e0 \u201c\u0110\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng\u201d (ph\u00e1t hi\u1ec7n l\u1ed7i tr\u01b0\u1edbc khi ch\u00fang x\u1ea3y ra) \u0111\u00e3 gi\u00fap gi\u1ea3m t\u1ef7 l\u1ec7 ph\u1ebf ph\u1ea9m c\u1ee7a nh\u00e0 m\u00e1y xu\u1ed1ng 45%. Hi\u1ec7u qu\u1ea3 n\u00e0y tr\u1ef1c ti\u1ebfp mang l\u1ea1i kho\u1ea3n ti\u1ebft ki\u1ec7m h\u00e0ng tr\u0103m tri\u1ec7u \u0111\u00f4 la m\u1ed7i n\u0103m trong m\u1ed9t ng\u00e0nh c\u00f4ng nghi\u1ec7p c\u00f3 bi\u00ean l\u1ee3i nhu\u1eadn r\u1ea5t th\u1ea5p v\u00e0 gi\u00e1 nguy\u00ean li\u1ec7u \u0111\u1ea7u v\u00e0o bi\u1ebfn \u0111\u1ed9ng m\u1ea1nh (nh\u01b0 \u0111\u1ed3ng v\u00e0 c\u00e1c nguy\u00ean t\u1ed1 \u0111\u1ea5t hi\u1ebfm). H\u01a1n n\u1eefa, nh\u00e0 m\u00e1y \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee9c x\u1ebfp h\u1ea1ng ESG cao nh\u1ea5t c\u00f3 th\u1ec3 nh\u1edd gi\u1ea3m \u0111\u00e1ng k\u1ec3 d\u1ea5u ch\u00e2n m\u00f4i tr\u01b0\u1eddng t\u1eeb c\u00e1c ho\u1ea1t \u0111\u1ed9ng \u201cs\u1eeda ch\u1eefa l\u1ea1i\u201d v\u00e0 ch\u1ea5t th\u1ea3i \u0111i\u1ec7n t\u1eed, \u0111i\u1ec1u n\u00e0y \u0111\u00e3 gi\u00fap nh\u00e0 m\u00e1y tr\u1edf th\u00e0nh \u0111\u1ed1i t\u00e1c h\u1ea5p d\u1eabn \u0111\u1ed1i v\u1edbi c\u00e1c t\u1eadp \u0111o\u00e0n c\u00f4ng ngh\u1ec7 h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi.<\/p>\n\n\n\n

                B\u01b0\u1edbc \u0111\u1ed9t ph\u00e1 trong ng\u00e0nh d\u01b0\u1ee3c ph\u1ea9m: S\u1ea3n xu\u1ea5t li\u00ean t\u1ee5c<\/strong><\/p>\n\n\n\n

                Trong Khoa h\u1ecdc \u0110\u1eddi s\u1ed1ng<\/strong> Trong c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p ngo\u00e0i \u00f4 t\u00f4 v\u00e0 \u0111i\u1ec7n t\u1eed, \u0111\u00e3 di\u1ec5n ra m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng trong l\u0129nh v\u1ef1c \u201cS\u1ea3n xu\u1ea5t li\u00ean t\u1ee5c\u201d. M\u1ed9t trong nh\u1eefng m\u00f4 h\u00ecnh ti\u00ean phong h\u00e0ng \u0111\u1ea7u trong ng\u00e0nh d\u01b0\u1ee3c ph\u1ea9m v\u1eeba t\u1eeb b\u1ecf ph\u01b0\u01a1ng ph\u00e1p \u201cX\u1eed l\u00fd theo l\u00f4\u201d l\u1ed7i th\u1eddi \u2013 v\u1ed1n d\u1ec5 d\u1eabn \u0111\u1ebfn s\u1ef1 ch\u1eadm tr\u1ec5 v\u00e0 sai s\u00f3t do con ng\u01b0\u1eddi \u2013 \u0111\u1ec3 chuy\u1ec3n sang m\u1ed9t h\u1ec7 th\u1ed1ng th\u00f4ng minh t\u00edch h\u1ee3p, trong \u0111\u00f3 nguy\u00ean li\u1ec7u th\u00f4 \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o m\u1ed9t d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t li\u00ean t\u1ee5c duy nh\u1ea5t.<\/p>\n\n\n\n

                Th\u00e0nh ph\u1ea7n h\u00f3a h\u1ecdc \u0111\u01b0\u1ee3c c\u00e1c c\u1ea3m bi\u1ebfn theo d\u00f5i theo th\u1eddi gian th\u1ef1c, v\u00e0 c\u00e1c b\u1ed9 truy\u1ec1n \u0111\u1ed9ng \u0111\u01b0\u1ee3c \u0111i\u1ec1u khi\u1ec3n b\u1edfi tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh t\u1ed1c \u0111\u1ed9 d\u00f2ng ch\u1ea3y v\u00e0 nhi\u1ec7t \u0111\u1ed9 nh\u1eb1m \u0111\u1ea1t \u0111\u01b0\u1ee3c tr\u1ea1ng th\u00e1i \u1ed5n \u0111\u1ecbnh l\u00fd t\u01b0\u1edfng. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 gi\u00fap r\u00fat ng\u1eafn \u201cth\u1eddi gian \u0111\u01b0a s\u1ea3n ph\u1ea9m ra th\u1ecb tr\u01b0\u1eddng\u201d c\u1ee7a c\u00e1c lo\u1ea1i thu\u1ed1c c\u1ee9u s\u1ed1ng b\u1eb1ng c\u00e1ch 40%<\/strong> nh\u01b0ng \u0111i\u1ec1u n\u00e0y c\u0169ng \u0111\u00e3 g\u00f3p ph\u1ea7n n\u00e2ng cao \u0111\u00e1ng k\u1ec3 m\u1ee9c \u0111\u1ed9 an to\u00e0n cho b\u1ec7nh nh\u00e2n nh\u1edd vi\u1ec7c lo\u1ea1i b\u1ecf g\u1ea7n nh\u01b0 ho\u00e0n to\u00e0n s\u1ef1 bi\u1ebfn \u0111\u1ed9ng c\u00f3 th\u1ec3 ph\u00e1t sinh gi\u1eefa c\u00e1c l\u00f4 s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n

                T\u1ed5ng h\u1ee3p nh\u1eefng b\u00e0i h\u1ecdc t\u1eeb \u201cNg\u1ecdn h\u1ea3i \u0111\u0103ng\u201d<\/strong><\/p>\n\n\n\n

                B\u00e0i h\u1ecdc ch\u00ednh r\u00fat ra t\u1eeb c\u00e1c ti\u00eau chu\u1ea9n n\u00e0y l\u00e0 s\u1ea3n xu\u1ea5t th\u00f4ng minh kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t gi\u1ea3i ph\u00e1p \u201ct\u1ea5t c\u1ea3 ho\u1eb7c kh\u00f4ng g\u00ec c\u1ea3\u201d. C\u00e1c doanh nghi\u1ec7p d\u1eabn \u0111\u1ea7u n\u00e0y kh\u00f4ng ch\u1edd \u0111\u1ee3i m\u1ed9t gi\u1ea3i ph\u00e1p ho\u00e0n h\u1ea3o \u00e1p d\u1ee5ng cho to\u00e0n b\u1ed9 nh\u00e0 m\u00e1y. Thay v\u00e0o \u0111\u00f3, h\u1ecd t\u1eadp trung v\u00e0o c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u00f3 t\u00e1c \u0111\u1ed9ng l\u1edbn<\/strong>:<\/p>\n\n\n\n

                  \n
                1. T\u00ednh minh b\u1ea1ch:<\/strong> Theo d\u00f5i ch\u00ednh x\u00e1c nh\u1eefng g\u00ec \u0111ang di\u1ec5n ra tr\u00ean s\u00e0n nh\u00e0 theo th\u1eddi gian th\u1ef1c.<\/li>\n\n\n\n
                2. Kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng<\/strong>:<\/strong> Thay \u0111\u1ed5i k\u1ebf ho\u1ea1ch s\u1ea3n xu\u1ea5t m\u00e0 kh\u00f4ng ph\u1ea3i ch\u1ecbu nh\u1eefng chi ph\u00ed kh\u1ed5ng l\u1ed3.<\/li>\n\n\n\n
                3. N\u00e2ng cao n\u0103ng l\u1ef1c con ng\u01b0\u1eddi:<\/strong> Gi\u00fap ng\u01b0\u1eddi lao \u0111\u1ed9ng tho\u00e1t kh\u1ecfi c\u00e1c c\u00f4ng vi\u1ec7c ki\u1ec3m tra l\u1eb7p \u0111i l\u1eb7p l\u1ea1i \u0111\u1ec3 t\u1eadp trung v\u00e0o vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a h\u1ec7 th\u1ed1ng.<\/li>\n<\/ol>\n\n\n\n

                  C\u00e1c nghi\u00ean c\u1ee9u \u0111i\u1ec3n h\u00ecnh n\u00e0y cho th\u1ea5y r\u1eb1ng ngay c\u1ea3 nh\u1eefng c\u1ea3i ti\u1ebfn t\u1eebng b\u01b0\u1edbc \u0111\u1ed1i v\u1edbi c\u00e1c b\u1ed9 ph\u1eadn c\u1ee5 th\u1ec3 \u2014 ch\u1eb3ng h\u1ea1n nh\u01b0 vi\u1ec7c t\u00edch h\u1ee3p h\u1ec7 th\u1ed1ng c\u1ea3m bi\u1ebfn th\u00f4ng minh v\u00e0o d\u00e2y chuy\u1ec1n ki\u1ec3m tra c\u0169 \u2014 c\u0169ng c\u00f3 th\u1ec3 mang l\u1ea1i nh\u1eefng l\u1ee3i \u00edch to l\u1edbn v\u00e0 ng\u00e0y c\u00e0ng gia t\u0103ng theo th\u1eddi gian.<\/p>\n\n\n\n

                  L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 chuy\u1ec3n \u0111\u1ed5i sang m\u00f4 h\u00ecnh s\u1ea3n xu\u1ea5t th\u00f4ng minh<\/h2>\n\n\n\n

                  Vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i sang m\u00f4 h\u00ecnh nh\u00e0 m\u00e1y th\u00f4ng minh th\u01b0\u1eddng b\u1ecb hi\u1ec3u nh\u1ea7m l\u00e0 m\u1ed9t cu\u1ed9c c\u1ea3i t\u1ed5 s\u1ed1 quy m\u00f4 l\u1edbn, di\u1ec5n ra \u201cm\u1ed9t l\u1ea7n l\u00e0 xong\u201d. Tr\u00ean th\u1ef1c t\u1ebf, nh\u1eefng m\u00f4 h\u00ecnh tri\u1ec3n khai hi\u1ec7u qu\u1ea3 nh\u1ea5t l\u1ea1i mang t\u00ednh m\u00f4-\u0111un v\u00e0 t\u1eeb d\u01b0\u1edbi l\u00ean<\/strong>. Kh\u00f4ng th\u1ec3 t\u1ea1o ra m\u1ed9t \u201cb\u1ed9 n\u00e3o k\u1ef9 thu\u1eadt s\u1ed1\u201d ti\u00ean ti\u1ebfn khi \u201ch\u1ec7 th\u1ea7n kinh\u201d c\u1ee7a nh\u00e0 m\u00e1y b\u1ea1n \u0111\u00e3 l\u1ed7i th\u1eddi ho\u1eb7c kh\u00f4ng \u0111\u00e1ng tin c\u1eady.<\/p>\n\n\n\n

                  Qu\u00e1 tr\u00ecnh di chuy\u1ec3n l\u00e0 m\u1ed9t quy tr\u00ecnh g\u1ed3m nhi\u1ec1u giai \u0111o\u1ea1n, di\u1ec5n ra gi\u1eefa m\u00f4i tr\u01b0\u1eddng v\u1eadt l\u00fd v\u00e0 \u0111\u00e1m m\u00e2y. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 l\u1ed9 tr\u00ecnh chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ec3 tri\u1ec3n khai th\u00e0nh c\u00f4ng:<\/p>\n\n\n\n

                  Giai \u0111o\u1ea1n 1: Ki\u1ec3m to\u00e1n v\u00e0 Chi\u1ebfn l\u01b0\u1ee3c \u201cDigital Pulse\u201d<\/strong><\/p>\n\n\n\n

                  B\u01b0\u1edbc \u0111\u1ea7u ti\u00ean kh\u00f4ng ph\u1ea3i l\u00e0 mua c\u00e1c gi\u1ea3i ph\u00e1p ph\u1ea7n m\u1ec1m, m\u00e0 l\u00e0 ki\u1ec3m to\u00e1n t\u00e0i s\u1ea3n v\u1eadt ch\u1ea5t c\u1ee7a b\u1ea1n. Ph\u1ea7n l\u1edbn c\u00e1c nh\u00e0 m\u00e1y \u0111ang ho\u1ea1t \u0111\u1ed9ng trong m\u00f4i tr\u01b0\u1eddng \u201cBrownfield\u201d, c\u00f3 ngh\u0129a l\u00e0 h\u1ecd \u0111ang s\u1eed d\u1ee5ng nh\u1eefng m\u00e1y m\u00f3c c\u0169, kh\u00f4ng ph\u1ea3i l\u00e0 m\u00e1y m\u00f3c \u201cth\u00f4ng minh\u201d. \u0110i\u1ec1u n\u00e0y nh\u1eb1m m\u1ee5c \u0111\u00edch t\u1ea1o ra m\u1ed9t \u201cNh\u1ecbp \u0111\u1eadp s\u1ed1\u201d<\/strong> b\u1eb1ng c\u00e1ch trang b\u1ecb th\u00eam c\u00e1c c\u1ea3m bi\u1ebfn c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao cho c\u00e1c m\u00e1y m\u00f3c n\u00e0y nh\u1eb1m n\u00e2ng cao kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t trong c\u00f4ng t\u00e1c qu\u1ea3n l\u00fd t\u00e0i s\u1ea3n.<\/p>\n\n\n\n

                  L\u1ee3i th\u1ebf c\u1ee7a OMCH:<\/strong> \u0110\u00e2y ch\u00ednh l\u00e0 n\u01a1i \u0111\u1eb7t n\u1ec1n m\u00f3ng. OMCH<\/strong> t\u1eeb n\u0103m 1986 \u0111\u00e3 ho\u1ea1t \u0111\u1ed9ng trong l\u0129nh v\u1ef1c s\u1ea3n xu\u1ea5t c\u00e1c thi\u1ebft b\u1ecb \u201cc\u1ea3m bi\u1ebfn\u201d c\u1ea7n thi\u1ebft cho giai \u0111o\u1ea1n n\u00e0y. Nh\u1edd \u0111\u1ed9 ch\u00ednh x\u00e1c cao c\u1ea3m bi\u1ebfn c\u1ea3m \u1ee9ng, c\u1ea3m bi\u1ebfn \u0111i\u1ec7n dung v\u00e0 c\u1ea3m bi\u1ebfn quang \u0111i\u1ec7n<\/strong> V\u1edbi gi\u1ea3i ph\u00e1p do OMCH cung c\u1ea5p, c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 bi\u1ebfn ngay c\u1ea3 nh\u1eefng m\u00e1y m\u00f3c c\u0169 nh\u1ea5t th\u00e0nh c\u00e1c t\u00e0i s\u1ea3n t\u1ea1o ra d\u1eef li\u1ec7u b\u1eb1ng c\u00e1ch tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u th\u00f4.<\/p>\n\n\n\n

                  Giai \u0111o\u1ea1n 2: \u0110\u1ea3m b\u1ea3o s\u1ef1 \u1ed5n \u0111\u1ecbnh c\u1ee7a ngu\u1ed3n \u0111i\u1ec7n v\u00e0 <\/strong>C\u01a1 s\u1edf h\u1ea1 t\u1ea7ng<\/strong> B\u1ea3o v\u1ec7<\/strong><\/p>\n\n\n\n

                  Khi b\u1ea1n l\u1eafp \u0111\u1eb7t th\u00eam c\u00e1c thi\u1ebft b\u1ecb \u0111i\u1ec7n t\u1eed nh\u1ea1y c\u1ea3m, ch\u1ea5t l\u01b0\u1ee3ng ngu\u1ed3n \u0111i\u1ec7n tr\u1edf n\u00ean v\u00f4 c\u00f9ng quan tr\u1ecdng. Ch\u1ec9 m\u1ed9t \u0111\u1ee3t t\u0103ng \u00e1p \u0111\u1ed9t ng\u1ed9t c\u0169ng c\u00f3 th\u1ec3 l\u00e0m h\u1ecfng c\u00e1c b\u1ed9 chuy\u1ec3n m\u1ea1ch IoT ho\u1eb7c b\u1ed9 \u0111i\u1ec1u khi\u1ec3n PLC \u0111\u1eaft ti\u1ec1n, d\u1eabn \u0111\u1ebfn th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng k\u00e9o d\u00e0i. Qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i n\u00e0y ph\u1ea3i d\u1ef1a tr\u00ean m\u1ed9t h\u1ec7 th\u1ed1ng ph\u00e2n ph\u1ed1i \u0111i\u1ec7n v\u1eefng ch\u1eafc, c\u00f3 kh\u1ea3 n\u0103ng h\u1ed7 tr\u1ee3 ho\u1ea1t \u0111\u1ed9ng t\u1ef1 \u0111\u1ed9ng 24\/7.<\/p>\n\n\n\n

                  \u0110\u1ec3 b\u1ea3o v\u1ec7 c\u00e1c kho\u1ea3n \u0111\u1ea7u t\u01b0 v\u00e0o c\u00f4ng ngh\u1ec7 s\u1ed1 n\u00e0y, k\u1ebf ho\u1ea1ch tri\u1ec3n khai c\u1ee7a qu\u00fd v\u1ecb ph\u1ea3i bao g\u1ed3m:<\/p>\n\n\n\n

                    \n
                  • \u1ed4n \u0111\u1ecbnh <\/strong>DC<\/strong> C\u00f4ng su\u1ea5t:<\/strong> S\u1eed d\u1ee5ng b\u1ed9 ngu\u1ed3n g\u1eafn tr\u00ean thanh DIN \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o \u0111i\u1ec7n \u00e1p \u1ed5n \u0111\u1ecbnh.<\/li>\n\n\n\n
                  • M\u1ea1ch b\u1ea3o v\u1ec7:<\/strong> L\u1eafp \u0111\u1eb7t c\u1ea7u dao kh\u00f4ng kh\u00ed (ACB) v\u00e0 thi\u1ebft b\u1ecb ch\u1ed1ng s\u00e9t.<\/li>\n\n\n\n
                  • Gi\u1ea3i ph\u00e1p c\u1ee7a OMCH:<\/strong> OMCH c\u00f3 h\u01a1n 3.000 SKU<\/strong>, \u0111\u1ed3ng th\u1eddi cung c\u1ea5p gi\u1ea3i ph\u00e1p \u201cm\u1ed9t c\u1eeda\u201d cho c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng n\u00e0y. B\u1ea1n s\u1ebd kh\u00f4ng c\u00f2n ph\u1ea3i l\u00e0m vi\u1ec7c v\u1edbi h\u00e0ng ch\u1ee5c nh\u00e0 cung c\u1ea5p n\u1eefa, m\u00e0 c\u00f3 th\u1ec3 mua t\u1ea5t c\u1ea3 c\u00e1c thi\u1ebft b\u1ecb ngu\u1ed3n \u0111i\u1ec7n, thi\u1ebft b\u1ecb ch\u1ed1ng s\u00e9t v\u00e0 c\u00e1c s\u1ea3n ph\u1ea9m kh\u00e1c th\u00f4ng qua m\u1ed9t, Ti\u00eau chu\u1ea9n Qu\u1ed1c t\u1ebf 9001<\/strong>- nh\u00e0 cung c\u1ea5p \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn, v\u1edbi t\u1ea5t c\u1ea3 c\u00e1c b\u1ed9 ph\u1eadn \u0111\u1ec1u \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 ho\u1ea1t \u0111\u1ed9ng h\u00e0i h\u00f2a v\u1edbi nhau.<\/li>\n<\/ul>\n\n\n\n

                    Giai \u0111o\u1ea1n 3: Chuy\u1ec3n t\u1eeb thu th\u1eadp d\u1eef li\u1ec7u sang t\u00edch h\u1ee3p h\u1ec7 th\u1ed1ng \u0111i\u1ec1u khi\u1ec3n<\/strong><\/p>\n\n\n\n

                    Khi d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c truy\u1ec1n t\u1ea3i v\u00e0 ngu\u1ed3n \u0111i\u1ec7n \u0111\u00e3 \u1ed5n \u0111\u1ecbnh, b\u01b0\u1edbc ti\u1ebfp theo l\u00e0 Ki\u1ec3m so\u00e1t v\u00e0 Th\u1ef1c thi<\/strong>. \u0110\u00e2y l\u00e0 n\u01a1i c\u00e1c l\u1ec7nh k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i tr\u1edf l\u1ea1i th\u00e0nh c\u00e1c chuy\u1ec3n \u0111\u1ed9ng v\u1eadt l\u00fd (h\u1ec7 th\u1ed1ng kh\u00ed n\u00e9n v\u00e0 b\u1ed9 truy\u1ec1n \u0111\u1ed9ng).<\/p>\n\n\n\n

                    \u0110\u1ec3 l\u00e0m \u0111\u01b0\u1ee3c \u0111i\u1ec1u \u0111\u00f3, b\u1ea1n c\u1ea7n c\u00f3 m\u1ed9t c\u00e2y c\u1ea7u:<\/p>\n\n\n\n

                      \n
                    1. R\u01a1le v\u00e0 b\u1ed9 m\u00e3 h\u00f3a:<\/strong> \u0110\u1ec3 qu\u1ea3n l\u00fd vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i t\u00edn hi\u1ec7u v\u00e0 \u0111\u1ecbnh v\u1ecb ch\u00ednh x\u00e1c.<\/li>\n\n\n\n
                    2. H\u1ec7 th\u1ed1ng kh\u00ed n\u00e9n:<\/strong> S\u1eed d\u1ee5ng van \u0111i\u1ec7n t\u1eeb v\u00e0 xi lanh \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c thao t\u00e1c c\u01a1 kh\u00ed.<\/li>\n\n\n\n
                    3. OMCH <\/strong>Gi\u00e1 tr\u1ecb<\/strong>:<\/strong> OMCH cung c\u1ea5p l\u1edbp \u201cth\u1ef1c thi\u201d th\u00f4ng qua c\u00e1c xi lanh kh\u00ed n\u00e9n v\u00e0 b\u1ed9 m\u00e3 h\u00f3a \u0111\u1ea1t ti\u00eau chu\u1ea9n c\u00f4ng nghi\u1ec7p. Ph\u1ea7n c\u1ee9ng n\u00e0y \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c quy\u1ebft \u0111\u1ecbnh \u201cth\u00f4ng minh\u201d do h\u1ec7 th\u1ed1ng AI c\u1ee7a qu\u00fd v\u1ecb \u0111\u01b0a ra s\u1ebd \u0111\u01b0\u1ee3c th\u1ef1c thi v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c 100% ngay t\u1ea1i d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t.<\/li>\n<\/ol>\n\n\n\n

                      Giai \u0111o\u1ea1n 4: M\u1edf r\u1ed9ng quy m\u00f4 th\u00f4ng qua c\u00e1c ti\u00eau chu\u1ea9n to\u00e0n c\u1ea7u<\/strong><\/p>\n\n\n\n

                      Giai \u0111o\u1ea1n cu\u1ed1i c\u00f9ng c\u1ee7a qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i l\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 t\u1eeb m\u1ed9t d\u00e2y chuy\u1ec1n th\u00ed \u0111i\u1ec3m duy nh\u1ea5t th\u00e0nh ho\u1ea1t \u0111\u1ed9ng tr\u00ean ph\u1ea1m vi to\u00e0n c\u1ea7u. \u0110i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi c\u00e1c y\u1ebfu t\u1ed1 \u0111\u1ea3m b\u1ea3o uy t\u00edn v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng qu\u1ed1c t\u1ebf, \u0111\u1ec3 m\u1ed9t nh\u00e0 m\u00e1y \u1edf ch\u00e2u \u00c1 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c nh\u00e2n r\u1ed9ng sang ch\u00e2u \u00c2u ho\u1eb7c B\u1eafc M\u1ef9 m\u00e0 kh\u00f4ng g\u1eb7p b\u1ea5t k\u1ef3 v\u1ea5n \u0111\u1ec1 t\u01b0\u01a1ng th\u00edch n\u00e0o.<\/p>\n\n\n\n

                      Vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 n\u00e0y tr\u1edf n\u00ean kh\u1ea3 thi nh\u1edd S\u1ef1 hi\u1ec7n di\u1ec7n to\u00e0n c\u1ea7u c\u1ee7a OMCH (h\u01a1n 100 qu\u1ed1c gia v\u00e0 h\u01a1n 72.000 kh\u00e1ch h\u00e0ng)<\/strong>. V\u00ec c\u00e1c s\u1ea3n ph\u1ea9m c\u1ee7a ch\u00fang t\u00f4i l\u00e0 IEC, CCC, CE v\u00e0 RoHS<\/strong> Khi \u0111\u00e3 \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn, b\u1ea3n thi\u1ebft k\u1ebf v\u1ec1 s\u1ea3n xu\u1ea5t th\u00f4ng minh c\u1ee7a qu\u00fd v\u1ecb s\u1ebd lu\u00f4n th\u1ed1ng nh\u1ea5t v\u00e0 tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh, b\u1ea5t k\u1ec3 qu\u00fd v\u1ecb \u1edf \u0111\u00e2u. H\u01a1n n\u1eefa, ch\u00fang t\u00f4i 24\/7 <\/strong>ph\u1ea3n h\u1ed3i nhanh<\/strong> v\u00e0 86 chi nh\u00e1nh trong n\u01b0\u1edbc<\/strong> cung c\u1ea5p s\u1ef1 h\u1ed7 tr\u1ee3 k\u1ef9 thu\u1eadt c\u1ea7n thi\u1ebft \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i di\u1ec5n ra \u0111\u00fang ti\u1ebfn \u0111\u1ed9, t\u1eeb \u0111\u00f3 thu h\u1eb9p kho\u1ea3ng c\u00e1ch tri\u1ec3n khai \u2013 nguy\u00ean nh\u00e2n th\u01b0\u1eddng khi\u1ebfn c\u00e1c d\u1ef1 \u00e1n s\u1ed1 b\u1ecb \u0111\u00ecnh tr\u1ec7.<\/p>\n\n\n\n

                      T\u00f3m t\u1eaft: L\u1ed9 tr\u00ecnh tri\u1ec3n khai th\u1ef1c ti\u1ec5n<\/strong><\/p>\n\n\n\n

                      B\u01b0\u1edbc tri\u1ec3n khai<\/td>L\u0129nh v\u1ef1c tr\u1ecdng t\u00e2m<\/td>Vai tr\u00f2 h\u1ed7 tr\u1ee3 t\u1ea1i OMCH<\/td><\/tr>
                      Giai \u0111o\u1ea1n 1: Thu th\u1eadp d\u1eef li\u1ec7u<\/td>Thu th\u1eadp d\u1eef li\u1ec7u<\/td>C\u00e1c c\u1ea3m bi\u1ebfn c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao (c\u00f2n g\u1ecdi l\u00e0 \u201c\u0110\u00f4i m\u1eaft\u201d)<\/td><\/tr>
                      Giai \u0111o\u1ea1n 2: N\u0103ng l\u01b0\u1ee3ng<\/td>T\u00ednh \u1ed5n \u0111\u1ecbnh c\u1ee7a h\u1ec7 th\u1ed1ng<\/td>B\u1ed9 ngu\u1ed3n & Thi\u1ebft b\u1ecb ch\u1ed1ng s\u00e9t (C\u00f2n g\u1ecdi l\u00e0 \u201cTr\u00e1i tim\u201d)<\/td><\/tr>
                      Giai \u0111o\u1ea1n 3: Tri\u1ec3n khai<\/td>Ho\u1ea1t \u0111\u1ed9ng th\u1ec3 ch\u1ea5t<\/td>R\u01a1le, b\u1ed9 m\u00e3 h\u00f3a v\u00e0 h\u1ec7 th\u1ed1ng kh\u00ed n\u00e9n (c\u00f2n g\u1ecdi l\u00e0 \u201cc\u01a1 b\u1eafp\u201d)<\/td><\/tr>
                      Giai \u0111o\u1ea1n 4: M\u1edf r\u1ed9ng quy m\u00f4<\/td>Ti\u00eau chu\u1ea9n h\u00f3a to\u00e0n c\u1ea7u<\/td>C\u00e1c th\u00e0nh ph\u1ea7n \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn v\u00e0 h\u1ed7 tr\u1ee3 24\/7 (g\u1ecdi t\u1eaft l\u00e0 \u201cM\u1ea1ng\u201d)<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

                      B\u1eb1ng c\u00e1ch t\u1eadp trung v\u00e0o ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn m\u00f4-\u0111un, \u01b0u ti\u00ean ph\u1ea7n c\u1ee9ng n\u00e0y, b\u1ea1n s\u1ebd gi\u1ea3m b\u1edbt s\u1ef1 ph\u1ee9c t\u1ea1p trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i. S\u1ea3n xu\u1ea5t th\u00f4ng minh kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 ph\u1ea7n m\u1ec1m tr\u00ean \u0111\u00e1m m\u00e2y \u2014 m\u00e0 c\u00f2n n\u1eb1m \u1edf \u0111\u1ed9 tin c\u1eady c\u1ee7a c\u00e1c th\u00e0nh ph\u1ea7n t\u1ea1i hi\u1ec7n tr\u01b0\u1eddng.<\/p>\n\n\n\n

                      V\u01b0\u1ee3t qua nh\u1eefng th\u00e1ch th\u1ee9c th\u01b0\u1eddng g\u1eb7p trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/h2>\n\n\n\n

                      M\u1eb7c d\u00f9 nh\u1eefng l\u1ee3i \u00edch l\u00e0 r\u00f5 r\u00e0ng, nh\u01b0ng con \u0111\u01b0\u1eddng h\u01b0\u1edbng t\u1edbi m\u1ed9t nh\u00e0 m\u00e1y th\u00f4ng minh v\u1eabn \u0111\u1ea7y r\u1eaby th\u00e1ch th\u1ee9c. B\u01b0\u1edbc \u0111\u1ea7u ti\u00ean trong m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c th\u00e0nh c\u00f4ng l\u00e0 nh\u1eadn di\u1ec7n nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y ngay t\u1eeb giai \u0111o\u1ea1n \u0111\u1ea7u.<\/p>\n\n\n\n

                        \n
                      1. V\u1ea5n \u0111\u1ec1 nan gi\u1ea3i v\u1ec1 thi\u1ebft b\u1ecb c\u0169<\/strong><\/li>\n<\/ol>\n\n\n\n

                        Ph\u1ea7n l\u1edbn c\u00e1c nh\u00e0 m\u00e1y kh\u00f4ng ph\u1ea3i l\u00e0 c\u00e1c d\u1ef1 \u00e1n x\u00e2y d\u1ef1ng m\u1edbi (Greenfield); \u0111\u00f3 l\u00e0 c\u00e1c c\u01a1 s\u1edf \u201cBrownfield\u201d v\u1edbi m\u00e1y m\u00f3c \u0111\u00e3 c\u00f3 tu\u1ed5i \u0111\u1eddi 20 n\u0103m. V\u1ea5n \u0111\u1ec1 \u0111\u1eb7t ra l\u00e0 ph\u1ea3i n\u00e2ng c\u1ea5p c\u00e1c m\u00e1y m\u00f3c n\u00e0y b\u1eb1ng c\u00e1ch l\u1eafp \u0111\u1eb7t c\u1ea3m bi\u1ebfn v\u00e0 m\u00f4-\u0111un truy\u1ec1n th\u00f4ng \u0111\u1ec3 \u0111\u01b0a ch\u00fang v\u00e0o th\u1ebf gi\u1edbi s\u1ed1. \u0110i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi ph\u1ea3i c\u00f3 c\u00e1c c\u00f4ng ngh\u1ec7 \u201cc\u1ea7u n\u1ed1i\u201d, c\u00e1c c\u1ed5ng IoT v\u00e0 c\u1ea3m bi\u1ebfn \u0111a n\u0103ng \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb c\u00e1c h\u1ec7 th\u1ed1ng analog.<\/p>\n\n\n\n

                          \n
                        1. C\u00e1c kho d\u1eef li\u1ec7u c\u00f4 l\u1eadp v\u00e0 vi\u1ec7c chu\u1ea9n h\u00f3a<\/strong><\/li>\n<\/ol>\n\n\n\n

                          T\u1ea1i h\u1ea7u h\u1ebft c\u00e1c t\u1ed5 ch\u1ee9c, b\u1ed9 ph\u1eadn b\u1ea3o tr\u00ec s\u1eed d\u1ee5ng m\u1ed9t ph\u1ea7n m\u1ec1m, b\u1ed9 ph\u1eadn s\u1ea3n xu\u1ea5t s\u1eed d\u1ee5ng m\u1ed9t ph\u1ea7n m\u1ec1m kh\u00e1c v\u00e0 b\u1ed9 ph\u1eadn t\u00e0i ch\u00ednh l\u1ea1i s\u1eed d\u1ee5ng m\u1ed9t ph\u1ea7n m\u1ec1m kh\u00e1c. Vi\u1ec7c ph\u00e1 v\u1ee1 nh\u1eefng r\u00e0o c\u1ea3n n\u00e0y l\u00e0 r\u1ea5t quan tr\u1ecdng. Vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c ti\u00eau chu\u1ea9n nh\u01b0 OPC UA (Ki\u1ebfn tr\u00fac th\u1ed1ng nh\u1ea5t cho truy\u1ec1n th\u00f4ng n\u1ec1n t\u1ea3ng m\u1edf)<\/strong> s\u1ebd \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c lo\u1ea1i m\u00e1y m\u00f3c v\u00e0 ph\u1ea7n m\u1ec1m kh\u00e1c nhau c\u00f3 th\u1ec3 giao ti\u1ebfp b\u1eb1ng c\u00f9ng m\u1ed9t ng\u00f4n ng\u1eef.<\/p>\n\n\n\n

                            \n
                          1. M\u1ed1i \u0111e d\u1ecda ng\u00e0y c\u00e0ng gia t\u0103ng v\u1ec1 an ninh m\u1ea1ng<\/strong><\/li>\n<\/ol>\n\n\n\n

                            Ngay khi m\u1ed9t nh\u00e0 m\u00e1y k\u1ebft n\u1ed1i v\u1edbi internet, n\u00f3 s\u1ebd tr\u1edf th\u00e0nh m\u1ee5c ti\u00eau t\u1ea5n c\u00f4ng. V\u00e0o n\u0103m 2026, An ninh m\u1ea1ng<\/strong> \u0110\u00e2y kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 v\u1ec1 c\u00f4ng ngh\u1ec7 th\u00f4ng tin; \u0111\u00e2y c\u00f2n l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 v\u1ec1 an to\u00e0n. B\u1ea5t k\u1ef3 s\u1ef1 vi ph\u1ea1m n\u00e0o c\u0169ng c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn vi\u1ec7c c\u00e1c d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t ho\u1eb7c t\u00e0i s\u1ea3n tr\u00ed tu\u1ec7 b\u1ecb \u0111\u00e1nh c\u1eafp. Hi\u1ec7n nay, vi\u1ec7c tri\u1ec3n khai m\u1ed9t Ki\u1ebfn tr\u00fac Zero Trust<\/strong> v\u00e0 \u0111\u1ea3m b\u1ea3o r\u1eb1ng ngay c\u1ea3 nh\u1eefng th\u00e0nh ph\u1ea7n ph\u1ea7n c\u1ee9ng nh\u1ecf nh\u1ea5t c\u0169ng ph\u1ea3i \u0111\u01b0\u1ee3c trang b\u1ecb m\u1ed9t s\u1ed1 bi\u1ec7n ph\u00e1p b\u1ea3o m\u1eadt c\u01a1 b\u1ea3n.<\/p>\n\n\n\n

                            \"S\u1ea3n<\/figure>\n\n\n\n
                              \n
                            1. Chi ph\u00ed \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u cao<\/strong><\/li>\n<\/ol>\n\n\n\n

                              \u201cS\u1ed1c chi ph\u00ed\u201d khi \u00e1p d\u1ee5ng s\u1ea3n xu\u1ea5t th\u00f4ng minh c\u00f3 th\u1ec3 khi\u1ebfn nhi\u1ec1u ng\u01b0\u1eddi n\u1ea3n l\u00f2ng. C\u00e1c doanh nghi\u1ec7p hi\u1ec7u qu\u1ea3 th\u01b0\u1eddng kh\u1eafc ph\u1ee5c \u0111i\u1ec1u n\u00e0y b\u1eb1ng c\u00e1ch b\u1eaft \u0111\u1ea7u v\u1edbi m\u1ed9t \u201cd\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m\u201d, ch\u1eb3ng h\u1ea1n nh\u01b0 m\u1ed9t d\u00e2y chuy\u1ec1n l\u1eafp r\u00e1p duy nh\u1ea5t, \u0111\u1ec3 ch\u1ee9ng minh hi\u1ec7u qu\u1ea3 \u0111\u1ea7u t\u01b0 (ROI), sau \u0111\u00f3 s\u1eed d\u1ee5ng kho\u1ea3n ti\u1ebft ki\u1ec7m \u0111\u01b0\u1ee3c \u0111\u1ec3 t\u00e0i tr\u1ee3 cho b\u01b0\u1edbc ti\u1ebfp theo c\u1ee7a qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i.<\/p>\n\n\n\n

                              M\u1edf r\u1ed9ng quy m\u00f4 t\u1eeb c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng sang c\u00e1c h\u1ec7 th\u1ed1ng ho\u00e0n to\u00e0n t\u1ef1 ch\u1ee7<\/h2>\n\n\n\n

                              Khi ch\u00fang ta h\u01b0\u1edbng t\u1edbi nh\u1eefng n\u0103m cu\u1ed1i c\u1ee7a th\u1eadp k\u1ef7 n\u00e0y, h\u01b0\u1edbng \u0111i c\u1ee7a ng\u00e0nh s\u1ea3n xu\u1ea5t th\u00f4ng minh l\u00e0 T\u1ef1 ch\u1ee7 ho\u00e0n to\u00e0n<\/strong>. Ch\u00fang ta \u0111ang chuy\u1ec3n t\u1eeb giai \u0111o\u1ea1n \u201cT\u1ef1 \u0111\u1ed9ng h\u00f3a\u201d (khi m\u00e1y m\u00f3c tu\u00e2n theo c\u00e1c quy t\u1eafc c\u1ed1 \u0111\u1ecbnh) sang giai \u0111o\u1ea1n \u201cT\u1ef1 ch\u1ee7\u201d (khi m\u00e1y m\u00f3c c\u00f3 kh\u1ea3 n\u0103ng h\u1ecdc h\u1ecfi v\u00e0 th\u00edch \u1ee9ng v\u1edbi c\u00e1c t\u00ecnh hu\u1ed1ng m\u1edbi).<\/p>\n\n\n\n

                              Nh\u00e0 m\u00e1y t\u1ef1 ph\u1ee5c h\u1ed3i<\/strong><\/p>\n\n\n\n

                              Nh\u00e0 m\u00e1y s\u1ebd s\u1edf h\u1eefu c\u00e1c \u0111\u1eb7c t\u00ednh \u201ct\u1ef1 ph\u1ee5c h\u1ed3i\u201d trong m\u1ed9t h\u1ec7 th\u1ed1ng ho\u00e0n to\u00e0n t\u1ef1 \u0111\u1ed9ng. N\u1ebfu m\u1ed9t c\u1ea3m bi\u1ebfn ph\u00e1t hi\u1ec7n s\u1ef1 l\u1ec7ch h\u01b0\u1edbng nh\u1eb9 tr\u00ean b\u0103ng t\u1ea3i, h\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng t\u0103ng ho\u1eb7c gi\u1ea3m m\u00f4-men xo\u1eafn c\u1ee7a \u0111\u1ed9ng c\u01a1 \u0111\u1ec3 b\u00f9 \u0111\u1eafp v\u00e0 \u0111\u1ed3ng th\u1eddi \u0111\u1eb7t h\u00e0ng linh ki\u1ec7n thay th\u1ebf th\u00f4ng qua chu\u1ed7i cung \u1ee9ng t\u00edch h\u1ee3p s\u1eb5n \u2013 t\u1ea5t c\u1ea3 \u0111\u1ec1u di\u1ec5n ra m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n\n\n\n

                              C\u00e1c trung t\u00e2m s\u1ea3n xu\u1ea5t phi t\u1eadp trung<\/strong><\/p>\n\n\n\n

                              Trong t\u01b0\u01a1ng lai, ch\u00fang t\u00f4i s\u1ebd \u00e1p d\u1ee5ng m\u00f4 h\u00ecnh \u201cNh\u00e0 m\u00e1y si\u00eau nh\u1ecf\u201d. C\u00e1c trung t\u00e2m linh ho\u1ea1t n\u00e0y s\u1ebd s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ea3n xu\u1ea5t t\u00edch h\u1ee3p (in 3D) \u0111\u1ec3 th\u1ef1c hi\u1ec7n vi\u1ec7c t\u00f9y ch\u1ec9nh s\u1ea3n ph\u1ea9m \u1edf c\u1ea5p \u0111\u1ed9 si\u00eau \u0111\u1ecba ph\u01b0\u01a1ng ngay g\u1ea7n c\u00e1c trung t\u00e2m \u0111\u00f4 th\u1ecb. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m thi\u1ec3u kh\u00ed th\u1ea3i t\u1eeb v\u1eadn chuy\u1ec3n v\u00e0 cho ph\u00e9p th\u1ef1c hi\u1ec7n c\u00e1c thay \u0111\u1ed5i nhanh ch\u00f3ng trong thi\u1ebft k\u1ebf s\u1ea3n ph\u1ea9m.<\/p>\n\n\n\n

                              K\u1ebft lu\u1eadn: Y\u00eau c\u1ea7u chi\u1ebfn l\u01b0\u1ee3c<\/strong><\/p>\n\n\n\n

                              S\u1ea3n xu\u1ea5t th\u00f4ng minh \u0111\u00e3 ph\u00e1t tri\u1ec3n t\u1eeb m\u1ed9t l\u1ee3i th\u1ebf c\u1ea1nh tranh th\u00e0nh n\u1ec1n t\u1ea3ng b\u1eaft bu\u1ed9c cho kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i c\u1ee7a ng\u00e0nh c\u00f4ng nghi\u1ec7p. \u0110\u1ec3 th\u00e0nh c\u00f4ng trong b\u1ed1i c\u1ea3nh n\u0103m 2026, c\u1ea7n ph\u1ea3i t\u00edch h\u1ee3p chi\u1ebfn l\u01b0\u1ee3c c\u00e1c nguy\u00ean t\u1eafc C\u00f4ng nghi\u1ec7p 5.0, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 ph\u1ea7n c\u1ee9ng v\u1eadt l\u00fd c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao. V\u1ea5n \u0111\u1ec1 l\u00e3nh \u0111\u1ea1o ch\u00ednh n\u1eb1m \u1edf t\u1ed1c \u0111\u1ed9 m\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c m\u1edf r\u1ed9ng quy m\u00f4 \u0111\u1ec3 cho ph\u00e9p ho\u1ea1t \u0111\u1ed9ng ho\u00e0n to\u00e0n t\u1ef1 \u0111\u1ed9ng. Cu\u1ed1i c\u00f9ng, qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i sang nh\u00e0 m\u00e1y s\u1ed1 ph\u1ee5 thu\u1ed9c v\u00e0o ch\u1ea5t l\u01b0\u1ee3ng th\u00f4ng tin \u0111\u01b0\u1ee3c thu th\u1eadp ngay t\u1ea1i ngu\u1ed3n, \u0111\u00f3 ch\u00ednh l\u00e0 c\u1ea3m bi\u1ebfn.<\/p>","protected":false},"excerpt":{"rendered":"

                              B\u1ed1i c\u1ea3nh c\u00f4ng nghi\u1ec7p to\u00e0n c\u1ea7u hi\u1ec7n \u0111ang tr\u1ea3i qua m\u1ed9t giai \u0111o\u1ea1n chuy\u1ec3n \u0111\u1ed5i mang t\u00ednh b\u01b0\u1edbc ngo\u1eb7t. N\u1ebfu th\u1eadp k\u1ef7 v\u1eeba qua \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u00ecnh b\u1edfi s\u1ef1 k\u1ebft n\u1ed1i s\u01a1 khai c\u1ee7a C\u00e1ch m\u1ea1ng C\u00f4ng nghi\u1ec7p 4.0, th\u00ec n\u0103m 2026 s\u1ebd l\u00e0 n\u0103m ch\u00fang ta ch\u1ee9ng ki\u1ebfn s\u1ef1 tr\u01b0\u1edfng th\u00e0nh c\u1ee7a s\u1ea3n xu\u1ea5t th\u00f4ng minh, b\u01b0\u1edbc sang giai \u0111o\u1ea1n ti\u1ebfp theo: C\u00f4ng nghi\u1ec7p 5.0. Kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t thu\u1eadt ng\u1eef th\u1eddi th\u01b0\u1ee3ng ch\u1ec9 d\u00e0nh ri\u00eang cho c\u00e1c g\u00e3 kh\u1ed5ng l\u1ed3 c\u00f4ng ngh\u1ec7, nh\u1eefng c\u00f4ng ngh\u1ec7 th\u00f4ng minh n\u00e0y \u0111\u00e3 tr\u1edf th\u00e0nh ti\u00eau chu\u1ea9n c\u01a1 b\u1ea3n \u0111\u1ec3 t\u1ed3n t\u1ea1i trong ng\u00e0nh s\u1ea3n xu\u1ea5t \u2013 m\u1ed9t ng\u00e0nh \u0111ang ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi s\u1ef1 bi\u1ebfn \u0111\u1ed9ng c\u1ee7a chu\u1ed7i cung \u1ee9ng, t\u00ecnh tr\u1ea1ng thi\u1ebfu h\u1ee5t lao \u0111\u1ed9ng v\u00e0 c\u00e1c y\u00eau c\u1ea7u nghi\u00eam ng\u1eb7t v\u1ec1 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng.<\/p>","protected":false},"author":4,"featured_media":9899,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"What Is Smart Manufacturing? The Future of Factories","_seopress_titles_desc":"Discover what smart manufacturing is and how it can revolutionize your factory. Our guide covers essential insights for future-ready production facilities.","_seopress_robots_index":"","footnotes":""},"categories":[1],"tags":[],"class_list":["post-9905","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/posts\/9905","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/comments?post=9905"}],"version-history":[{"count":1,"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/posts\/9905\/revisions"}],"predecessor-version":[{"id":9908,"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/posts\/9905\/revisions\/9908"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/media\/9899"}],"wp:attachment":[{"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/media?parent=9905"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/categories?post=9905"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/tags?post=9905"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}