{"id":57263,"date":"2023-12-20T21:13:49","date_gmt":"2023-12-20T14:13:49","guid":{"rendered":"https:\/\/masterskills.org\/blog\/ung-dung-cong-nghe-4-0-trong-doanh-nghiep-loi-ich-va-thach-thuc.html"},"modified":"2023-12-20T21:13:49","modified_gmt":"2023-12-20T14:13:49","slug":"ung-dung-cong-nghe-4-0-trong-doanh-nghiep-loi-ich-va-thach-thuc","status":"publish","type":"post","link":"https:\/\/masterskills.org\/blog\/ung-dung-cong-nghe-4-0-trong-doanh-nghiep-loi-ich-va-thach-thuc.html","title":{"rendered":"\u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 4.0 trong doanh nghi\u1ec7p: L\u1ee3i \u00edch v\u00e0 th\u00e1ch th\u1ee9c"},"content":{"rendered":"
\n

C\u00f4ng nghi\u1ec7p 4.0 l\u00e0 m\u1ed9t giai \u0111o\u1ea1n m\u1edbi c\u1ee7a cu\u1ed9c C\u00e1ch m\u1ea1ng C\u00f4ng nghi\u1ec7p, n\u00f3 nh\u1ea5n m\u1ea1nh v\u00e0o kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i, t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 chia s\u1ebb d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c.\u00a0T\u1eeb l\u1ecbch s\u1eed h\u00ecnh th\u00e0nh v\u00e0 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p, c\u00f3 th\u1ec3 th\u1ea5y c\u00f4ng ngh\u1ec7 4.0 \u0111\u00e3 v\u00e0 \u0111ang ch\u1ee9ng minh s\u1ef1 ti\u1ec1m n\u0103ng, c<\/span>\u00e1c c\u01a1 h\u1ed9i m\u00e0 <\/span>n\u00f3 c\u00f3 th\u1ec3 \u0111em l\u1ea1i cho con ng\u01b0\u1eddi <\/span>l\u00e0 v\u00f4 t\u1eadn.\u00a0<\/span><\/p>\n

L\u1ecbch s\u1eed cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0<\/b><\/h2>\n

K\u1ec3 t\u1eeb nh\u1eefng n\u0103m 1800, th\u1ebf gi\u1edbi \u0111\u00e3 v\u00e0 \u0111ang tr\u1ea3i qua b\u1ed1n cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p: c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n \u0111\u1ea7u ti\u00ean (c\u00e1ch m\u1ea1ng 1.0); c\u00e1ch m\u1ea1ng l\u1ea7n th\u1ee9 hai (c\u00e1ch m\u1ea1ng 2.0); c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 ba (c\u00e1ch m\u1ea1ng 3.0) v\u00e0 b\u00e2y gi\u1edd l\u00e0 c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 t\u01b0 (c\u00e1ch m\u1ea1ng 4.0). C\u00e1c cu\u1ed9c c\u00e1ch m\u1ea1ng \u0111\u1ec1u \u0111\u00e3 v\u00e0 \u0111ang \u0111\u1ea1t \u0111\u01b0\u1ee3c nh\u1eefng th\u00e0nh t\u1ef1u nh\u1ea5t \u0111\u1ecbnh.<\/span><\/p>\n

\"Th\u00f4ng<\/p>\n

Th\u00f4ng qua l\u1ecbch s\u1eed ph\u00e1t tri\u1ec3n, c\u00f3 th\u1ec3 th\u1ea5y c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 \u0111\u1ea7y ti\u1ec1m n\u0103ng v\u00e0 c\u01a1 h\u1ed9i<\/p>\n<\/div>\n

    \n
  • Cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p \u0111\u1ea7u ti\u00ean<\/span><\/li>\n<\/ul>\n

    C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p \u0111\u1ea7u ti\u00ean (c\u00e1ch m\u1ea1ng c\u01a1 kh\u00ed):\u00a0B\u1eaft \u0111\u1ea7u t\u1eeb cu\u1ed1i th\u1ebf k\u1ef7 18 \u1edf Anh, cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 1.0 \u0111\u00e3 gi\u00fap con ng\u01b0\u1eddi s\u1ea3n xu\u1ea5t h\u00e0ng lo\u1ea1t b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng n\u0103ng l\u01b0\u1ee3ng n\u01b0\u1edbc v\u00e0 h\u01a1i n\u01b0\u1edbc thay v\u00ec s\u1ee9c lao \u0111\u1ed9ng c\u1ee7a con ng\u01b0\u1eddi, \u0111\u1ed9ng v\u1eadt thu\u1ea7n t\u00fay.\u00a0C\u00e1c s\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c ch\u1ebf t\u1ea1o b\u1eb1ng m\u00e1y m\u00f3c thay v\u00ec s\u1ea3n xu\u1ea5t th\u1ee7 c\u00f4ng m\u1ed9t c\u00e1ch t\u1ec9 m\u1ec9.<\/span><\/p>\n

      \n
    • Cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 hai<\/span><\/li>\n<\/ul>\n

      M\u1ed9t th\u1ebf k\u1ef7 sau, cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 hai \u0111\u00e3 ph\u00e1t tri\u1ec3n d\u00e2y chuy\u1ec1n l\u1eafp r\u00e1p v\u00e0 kh\u00e1m ph\u00e1 ra c\u00e1c ngu\u1ed3n n\u0103ng l\u01b0\u1ee3ng m\u1edbi nh\u01b0 c\u00e1c d\u1ea7u m\u1ecf, kh\u00ed \u0111\u1ed1t v\u00e0 th\u1ee7y \u0111i\u1ec7n.\u00a0Nh\u1eefng ngu\u1ed3n n\u0103ng l\u01b0\u1ee3ng m\u1edbi n\u00e0y, c\u00f9ng v\u1edbi c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n li\u00ean l\u1ea1c ti\u00ean ti\u1ebfn h\u01a1n qua \u0111i\u1ec7n tho\u1ea1i v\u00e0 \u0111i\u1ec7n b\u00e1o, \u0111\u00e3 d\u1eabn \u0111\u1ebfn qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t h\u00e0ng lo\u1ea1t v\u00e0 m\u1ed9t s\u1ed1 m\u1ee9c \u0111\u1ed9 t\u1ef1 \u0111\u1ed9ng h\u00f3a cho c\u00e1c quy tr\u00ecnh s\u1ea3n xu\u1ea5t.<\/span><\/p>\n

        \n
      • Cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 ba<\/span><\/li>\n<\/ul>\n

        Cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 ba, b\u1eaft \u0111\u1ea7u v\u00e0o gi\u1eefa th\u1ebf k\u1ef7 20 \u2013 nh\u1eefng n\u0103m 1970 v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a m\u00e1y t\u00ednh, chip v\u00e0 ph\u1ea7n m\u1ec1m \u0111\u00e3 \u0111\u01b0a t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0o s\u1ea3n xu\u1ea5t c\u00f4ng nghi\u1ec7p. Qu\u00e1 tr\u00ecnh s\u1ed1 h\u00f3a, t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c nh\u00e0 m\u00e1y b\u1eaft \u0111\u1ea7u b\u1eb1ng c\u00e1ch nh\u00fang c\u00e1c b\u1ed9 \u0111i\u1ec1u khi\u1ec3n logic (PLC) v\u00e0o m\u00e1y m\u00f3c \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a m\u1ed9t s\u1ed1 quy tr\u00ecnh c\u0169ng nh\u01b0 thu th\u1eadp v\u00e0 chia s\u1ebb d\u1eef li\u1ec7u.\u00a0<\/span><\/p>\n

          \n
        • Cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p l\u1ea7n th\u1ee9 t\u01b0<\/span><\/li>\n<\/ul>\n

          C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 ra \u0111\u1eddi n\u0103m n\u00e0o? C\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 b\u1eaft \u0111\u1ea7u k\u1ec3 n\u0103m 2010 v\u00e0 v\u1eabn \u0111ang trong qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n. Trong giai \u0111o\u1ea1n n\u00e0y c\u1ee7a cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0, c\u00e1c nh\u00e0 m\u00e1y th\u00f4ng minh \u0111\u00e3 xu\u1ea5t hi\u1ec7n, cung c\u1ea5p nhi\u1ec1u quy\u1ec1n t\u1ef1 \u0111\u1ed9ng v\u00e0 t\u1ef1 ch\u1ee7 h\u01a1n cho doanh nghi\u1ec7p.\u00a0\u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y v\u00e0 c\u00e1c ti\u1ebfn b\u1ed9 kh\u00e1c \u0111\u00e3 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t, gi\u00fap quy tr\u00ecnh s\u1ea3n xu\u1ea5t tr\u1edf n\u00ean nhanh nh\u1eb9n, hi\u1ec7u qu\u1ea3 v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed h\u01a1n. T\u00ednh linh ho\u1ea1t \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n \u0111\u1ec3 c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng t\u1ed1t h\u01a1n nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng t\u00f9y ch\u1ec9nh h\u00e0ng lo\u1ea1t. B\u1eb1ng c\u00e1ch thu th\u1eadp th\u00eam d\u1eef li\u1ec7u t\u1eeb nh\u00e0 m\u00e1y v\u00e0 k\u1ebft h\u1ee3p d\u1eef li\u1ec7u \u0111\u00f3 v\u1edbi d\u1eef li\u1ec7u ho\u1ea1t \u0111\u1ed9ng kh\u00e1c c\u1ee7a doanh nghi\u1ec7p, m\u1ed9t nh\u00e0 m\u00e1y th\u00f4ng minh c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c s\u1ef1 minh b\u1ea1ch th\u00f4ng tin v\u00e0 c\u00e1c quy\u1ebft \u0111\u1ecbnh t\u1ed1t h\u01a1n.\u00a0<\/span><\/p>\n

          L\u1ee3i \u00edch c\u1ee7a \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7 4.0 trong doanh nghi\u1ec7p<\/b><\/h2>\n

          T\u00edch h\u1ee3p c\u00e1c c\u00f4ng ngh\u1ec7 4.0 v\u00e0o quy tr\u00ecnh s\u1ea3n xu\u1ea5t \u0111em l\u1ea1i nhi\u1ec1u l\u1ee3i \u00edch cho c\u00e1c doanh nghi\u1ec7p nh\u01b0:<\/span><\/p>\n

            \n
          • S\u1eed d\u1ee5ng d\u1eef li\u1ec7u v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u1ec3 ki\u1ec3m so\u00e1t ch\u1eb7t ch\u1ebd c\u00e1c kh\u00e2u s\u1ea3n xu\u1ea5t nh\u1eb1m t\u1ea1o ra c\u00e1c s\u1ea3n ph\u1ea9m c\u00f3 ch\u1ea5t l\u01b0\u1ee3ng t\u1ed1t h\u01a1n, \u00edt l\u1ed7i t\u1ed5ng th\u1ec3 h\u01a1n<\/span><\/li>\n
          • C\u00f4ng nghi\u1ec7p 4.0 gi\u00fap c\u00e1c doanh nghi\u1ec7p c\u1ea3i thi\u1ec7n vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh trong t\u01b0\u01a1ng lai.\u00a0T\u1eeb d\u1ef1 b\u00e1o nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng, d\u1ef1 \u0111o\u00e1n b\u1ea3o tr\u00ec cho m\u00e1y m\u00f3c, \u2026 c\u00e1c c\u00f4ng ngh\u1ec7 4.0 \u0111\u00e3 v\u00e0 \u0111ang gi\u00fap doanh nghi\u1ec7p qu\u1ea3n l\u00fd r\u1ee7i ro hi\u1ec7u qu\u1ea3 h\u01a1n<\/span><\/li>\n
          • C\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng c\u00e1c c\u00f4ng ngh\u1ec7 trong n\u1ec1n c\u00f4ng ngh\u1ec7 4.0 \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a, gi\u00fap n\u00e2ng cao n\u0103ng su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 nh\u1edd ph\u00e2n b\u1ed5 ngu\u1ed3n l\u1ef1c t\u1ed1t h\u01a1n, l\u00e0m \u0111\u01b0\u1ee3c nhi\u1ec1u vi\u1ec7c h\u01a1n v\u1edbi \u00edt chi ph\u00ed h\u01a1n\u00a0<\/span><\/li>\n
          • C\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u c\u1ea3m bi\u1ebfn \u0111\u1ec3 ki\u1ec3m tra c\u00e1c quy tr\u00ecnh s\u1ea3n xu\u1ea5t tr\u00ean to\u00e0n b\u1ed9 ph\u00e2n x\u01b0\u1edfng trong th\u1eddi gian th\u1ef1c v\u00e0 so s\u00e1nh n\u00f3 v\u1edbi m\u1ed9t b\u1ea3n sao k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ec3 x\u00e1c \u0111\u1ecbnh ph\u1ea1m vi c\u1ea3i ti\u1ebfn.<\/span><\/li>\n
          • C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 theo d\u00f5i t\u00ecnh tr\u1ea1ng c\u1ee7a c\u00e1c m\u00e1y b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c c\u1ea3m bi\u1ebfn \u0111\u1ec3 ph\u00e1t hi\u1ec7n h\u1ecfng h\u00f3c v\u00e0 th\u1ef1c hi\u1ec7n c\u00e1c bi\u1ec7n ph\u00e1p ph\u00f2ng ng\u1eeba\/kh\u1eafc ph\u1ee5c\u00a0<\/span><\/li>\n<\/ul>\n
            \"\u00c1p<\/p>\n

            \u00c1p d\u1ee5ng c\u00f4ng ngh\u1ec7 4.0 v\u00e0o s\u1ea3n xu\u1ea5t gi\u00fap doanh nghi\u1ec7p n\u00e2ng cao hi\u1ec7u su\u1ea5t, n\u0103ng su\u1ea5t c\u00f4ng vi\u1ec7c<\/p>\n<\/div>\n

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            • Trong th\u1eddi k\u1ef3 c\u00f4ng ngh\u1ec7 4.0, c\u00e1c nh\u00e0 m\u00e1y th\u00f4ng minh \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi nhau, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho vi\u1ec7c giao ti\u1ebfp, k\u1ebft n\u1ed1i gi\u1eefa c\u00e1c m\u00e1y, c\u1ea3i thi\u1ec7n s\u1ef1 h\u1ee3p t\u00e1c gi\u1eefa c\u00e1c quy tr\u00ecnh kinh doanh v\u00e0 d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t.<\/span><\/li>\n
            • Cung c\u1ea5p d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c \u0111\u1ec3 doanh nghi\u1ec7p d\u1ec5 d\u00e0ng theo d\u00f5i, qu\u1ea3n l\u00fd<\/span><\/li>\n
            • Kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t v\u00e0 b\u1ea3o tr\u00ec n\u00e2ng cao s\u1ebd cho ph\u00e9p ho\u1ea1t \u0111\u1ed9ng kinh doanh di\u1ec5n ra li\u00ean t\u1ee5c h\u01a1n<\/span><\/li>\n
            • Gi\u00e1m s\u00e1t theo th\u1eddi gian th\u1ef1c, c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng nh\u1edd IoT v\u00e0 robot c\u1ed9ng t\u00e1c, t\u1ea1o ra c\u00e1c s\u1ea3n ph\u1ea9m c\u00f3 ch\u1ea5t l\u01b0\u1ee3ng cao h\u01a1n, \u00edt l\u1ed7i h\u01a1n<\/span><\/li>\n
            • D\u00e0nh \u0111\u01b0\u1ee3c l\u00f2ng tin v\u00e0 s\u1ef1 trung th\u00e0nh c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng hi\u1ec7n \u0111\u1ea1i v\u1edbi c\u00e1c t\u01b0\u01a1ng t\u00e1c \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a<\/span><\/li>\n
            • D\u1ef1a tr\u00ean c\u00e1c d\u1eef li\u1ec7u, d\u1ef1 \u0111o\u00e1n b\u1ea3o tr\u00ec \u0111\u01b0a ra c\u00e1c d\u1ef1 \u0111o\u00e1n v\u1ec1 c\u00e1c b\u1ed9 ph\u1eadn, c\u00f4ng c\u1ee5 s\u1eafp \u0111\u1ebfn th\u1eddi gian thay th\u1ebf, b\u1ea3o h\u00e0nh, \u2026 \u0111\u1ec3 doanh nghi\u1ec7p c\u00f3 k\u1ebf ho\u1ea1ch thay th\u1ebf tr\u01b0\u1edbc. Vi\u1ec7c s\u1eed d\u1ee5ng d\u1ef1 \u0111o\u00e1n b\u1ea3o tr\u00ec gi\u00fap c\u00e1c doanh nghi\u1ec7p gi\u1ea3m th\u1eddi gian ch\u1ebft, t\u1ed5n th\u1ea5t t\u00e0i ch\u00ednh do c\u00e1c b\u1ed9 ph\u1eadn h\u1ecfng h\u00f3c kh\u00f4ng k\u1ecbp thay th\u1ebf.<\/span><\/li>\n<\/ul>\n

              Th\u00e1ch th\u1ee9c c\u1ee7a doanh nghi\u1ec7p khi tri\u1ec3n khai c\u00f4ng ngh\u1ec7 4.0<\/b><\/h2>\n

              Nh\u1eefng thay \u0111\u1ed5i l\u1edbn v\u1ec1 quy tr\u00ecnh v\u00e0 h\u1ec7 th\u1ed1ng \u0111\u1ed3ng ngh\u0129a v\u1edbi vi\u1ec7c c\u00f3 r\u1ea5t nhi\u1ec1u th\u00e1ch th\u1ee9c m\u00e0 c\u00e1c doanh nghi\u1ec7p ph\u1ea3i \u0111\u1ed1i m\u1eb7t khi \u00e1p d\u1ee5ng c\u00f4ng nghi\u1ec7p 4.0:<\/span><\/p>\n

                \n
              • Kho\u1ea3ng c\u00e1ch v\u1ec1 k\u1ef9 n\u0103ng, chuy\u00ean m\u00f4n k\u1ef9 thu\u1eadt: T\u00ecm ki\u1ebfm c\u00e1c k\u1ef9 n\u0103ng, chuy\u00ean m\u00f4n ph\u00f9 h\u1ee3p \u0111\u1ec3 th\u00fac \u0111\u1ea9y qu\u00e1 tr\u00ecnh \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 4.0.\u00a0Tuy\u1ec3n d\u1ee5ng nh\u00e2n vi\u00ean c\u00f3 ki\u1ebfn \u200b\u200bth\u1ee9c v\u1ec1 c\u00f4ng ngh\u1ec7 k\u1ef9 thu\u1eadt s\u1ed1 ho\u1eb7c n\u00e2ng cao k\u1ef9 n\u0103ng cho \u0111\u1ed9i ng\u0169 hi\u1ec7n t\u1ea1i c\u1ee7a b\u1ea1n \u0111\u00f2i h\u1ecfi m\u1ed9t kho\u1ea3n \u0111\u1ea7u t\u01b0 l\u1edbn v\u00e0 c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c c\u1ee7a doanh nghi\u1ec7p<\/span><\/li>\n
              • S\u1ef1 \u201cnh\u1ea1y c\u1ea3m\u201d c\u1ee7a d\u1eef li\u1ec7u:\u00a0S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 4.0 c\u0169ng d\u1eabn \u0111\u1ebfn m\u1ed1i lo ng\u1ea1i ng\u00e0y c\u00e0ng t\u0103ng v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0, quy\u1ec1n s\u1edf h\u1eefu v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u, \u2026\u00a0M\u1ed9t v\u00ed d\u1ee5 ph\u1ed5 bi\u1ebfn?\u00a0\u0110\u1ec3 tri\u1ec3n khai th\u00e0nh c\u00f4ng m\u1ed9t thu\u1eadt to\u00e1n AI, c\u1ea7n c\u00f3 d\u1eef li\u1ec7u \u0111\u1ec3 hu\u1ea5n luy\u1ec7n v\u00e0 ki\u1ec3m tra thu\u1eadt to\u00e1n \u0111\u00f3.\u00a0\u0110\u1ec3 \u0111i\u1ec1u n\u00e0y x\u1ea3y ra, d\u1eef li\u1ec7u ph\u1ea3i \u0111\u01b0\u1ee3c chia s\u1ebb.\u00a0Tuy nhi\u00ean, nhi\u1ec1u c\u00f4ng ty kh\u00f4ng mu\u1ed1n chia s\u1ebb d\u1eef li\u1ec7u c\u1ee7a h\u1ecd v\u1edbi c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n gi\u1ea3i ph\u00e1p b\u00ean th\u1ee9 ba.\u00a0H\u01a1n n\u1eefa, c\u00e1c ch\u00ednh s\u00e1ch qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u hi\u1ec7n t\u1ea1i l\u00e0 kh\u00f4ng \u0111\u1ee7 \u0111\u1ec3 h\u1ed7 tr\u1ee3 chia s\u1ebb d\u1eef li\u1ec7u gi\u1eefa c\u00e1c t\u1ed5 ch\u1ee9c.\u00a0<\/span><\/li>\n<\/ul>\n
                \"C\u00f4ng<\/p>\n

                C\u00f4ng ngh\u1ec7 4.0 m\u1edf ra nhi\u1ec1u c\u01a1 h\u1ed9i nh\u01b0ng c\u0169ng \u0111\u1ea7y th\u00e1ch th\u1ee9c \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p<\/p>\n<\/div>\n

                  \n
                • B\u1ea3o m\u1eadt:\u00a0C\u00e1c m\u1ed1i \u0111e d\u1ecda v\u1ec1 c\u00e1c l\u1ed7 h\u1ed5ng xu\u1ea5t hi\u1ec7n trong nh\u00e0 m\u00e1y l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c \u0111\u00e1ng k\u1ec3 \u0111\u1ed1i v\u1edbi c\u00e1c doanh nghi\u1ec7p.\u00a0C\u00e1c h\u1ec7 th\u1ed1ng v\u1eadt l\u00fd v\u00e0 k\u1ef9 thu\u1eadt s\u1ed1 t\u1ea1o n\u00ean c\u00e1c nh\u00e0 m\u00e1y th\u00f4ng minh gi\u00fap kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c trong th\u1eddi gian th\u1ef1c tr\u1edf n\u00ean kh\u1ea3 thi. Tuy nhi\u00ean, n\u00f3 \u0111i k\u00e8m v\u1edbi nguy c\u01a1 b\u1ecb t\u1ea5n c\u00f4ng m\u1edf r\u1ed9ng.\u00a0Khi nhi\u1ec1u m\u00e1y m\u00f3c v\u00e0 thi\u1ebft b\u1ecb \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi m\u1ea1ng trong m\u1ed9t nh\u00e0 m\u00e1y th\u00f4ng minh, ch\u1ec9 c\u1ea7n l\u1ed7 h\u1ed5ng c\u1ee7a m\u1ed9t thi\u1ebft b\u1ecb xu\u1ea5t hi\u1ec7n, n\u00f3 c\u00f3 th\u1ec3 khi\u1ebfn c\u1ea3 h\u1ec7 th\u1ed1ng b\u1ecb t\u1ea5n c\u00f4ng.\u00a0\u0110\u1ec3 gi\u00fap gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y, c\u00e1c c\u00f4ng ty c\u1ea7n l\u01b0\u1eddng tr\u01b0\u1edbc c\u00e1c l\u1ed7 h\u1ed5ng h\u1ec7 th\u1ed1ng v\u00e0 l\u1ed7 h\u1ed5ng v\u1eadn h\u00e0nh m\u00e1y m\u00f3c \u0111\u1ec3 c\u00f3 c\u00e1c ph\u01b0\u01a1ng \u00e1n gi\u1ea3i quy\u1ebft nhanh ch\u00f3ng<\/span><\/li>\n
                • X\u1eed l\u00fd d\u1eef li\u1ec7u:\u00a0Khi c\u00e1c c\u00f4ng ty ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c s\u1eed d\u1ee5ng AI, h\u1ecd s\u1ebd ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi nhi\u1ec1u lo\u1ea1i d\u1eef li\u1ec7u h\u01a1n, \u0111\u01b0\u1ee3c t\u1ea1o ra v\u1edbi t\u1ed1c \u0111\u1ed9 nhanh h\u01a1n v\u00e0 \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y \u1edf nhi\u1ec1u \u0111\u1ecbnh d\u1ea1ng.\u00a0\u0110\u1ec3 v\u01b0\u1ee3t qua l\u01b0\u1ee3ng d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 n\u00e0y, c\u00e1c thu\u1eadt to\u00e1n AI c\u1ea7n ph\u1ea3i \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ec5 hi\u1ec3u h\u01a1n v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng k\u1ebft h\u1ee3p v\u1edbi c\u00e1c lo\u1ea1i d\u1eef li\u1ec7u kh\u00e1c.\u00a0<\/span><\/li>\n<\/ul>\n

                  C\u00f4ng nghi\u1ec7p 4.0 l\u00e0 m\u1ed9t giai \u0111o\u1ea1n m\u1edbi c\u1ee7a cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p, nh\u1ea5n m\u1ea1nh v\u00e0o kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i, t\u1ef1 \u0111\u1ed9ng h\u00f3a, m\u00e1y h\u1ecdc v\u00e0 d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c.\u00a0C\u00f4ng nghi\u1ec7p 4.0 k\u1ebft h\u1ee3p c\u00e1c c\u00f4ng ngh\u1ec7 IoT, d\u1eef li\u1ec7u l\u1edbn, \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, \u2026 \u00e1p d\u1ee5ng v\u00e0o c\u00e1c quy tr\u00ecnh s\u1ea3n xu\u1ea5t trong nh\u00e0 m\u00e1y \u0111\u1ec3 t\u1ea1o ra m\u1ed9t h\u1ec7 sinh th\u00e1i to\u00e0n di\u1ec7n v\u00e0 k\u1ebft n\u1ed1i t\u1ed1t h\u01a1n cho c\u00e1c doanh nghi\u1ec7p s\u1ea3n xu\u1ea5t.<\/span><\/p>\n

                  B\u00e0i vi\u1ebft li\u00ean quan:<\/strong><\/em><\/p>\n

                  Kinh doanh c\u00f4ng ngh\u1ec7 4.0 \u2013 Gi\u1ea3i ph\u00e1p chuy\u1ec3n \u0111\u1ed5i s\u1ed1 hi\u1ec7u qu\u1ea3 cho doanh nghi\u1ec7p<\/strong><\/em><\/p>\n

                  3 c\u00f4ng ngh\u1ec7 4.0 tr\u1ee5 c\u1ed9t c\u1ee7a cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0<\/strong><\/em><\/p>\n

                  \u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 4.0 trong th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed Vi\u1ec7t Nam<\/strong><\/em><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

                  C\u00f4ng nghi\u1ec7p 4.0 l\u00e0 m\u1ed9t giai \u0111o\u1ea1n m\u1edbi c\u1ee7a cu\u1ed9c C\u00e1ch m\u1ea1ng C\u00f4ng nghi\u1ec7p, n\u00f3 nh\u1ea5n m\u1ea1nh v\u00e0o kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i, t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 chia s\u1ebb d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c.\u00a0T\u1eeb l\u1ecbch s\u1eed h\u00ecnh th\u00e0nh v\u00e0 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00e1c cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p, c\u00f3 th\u1ec3 th\u1ea5y c\u00f4ng ngh\u1ec7 4.0 \u0111\u00e3 v\u00e0 \u0111ang ch\u1ee9ng minh s\u1ef1 ti\u1ec1m n\u0103ng, c<\/span>\u00e1c c\u01a1 h\u1ed9i m\u00e0 <\/span>n\u00f3 c\u00f3 th\u1ec3 \u0111em l\u1ea1i cho con ng\u01b0\u1eddi <\/span>l\u00e0 v\u00f4 t\u1eadn.\u00a0<\/span><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[191],"tags":[],"_links":{"self":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/posts\/57263"}],"collection":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/comments?post=57263"}],"version-history":[{"count":0,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/posts\/57263\/revisions"}],"wp:attachment":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/media?parent=57263"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/categories?post=57263"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/tags?post=57263"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}