{"id":7882,"date":"2026-06-29T09:50:00","date_gmt":"2026-06-29T01:50:00","guid":{"rendered":"https:\/\/www.jodoo.com\/blog\/?p=7882"},"modified":"2026-07-13T10:40:16","modified_gmt":"2026-07-13T02:40:16","slug":"nha-may-thong-minh","status":"publish","type":"post","link":"https:\/\/www.jodoo.com\/blog\/vi-vn\/smart-factory","title":{"rendered":"Nh\u00e0 m\u00e1y th\u00f4ng minh: \u00dd ngh\u0129a v\u00e0 c\u00e1ch c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u chuy\u1ec3n \u0111\u1ed5i s\u1ed1"},"content":{"rendered":"

<\/span>Gi\u1edbi thi\u1ec7u: Nh\u00e0 m\u00e1y th\u00f4ng minh th\u1ef1c s\u1ef1 c\u00f3 \u00fd ngh\u0129a g\u00ec \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t hi\u1ec7n \u0111\u1ea1i<\/span><\/h2>\n\n\n\n

Nhi\u1ec1u nh\u00e0 s\u1ea3n xu\u1ea5t v\u1eabn m\u1ea5t h\u00e0ng gi\u1edd m\u1ed7i tu\u1ea7n \u0111\u1ec3 theo \u0111u\u1ed5i h\u1ed3 s\u01a1 gi\u1ea5y t\u1edd, \u0111\u1ed1i chi\u1ebfu c\u00e1c phi\u00ean b\u1ea3n b\u1ea3ng t\u00ednh ho\u1eb7c ch\u1edd \u0111\u1ee3i c\u1eadp nh\u1eadt t\u1eeb x\u01b0\u1edfng s\u1ea3n xu\u1ea5t. \u0110\u00f3 l\u00e0 m\u1ed9t v\u1ea5n \u0111\u1ec1 t\u1ed1n k\u00e9m khi ngay c\u1ea3 nh\u1eefng s\u1ef1 ch\u1eadm tr\u1ec5 nh\u1ecf c\u0169ng c\u00f3 th\u1ec3 l\u00e0m gi\u1ea3m s\u1ea3n l\u01b0\u1ee3ng, l\u00e0m ch\u1eadm ph\u1ea3n h\u1ed3i \u0111\u1ed1i v\u1edbi c\u00e1c l\u1ed7i v\u00e0 l\u00e0m suy y\u1ebfu kh\u1ea3 n\u0103ng giao h\u00e0ng \u0111\u00fang h\u1ea1n. Tr\u00ean th\u1ef1c t\u1ebf, m\u1ed9t nh\u00e0 m\u00e1y th\u00f4ng minh<\/a><\/strong> \u0110\u00e2y kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t nh\u00e0 m\u00e1y ho\u00e0n to\u00e0n kh\u00f4ng ng\u01b0\u1eddi l\u00e1i v\u1edbi \u0111\u1ea7y nh\u1eefng robot \u0111\u1eaft ti\u1ec1n. \u0110\u00e2y l\u00e0 m\u1ed9t nh\u00e0 m\u00e1y n\u01a1i con ng\u01b0\u1eddi, quy tr\u00ecnh v\u00e0 d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i \u0111\u1ee7 t\u1ed1t \u0111\u1ec3 h\u1ed7 tr\u1ee3 vi\u1ec7c \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nhanh h\u01a1n v\u00e0 nh\u1ea5t qu\u00e1n h\u01a1n.<\/p>\n\n\n\n

\u0110\u1ed1i v\u1edbi c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o v\u1eadn h\u00e0nh, s\u1ea3n xu\u1ea5t, nh\u00e0 m\u00e1y v\u00e0 CNTT, s\u1ea3n xu\u1ea5t th\u00f4ng minh th\u01b0\u1eddng kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a ho\u00e0n to\u00e0n m\u00e0 c\u00f2n l\u00e0 vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t nh\u00e0 m\u00e1y k\u1ebft n\u1ed1i t\u1eebng b\u01b0\u1edbc m\u1ed9t. M\u1ed9t nh\u00e0 m\u00e1y k\u1ef9 thu\u1eadt s\u1ed1 b\u1eaft \u0111\u1ea7u khi d\u1eef li\u1ec7u tuy\u1ebfn \u0111\u1ea7u \u0111\u01b0\u1ee3c thu th\u1eadp ch\u00ednh x\u00e1c, quy tr\u00ecnh l\u00e0m vi\u1ec7c di\u1ec5n ra su\u00f4n s\u1ebb m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p th\u1ee7 c\u00f4ng, v\u00e0 ng\u01b0\u1eddi qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n v\u1ea5n \u0111\u1ec1 s\u1edbm thay v\u00ec ch\u1ec9 sau khi ca l\u00e0m vi\u1ec7c k\u1ebft th\u00fac. \u0110\u00f3 m\u1edbi l\u00e0 gi\u00e1 tr\u1ecb th\u1ef1c s\u1ef1: kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb t\u1ed1t h\u01a1n, th\u1eddi gian ph\u1ea3n h\u1ed3i ng\u1eafn h\u01a1n v\u00e0 ki\u1ec3m so\u00e1t ch\u1eb7t ch\u1ebd h\u01a1n tr\u00ean to\u00e0n b\u1ed9 qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t, ch\u1ea5t l\u01b0\u1ee3ng, b\u1ea3o tr\u00ec v\u00e0 t\u1ed3n kho.<\/p>\n\n\n\n

B\u00e0i vi\u1ebft n\u00e0y chia h\u00e0nh tr\u00ecnh \u0111\u00f3 th\u00e0nh c\u00e1c giai \u0111o\u1ea1n th\u1ef1c ti\u1ec5n. \u0110\u1ea7u ti\u00ean, ch\u00fang ta s\u1ebd \u0111\u1ecbnh ngh\u0129a c\u00e1c y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i c\u1ee7a m\u1ed9t m\u00f4i tr\u01b0\u1eddng s\u1ea3n xu\u1ea5t th\u00f4ng minh, sau \u0111\u00f3 xem x\u00e9t nh\u1eefng \u0111i\u1ec3m m\u00e0 qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong nh\u00e0 m\u00e1y th\u01b0\u1eddng b\u1ecb m\u1eafc k\u1eb9t, v\u00e0 cu\u1ed1i c\u00f9ng l\u00e0 ph\u00e1c th\u1ea3o c\u00e1ch c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u v\u1edbi c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c k\u1ef9 thu\u1eadt s\u1ed1 t\u1eadp trung v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 t\u1eeb \u0111\u00f3.<\/p>\n\n\n\n

<\/span>C\u00e1c y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i c\u1ea5u th\u00e0nh n\u00ean m\u00f4i tr\u01b0\u1eddng s\u1ea3n xu\u1ea5t th\u00f4ng minh<\/span><\/h2>\n\n\n\n

<\/span>C\u00e1c h\u1ec7 th\u1ed1ng k\u1ebft n\u1ed1i t\u1ea1o n\u00ean m\u1ed9t x\u01b0\u01a1ng s\u1ed1ng k\u1ef9 thu\u1eadt s\u1ed1 h\u1eefu d\u1ee5ng.<\/span><\/h3>\n\n\n\n

A m\u00f4i tr\u01b0\u1eddng s\u1ea3n xu\u1ea5t th\u00f4ng minh<\/a><\/strong> b\u1eaft \u0111\u1ea7u v\u1edbi th\u00f4ng tin li\u00ean k\u1ebft<\/strong>, Kh\u00f4ng ph\u1ea3i v\u1edbi ph\u1ea7n c\u1ee9ng t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u1eaft ti\u1ec1n. Trong m\u1ed9t nh\u00e0 m\u00e1y C\u00f4ng nghi\u1ec7p 4.0 ho\u1ea1t \u0111\u1ed9ng hi\u1ec7u qu\u1ea3, d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t, h\u1ed3 s\u01a1 ch\u1ea5t l\u01b0\u1ee3ng, c\u1eadp nh\u1eadt b\u1ea3o tr\u00ec, t\u00ecnh tr\u1ea1ng t\u1ed3n kho v\u00e0 b\u00e1o c\u00e1o ca l\u00e0m vi\u1ec7c n\u00ean \u0111\u01b0\u1ee3c truy\u1ec1n t\u1ea3i qua c\u00e1c h\u1ec7 th\u1ed1ng li\u00ean k\u1ebft thay v\u00ec b\u1ecb m\u1eafc k\u1eb9t trong c\u00e1c t\u1eadp tin gi\u1ea5y ho\u1eb7c b\u1ea3ng t\u00ednh ri\u00eang bi\u1ec7t. \u0110i\u1ec1u \u0111\u00f3 kh\u00f4ng c\u00f3 ngh\u0129a l\u00e0 m\u1ecdi m\u00e1y m\u00f3c ph\u1ea3i \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p ho\u00e0n to\u00e0n ngay t\u1eeb ng\u00e0y \u0111\u1ea7u ti\u00ean. \u0110i\u1ec1u \u0111\u00f3 c\u00f3 ngh\u0129a l\u00e0 nh\u00e0 m\u00e1y k\u1ebft n\u1ed1i c\u1ea7n c\u00f3 m\u1ed9t c\u00e1ch \u0111\u00e1ng tin c\u1eady \u0111\u1ec3 thu th\u1eadp, chia s\u1ebb v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u v\u1eadn h\u00e0nh gi\u1eefa c\u00e1c nh\u00f3m.<\/p>\n\n\n\n

Tr\u00ean th\u1ef1c t\u1ebf, \u0111i\u1ec1u n\u00e0y th\u01b0\u1eddng b\u1eaft \u0111\u1ea7u b\u1eb1ng vi\u1ec7c li\u00ean k\u1ebft c\u00e1c h\u1ec7 th\u1ed1ng m\u00e0 nh\u00e0 s\u1ea3n xu\u1ea5t \u0111\u00e3 s\u1eed d\u1ee5ng. M\u1ed9t h\u1ec7 th\u1ed1ng ERP c\u00f3 th\u1ec3 l\u01b0u tr\u1eef c\u00e1c \u0111\u01a1n \u0111\u1eb7t h\u00e0ng s\u1ea3n xu\u1ea5t v\u00e0 d\u1eef li\u1ec7u v\u1eadt li\u1ec7u, trong khi m\u1ed9t c\u00f4ng c\u1ee5 b\u1ea3o tr\u00ec theo d\u00f5i l\u1ecbch s\u1eed thi\u1ebft b\u1ecb v\u00e0 m\u1ed9t nh\u00f3m ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng ghi l\u1ea1i k\u1ebft qu\u1ea3 ki\u1ec3m tra. Nh\u00e0 m\u00e1y k\u1ef9 thu\u1eadt s\u1ed1 tr\u1edf n\u00ean h\u1eefu \u00edch khi c\u00e1c b\u1ea3n ghi n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u1ed3ng b\u1ed9 h\u00f3a xung quanh c\u00f9ng m\u1ed9t c\u00f4ng vi\u1ec7c, l\u00f4 h\u00e0ng, d\u00e2y chuy\u1ec1n ho\u1eb7c t\u00e0i s\u1ea3n, \u0111\u1ec3 ng\u01b0\u1eddi gi\u00e1m s\u00e1t kh\u00f4ng ph\u1ea3i \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean ba phi\u00ean b\u1ea3n th\u00f4ng tin kh\u00e1c nhau. <\/p>\n\n\n\n

<\/span>Thu th\u1eadp d\u1eef li\u1ec7u di \u0111\u1ed9ng \u0111\u01b0a ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t v\u00e0o h\u1ec7 th\u1ed1ng.<\/span><\/h3>\n\n\n\n

S\u1ed1 h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t th\u01b0\u1eddng b\u1eaft \u0111\u1ea7u t\u1eeb n\u01a1i c\u00f4ng vi\u1ec7c di\u1ec5n ra: t\u1ea1i m\u00e1y m\u00f3c, d\u00e2y chuy\u1ec1n, l\u1ed1i \u0111i trong kho ho\u1eb7c tr\u1ea1m ki\u1ec3m tra. N\u1ebfu ng\u01b0\u1eddi v\u1eadn h\u00e0nh v\u1eabn ghi ch\u00e9p l\u00fd do ng\u1eebng ho\u1ea1t \u0111\u1ed9ng, s\u1ed1 l\u01b0\u1ee3ng l\u1ed7i, ki\u1ec3m tra s\u1ea3n ph\u1ea9m \u0111\u1ea7u ti\u00ean ho\u1eb7c th\u1eddi gian ho\u00e0n th\u00e0nh chuy\u1ec3n \u0111\u1ed5i tr\u00ean gi\u1ea5y, th\u00ec ngay c\u1ea3 h\u1ec7 th\u1ed1ng b\u00e1o c\u00e1o t\u1ed1t nh\u1ea5t c\u0169ng s\u1ebd b\u1ecb ch\u1eadm tr\u1ec5. Bi\u1ec3u m\u1eabu di \u0111\u1ed9ng, m\u00e1y t\u00ednh b\u1ea3ng, qu\u00e9t m\u00e3 v\u1ea1ch v\u00e0 c\u00e1c thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i \u0111\u01a1n gi\u1ea3n gi\u00fap thu th\u1eadp d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac ngay t\u1ea1i ngu\u1ed3n, gi\u1ea3m thi\u1ec3u s\u1ef1 ch\u1eadm tr\u1ec5 v\u00e0 l\u1ed7i sao ch\u00e9p.<\/p>\n\n\n\n

V\u00ed d\u1ee5, m\u1ed9t nh\u00e0 m\u00e1y \u0111\u00f3ng g\u00f3i c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng danh s\u00e1ch ki\u1ec3m tra tr\u00ean thi\u1ebft b\u1ecb di \u0111\u1ed9ng \u0111\u1ec3 x\u00e1c minh qu\u00e1 tr\u00ecnh kh\u1edfi \u0111\u1ed9ng v\u00e0 ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng h\u00e0ng gi\u1edd. Thay v\u00ec ph\u1ea3i ch\u1edd \u0111\u1ebfn cu\u1ed1i ca \u0111\u1ec3 nh\u1eadn \u0111\u01b0\u1ee3c c\u00e1c bi\u1ec3u m\u1eabu gi\u1ea5y t\u1ea1i v\u0103n ph\u00f2ng, ng\u01b0\u1eddi qu\u1ea3n l\u00fd d\u00e2y chuy\u1ec1n c\u00f3 th\u1ec3 th\u1ea5y ngay l\u1eadp t\u1ee9c c\u00e1c b\u01b0\u1edbc ki\u1ec3m tra b\u1ecb b\u1ecf s\u00f3t ho\u1eb7c c\u00e1c ch\u1ec9 s\u1ed1 b\u1ea5t th\u01b0\u1eddng. \u0110\u00e2y l\u00e0 m\u1ed9t b\u01b0\u1edbc c\u01a1 b\u1ea3n nh\u01b0ng quan tr\u1ecdng trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a nh\u00e0 m\u00e1y: ch\u1ea5t l\u01b0\u1ee3ng \u0111\u1ea7u v\u00e0o t\u1ed1t h\u01a1n s\u1ebd t\u1ea1o ra kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t ho\u1ea1t \u0111\u1ed9ng t\u1ed1t h\u01a1n. Deloitte \u0111\u00e3 l\u01b0u \u00fd r\u1eb1ng kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb theo th\u1eddi gian th\u1ef1c v\u1eabn l\u00e0 m\u1ed9t trong nh\u1eefng \u0111\u1ed9ng l\u1ef1c m\u1ea1nh m\u1ebd nh\u1ea5t th\u00fac \u0111\u1ea9y \u0111\u1ea7u t\u01b0 v\u00e0o s\u1ea3n xu\u1ea5t k\u1ef9 thu\u1eadt s\u1ed1 v\u00ec n\u00f3 r\u00fat ng\u1eafn th\u1eddi gian ph\u1ea3n h\u1ed3i t\u1ea1i d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n

<\/span>Quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a bi\u1ebfn d\u1eef li\u1ec7u th\u00e0nh h\u00e0nh \u0111\u1ed9ng th\u1ef1c t\u1ebf<\/span><\/h3>\n\n\n\n

Vi\u1ec7c thu th\u1eadp d\u1eef li\u1ec7u th\u00f4i l\u00e0 ch\u01b0a \u0111\u1ee7 n\u1ebfu kh\u00f4ng ai bi\u1ebft \u0111i\u1ec1u g\u00ec s\u1ebd x\u1ea3y ra ti\u1ebfp theo. nh\u00e0 m\u00e1y th\u00f4ng minh<\/strong><\/a> nhu c\u1ea7u quy tr\u00ecnh l\u00e0m vi\u1ec7c k\u1ef9 thu\u1eadt s\u1ed1 ti\u00eau chu\u1ea9n h\u00f3a<\/strong> C\u00e1c b\u01b0\u1edbc n\u00e0y x\u00e1c \u0111\u1ecbnh b\u01b0\u1edbc ti\u1ebfp theo khi s\u1ef1 c\u1ed1 ng\u1eebng ho\u1ea1t \u0111\u1ed9ng \u0111\u01b0\u1ee3c ghi nh\u1eadn, ng\u01b0\u1ee1ng l\u1ed7i b\u1ecb v\u01b0\u1ee3t qu\u00e1 ho\u1eb7c t\u00ecnh tr\u1ea1ng thi\u1ebfu nguy\u00ean v\u1eadt li\u1ec7u \u0111\u01b0\u1ee3c b\u00e1o c\u00e1o. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m s\u1ef1 ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c truy\u1ec1n \u0111\u1ea1t th\u00f4ng tin b\u1eb1ng l\u1eddi n\u00f3i v\u00e0 tr\u00ed nh\u1edb c\u00e1 nh\u00e2n, \u0111i\u1ec1u \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng gi\u1eefa c\u00e1c ca l\u00e0m vi\u1ec7c v\u00e0 c\u00e1c b\u1ed9 ph\u1eadn.<\/p>\n\n\n\n

V\u00ed d\u1ee5, khi m\u1ed9t ng\u01b0\u1eddi v\u1eadn h\u00e0nh ghi nh\u1eadn l\u1ed7i si\u1ebft l\u1ef1c l\u1eb7p \u0111i l\u1eb7p l\u1ea1i tr\u00ean d\u00e2y chuy\u1ec1n l\u1eafp r\u00e1p \u0111i\u1ec7n t\u1eed, h\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng chuy\u1ec3n v\u1ea5n \u0111\u1ec1 \u0111\u00f3 \u0111\u1ebfn b\u1ed9 ph\u1eadn ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 k\u1ef9 thu\u1eadt s\u1ea3n xu\u1ea5t, \u0111\u00ednh k\u00e8m th\u00f4ng tin l\u00f4 h\u00e0ng li\u00ean quan v\u00e0 theo d\u00f5i qu\u00e1 tr\u00ecnh kh\u1eafc ph\u1ee5c. C\u1ea5u tr\u00fac quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u00f3 ch\u00ednh l\u00e0 \u0111i\u1ec1u l\u00e0m cho s\u1ea3n xu\u1ea5t th\u00f4ng minh tr\u1edf n\u00ean thi\u1ebft th\u1ef1c ch\u1ee9 kh\u00f4ng ch\u1ec9 l\u00e0 l\u00fd thuy\u1ebft. N\u00f3 t\u1ea1o ra t\u00ednh l\u1eb7p l\u1ea1i, n\u1ec1n t\u1ea3ng v\u1eadn h\u00e0nh c\u1ee7a m\u1ed9t nh\u00e0 m\u00e1y k\u1ebft n\u1ed1i.<\/p>\n\n\n\n

D\u1eef li\u1ec7u sau \u0111\u00f3 di chuy\u1ec3n theo m\u1ed9t chu\u1ed7i \u0111\u01a1n gi\u1ea3n: ng\u01b0\u1eddi v\u1eadn h\u00e0nh v\u00e0 m\u00e1y m\u00f3c t\u1ea1o ra c\u00e1c s\u1ef1 ki\u1ec7n, quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u1ecbnh tuy\u1ebfn c\u00e1c s\u1ef1 ki\u1ec7n \u0111\u00f3 \u0111\u1ebfn \u0111\u00fang ng\u01b0\u1eddi, v\u00e0 b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n chuy\u1ec3n \u0111\u1ed5i c\u00e1c b\u1ea3n ghi k\u1ebft qu\u1ea3 th\u00e0nh c\u00e1c xu h\u01b0\u1edbng hi\u1ec7u su\u1ea5t c\u00f3 th\u1ec3 nh\u00ecn th\u1ea5y. \u0110\u00e2y l\u00e0 c\u00e1ch d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t th\u1eddi gian th\u1ef1c tr\u1edf n\u00ean h\u1eefu \u00edch thay v\u00ec ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 d\u1eef li\u1ec7u c\u00f3 s\u1eb5n. Ng\u01b0\u1eddi gi\u00e1m s\u00e1t c\u00f3 th\u1ec3 xem c\u00e1c s\u1ef1 c\u1ed1 \u0111ang di\u1ec5n ra theo d\u00e2y chuy\u1ec1n, ng\u01b0\u1eddi l\u1eadp k\u1ebf ho\u1ea1ch b\u1ea3o tr\u00ec c\u00f3 th\u1ec3 theo d\u00f5i c\u00e1c l\u1ed7i \u0111\u1ecbnh k\u1ef3 theo t\u1eebng thi\u1ebft b\u1ecb, v\u00e0 ng\u01b0\u1eddi qu\u1ea3n l\u00fd nh\u00e0 m\u00e1y c\u00f3 th\u1ec3 xem x\u00e9t th\u1eddi gian ph\u1ea3n h\u1ed3i theo ca t\u1eeb c\u00f9ng m\u1ed9t lu\u1ed3ng d\u1eef li\u1ec7u k\u1ef9 thu\u1eadt s\u1ed1.<\/p>\n\n\n\n

\"Quy<\/figure>\n\n\n\n

<\/span>C\u1ea3nh b\u00e1o d\u1ef1a tr\u00ean vai tr\u00f2 gi\u00fap r\u00fat ng\u1eafn th\u1eddi gian ph\u1ea3n h\u1ed3i.<\/span><\/h3>\n\n\n\n

A nh\u00e0 m\u00e1y th\u00f4ng minh<\/a><\/strong> c\u0169ng ph\u1ee5 thu\u1ed9c v\u00e0o leo thang k\u1ecbp th\u1eddi<\/strong>. N\u1ebfu m\u1ecdi c\u1ea3nh b\u00e1o \u0111\u1ec1u \u0111\u01b0\u1ee3c g\u1eedi \u0111\u1ebfn t\u1ea5t c\u1ea3 m\u1ecdi ng\u01b0\u1eddi, c\u00e1c nh\u00f3m s\u1ebd b\u1ecf qua ch\u00fang; n\u1ebfu c\u1ea3nh b\u00e1o kh\u00f4ng \u0111\u01b0\u1ee3c g\u1eedi \u0111\u1ebfn ng\u01b0\u1eddi ch\u1ecbu tr\u00e1ch nhi\u1ec7m r\u00f5 r\u00e0ng, c\u00e1c v\u1ea5n \u0111\u1ec1 s\u1ebd kh\u00f4ng \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft. Th\u00f4ng b\u00e1o d\u1ef1a tr\u00ean vai tr\u00f2 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y b\u1eb1ng c\u00e1ch g\u1eedi t\u00edn hi\u1ec7u ph\u00f9 h\u1ee3p \u0111\u1ebfn \u0111\u00fang ng\u01b0\u1eddi d\u1ef1a tr\u00ean d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t, ca l\u00e0m vi\u1ec7c, m\u1ee9c \u0111\u1ed9 nghi\u00eam tr\u1ecdng, lo\u1ea1i t\u00e0i s\u1ea3n ho\u1eb7c danh m\u1ee5c s\u1ef1 c\u1ed1.<\/p>\n\n\n\n

\u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng trong m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c nhanh ch\u00f3ng, n\u01a1i m\u1ed7i ph\u00fat \u0111\u1ec1u \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn s\u1ea3n l\u01b0\u1ee3ng. V\u00ed d\u1ee5, trong m\u1ed9t nh\u00e0 m\u00e1y \u00e9p phun, s\u1ef1 sai l\u1ec7ch nhi\u1ec7t \u0111\u1ed9 khu\u00f4n c\u00f3 th\u1ec3 c\u1ea7n s\u1ef1 can thi\u1ec7p ngay l\u1eadp t\u1ee9c t\u1eeb k\u1ef9 thu\u1eadt vi\u00ean ca, trong khi s\u1ef1 sai l\u1ec7ch l\u1eb7p \u0111i l\u1eb7p l\u1ea1i tr\u00ean nhi\u1ec1u c\u00f4ng \u0111o\u1ea1n c\u1ea7n \u0111\u01b0\u1ee3c b\u00e1o c\u00e1o cho k\u1ef9 s\u01b0 quy tr\u00ecnh. H\u1ec7 th\u1ed1ng c\u1ea3nh b\u00e1o t\u1ed1t h\u1ed7 tr\u1ee3 vi\u1ec7c ng\u0103n ch\u1eb7n nhanh h\u01a1n m\u00e0 kh\u00f4ng g\u00e2y ra s\u1ef1 nhi\u1ec5u lo\u1ea1n th\u00f4ng tin. \u0110\u00f3 l\u00e0 m\u1ed9t l\u00fd do t\u1ea1i sao c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh s\u1ea3n xu\u1ea5t th\u00f4ng minh h\u00e0ng \u0111\u1ea7u t\u1eadp trung v\u00e0o thi\u1ebft k\u1ebf quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u0169ng nh\u01b0 thu th\u1eadp d\u1eef li\u1ec7u.<\/p>\n\n\n\n

<\/span>B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n gi\u00fap v\u1eadn h\u00e0nh d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t theo th\u1eddi gian th\u1ef1c.<\/span><\/h3>\n\n\n\n

B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n <\/strong>B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n c\u00f3 gi\u00e1 tr\u1ecb khi ch\u00fang gi\u00fap c\u00e1c nh\u00f3m h\u00e0nh \u0111\u1ed9ng, ch\u1ee9 kh\u00f4ng ph\u1ea3i ch\u1ec9 \u0111\u01a1n thu\u1ea7n hi\u1ec3n th\u1ecb th\u00eam bi\u1ec3u \u0111\u1ed3. Trong m\u1ed9t nh\u00e0 m\u00e1y th\u00f4ng minh th\u1ef1c t\u1ebf, b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n n\u00ean hi\u1ec3n th\u1ecb tr\u1ea1ng th\u00e1i s\u1ea3n xu\u1ea5t tr\u1ef1c ti\u1ebfp, xu h\u01b0\u1edbng th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng, c\u00e1c tr\u01b0\u1eddng h\u1ee3p ngo\u1ea1i l\u1ec7 v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng, ti\u1ebfn \u0111\u1ed9 \u0111\u01a1n \u0111\u1eb7t h\u00e0ng v\u00e0 th\u1eddi gian ph\u1ea3n h\u1ed3i theo c\u00e1ch ph\u00f9 h\u1ee3p v\u1edbi quy\u1ebft \u0111\u1ecbnh c\u1ee7a t\u1eebng vai tr\u00f2. C\u00e1c c\u00f4ng nh\u00e2n v\u1eadn h\u00e0nh c\u1ea7n kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb \u1edf c\u1ea5p \u0111\u1ed9 d\u00e2y chuy\u1ec1n, c\u00e1c tr\u01b0\u1edfng b\u1ed9 ph\u1eadn c\u1ea7n ph\u00e2n t\u00edch xu h\u01b0\u1edbng v\u00e0 c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o nh\u00e0 m\u00e1y c\u1ea7n c\u00e1i nh\u00ecn t\u1ed5ng quan v\u1ec1 hi\u1ec7u su\u1ea5t \u0111a ch\u1ee9c n\u0103ng.<\/p>\n\n\n\n

V\u00ed d\u1ee5, m\u1ed9t nh\u00e0 s\u1ea3n xu\u1ea5t th\u1ef1c ph\u1ea9m c\u00f3 th\u1ec3 theo d\u00f5i... OEE<\/a><\/strong> Theo t\u1eebng d\u00e2y chuy\u1ec1n, theo t\u1eebng khu v\u1ef1c, v\u00e0 theo t\u1eebng l\u00f4, tr\u1ea1ng th\u00e1i gi\u1eef\/ph\u00e1t h\u00e0nh \u0111\u01b0\u1ee3c hi\u1ec3n th\u1ecb trong m\u1ed9t giao di\u1ec7n v\u1eadn h\u00e0nh duy nh\u1ea5t. Kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb n\u00e0y gi\u00fap c\u00e1c nh\u00f3m \u01b0u ti\u00ean can thi\u1ec7p tr\u01b0\u1edbc khi nh\u1eefng s\u1ef1 c\u1ed1 nh\u1ecf tr\u1edf th\u00e0nh nh\u1eefng l\u00f4 h\u00e0ng b\u1ecb b\u1ecf l\u1ee1 ho\u1eb7c r\u1ee7i ro tu\u00e2n th\u1ee7. Khi s\u1ea3n xu\u1ea5t th\u00f4ng minh ng\u00e0y c\u00e0ng ho\u00e0n thi\u1ec7n, b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n tr\u1edf th\u00e0nh l\u1edbp ki\u1ec3m so\u00e1t li\u00ean k\u1ebft qu\u00e1 tr\u00ecnh s\u1ed1 h\u00f3a t\u1ea1i x\u01b0\u1edfng s\u1ea3n xu\u1ea5t v\u1edbi c\u00e1c quy tr\u00ecnh qu\u1ea3n l\u00fd h\u00e0ng ng\u00e0y.<\/p>\n\n\n\n

<\/span>Nh\u1eefng \u0111i\u1ec3m th\u01b0\u1eddng g\u00e2y t\u1eafc ngh\u1ebdn trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 nh\u00e0 m\u00e1y<\/span><\/h2>\n\n\n\n

<\/span>V\u1ea5n \u0111\u1ec1 b\u1eaft \u0111\u1ea7u t\u1eeb vi\u1ec7c th\u1ef1c thi kh\u00f4ng \u0111\u1ed3ng b\u1ed9 tr\u00ean d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t.<\/span><\/h3>\n\n\n\n

Nhi\u1ec1u ch\u01b0\u01a1ng tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong nh\u00e0 m\u00e1y kh\u00f4ng th\u1ea5t b\u1ea1i \u1edf c\u1ea5p \u0111\u1ed9 chi\u1ebfn l\u01b0\u1ee3c. Ch\u00fang b\u1ecb \u0111\u00ecnh tr\u1ec7 v\u00ec\u2026 th\u1ef1c hi\u1ec7n h\u00e0ng ng\u00e0y<\/strong> V\u1eabn c\u00f2n ph\u1ee5 thu\u1ed9c v\u00e0o c\u00e1c bi\u1ec3u m\u1eabu gi\u1ea5y, tin nh\u1eafn WhatsApp, b\u1ea3ng theo d\u00f5i Excel v\u00e0 vi\u1ec7c chuy\u1ec3n giao th\u00f4ng tin b\u1eb1ng l\u1eddi n\u00f3i m\u00e0 kh\u00f4ng bao gi\u1edd tr\u1edf th\u00e0nh d\u1eef li\u1ec7u c\u00f3 c\u1ea5u tr\u00fac. M\u1ed9t nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 \u0111\u00e3 c\u00e0i \u0111\u1eb7t ph\u1ea7n m\u1ec1m ERP, MES ho\u1eb7c ph\u1ea7n m\u1ec1m b\u1ea3o tr\u00ec, nh\u01b0ng n\u1ebfu th\u1eddi gian m\u00e1y ng\u1eebng ho\u1ea1t \u0111\u1ed9ng, l\u1ed7i ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 s\u1ed1 l\u01b0\u1ee3ng cu\u1ed1i ca \u0111\u01b0\u1ee3c ghi nh\u1eadn th\u1ee7 c\u00f4ng tr\u01b0\u1edbc ti\u00ean, th\u00ec nh\u00e0 m\u00e1y \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i s\u1ebd g\u1eb7p s\u1ef1 c\u1ed1 ngay t\u1eeb ngu\u1ed3n. Tr\u00ean th\u1ef1c t\u1ebf, nh\u00e0 m\u00e1y th\u00f4ng minh<\/strong><\/a> Qu\u00e1 tr\u00ecnh n\u00e0y th\u01b0\u1eddng b\u1ecb t\u1eafc ngh\u1ebdn gi\u1eefa c\u00e1c h\u1ec7 th\u1ed1ng doanh nghi\u1ec7p v\u00e0 nh\u1eefng g\u00ec ng\u01b0\u1eddi v\u1eadn h\u00e0nh th\u1ef1c s\u1ef1 l\u00e0m tr\u00ean d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n

H\u00e3y xem x\u00e9t m\u1ed9t nh\u00e0 m\u00e1y l\u1eafp r\u00e1p \u0111i\u1ec7n t\u1eed c\u1ee1 trung b\u00ecnh \u0111ang c\u1ed1 g\u1eafng c\u1ea3i thi\u1ec7n t\u1ef7 l\u1ec7 s\u1ea3n ph\u1ea9m \u0111\u1ea1t ch\u1ea5t l\u01b0\u1ee3ng ngay l\u1ea7n \u0111\u1ea7u v\u00e0 th\u1eddi gian ph\u1ea3n h\u1ed3i l\u1ed7i. C\u00e1c c\u00f4ng nh\u00e2n ghi l\u1ea1i m\u00e3 l\u1ed7i tr\u00ean gi\u1ea5y trong ca l\u00e0m vi\u1ec7c, gi\u00e1m s\u00e1t vi\u00ean nh\u1eadp l\u1ea1i t\u1ed5ng s\u1ed1 v\u00e0o b\u1ea3ng t\u00ednh, v\u00e0 c\u00e1c k\u1ef9 s\u01b0 ch\u1ec9 xem x\u00e9t d\u1eef li\u1ec7u trong cu\u1ed9c h\u1ecdp s\u00e1ng h\u00f4m sau. \u0110\u1ebfn l\u00fac \u0111\u00f3, c\u00f3 th\u1ec3 \u0111\u00e3 c\u00f3 th\u00eam m\u1ed9t v\u00e0i l\u00f4 h\u00e0ng b\u1ecb \u1ea3nh h\u01b0\u1edfng. Doanh nghi\u1ec7p c\u00f3 th\u1ec3 g\u1ecdi \u0111\u00e2y l\u00e0 s\u00e1ng ki\u1ebfn nh\u00e0 m\u00e1y C\u00f4ng nghi\u1ec7p 4.0, nh\u01b0ng quy tr\u00ecnh th\u1ef1c t\u1ebf v\u1eabn ch\u1ee7 y\u1ebfu l\u00e0 th\u1ee7 c\u00f4ng.<\/p>\n\n\n\n

V\u1ea5n \u0111\u1ec1 th\u01b0\u1eddng kh\u00f4ng n\u1eb1m \u1edf vi\u1ec7c thi\u1ebfu ph\u1ea7n m\u1ec1m \u1edf l\u1edbp tr\u00ean c\u00f9ng. \u0110\u00f3 l\u00e0 m\u1eaft x\u00edch c\u00f2n thi\u1ebfu gi\u1eefa ph\u1ea7n m\u1ec1m doanh nghi\u1ec7p v\u00e0 c\u00f4ng vi\u1ec7c h\u00e0ng ng\u00e0y t\u1ea1i x\u01b0\u1edfng s\u1ea3n xu\u1ea5t: \u0111i\u1ec3m m\u00e0 c\u00e1c c\u00f4ng nh\u00e2n v\u1eadn h\u00e0nh, qu\u1ea3n \u0111\u1ed1c d\u00e2y chuy\u1ec1n, k\u1ef9 thu\u1eadt vi\u00ean v\u00e0 nh\u00e2n vi\u00ean ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng t\u1ea1o ra c\u00e1c t\u00edn hi\u1ec7u th\u00f4 c\u1ea7n thi\u1ebft \u0111\u1ec3 th\u00fac \u0111\u1ea9y h\u00e0nh \u0111\u1ed9ng. Khi l\u1edbp n\u00e0y y\u1ebfu, ngay c\u1ea3 c\u00e1c h\u1ec7 th\u1ed1ng \u0111\u1eaft ti\u1ec1n c\u0169ng nh\u1eadn \u0111\u01b0\u1ee3c d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o ch\u1eadm tr\u1ec5, kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7 ho\u1eb7c kh\u00f4ng nh\u1ea5t qu\u00e1n.<\/p>\n\n\n\n

\"So<\/figure>\n\n\n\n

<\/span>C\u00e1c t\u00edn hi\u1ec7u \u0111\u1ea7u v\u00e0o kh\u00f4ng \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i d\u1eabn \u0111\u1ebfn chu k\u1ef3 ra quy\u1ebft \u0111\u1ecbnh ch\u1eadm.<\/span><\/h3>\n\n\n\n

Trong nh\u00e0 m\u00e1y \u0111i\u1ec7n t\u1eed, m\u1ed9t l\u1ed7i h\u00e0n \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n t\u1ea1i Tr\u1ea1m 4 l\u1ebd ra ph\u1ea3i d\u1eabn \u0111\u1ebfn ph\u1ea3n h\u1ed3i ngay l\u1eadp t\u1ee9c t\u1eeb b\u1ed9 ph\u1eadn ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 b\u1ea3o tr\u00ec. Thay v\u00e0o \u0111\u00f3, v\u1ea5n \u0111\u1ec1 l\u1ea1i tr\u1ea3i qua m\u1ed9t chu\u1ed7i quy tr\u00ecnh quen thu\u1ed9c: ghi ch\u00fa vi\u1ebft tay, x\u00e1c nh\u1eadn c\u1ee7a ng\u01b0\u1eddi gi\u00e1m s\u00e1t, c\u1eadp nh\u1eadt b\u1ea3ng t\u00ednh, g\u1eedi email b\u00e1o c\u00e1o, r\u1ed3i \u0111\u1ebfn kh\u00e2u xem x\u00e9t ch\u1eadm tr\u1ec5 c\u1ee7a b\u1ed9 ph\u1eadn k\u1ef9 thu\u1eadt. M\u1ed7i b\u01b0\u1edbc chuy\u1ec3n giao \u0111\u1ec1u l\u00e0m t\u0103ng th\u1eddi gian ch\u1edd \u0111\u1ee3i, v\u00e0 kh\u00f4ng ai n\u1eafm r\u00f5 t\u00ecnh tr\u1ea1ng, tr\u00e1ch nhi\u1ec7m ho\u1eb7c m\u1ee9c \u0111\u1ed9 t\u00e1i di\u1ec5n c\u1ee7a l\u1ed7i. \u0110\u00f3 l\u00e0 c\u00e1ch m\u00e0 m\u1ed9t nh\u00e0 m\u00e1y k\u1ef9 thu\u1eadt s\u1ed1 ho\u1ea1t \u0111\u1ed9ng d\u1ef1a tr\u00ean th\u00f4ng tin ch\u1eadm tr\u1ec5.<\/p>\n\n\n\n

C\u00e1i n\u00e0y tr\u00ec ho\u00e3n<\/strong> V\u1ea5n \u0111\u1ec1 n\u00e0y r\u1ea5t quan tr\u1ecdng v\u00ec t\u1ed5n th\u1ea5t s\u1ea3n xu\u1ea5t t\u00edch l\u0169y r\u1ea5t nhanh. Trong s\u1ea3n xu\u1ea5t \u0111a d\u1ea1ng s\u1ea3n ph\u1ea9m, ngay c\u1ea3 s\u1ef1 ch\u1eadm tr\u1ec5 30 ph\u00fat trong vi\u1ec7c \u0111i\u1ec1u ch\u1ec9nh quy tr\u00ecnh c\u0169ng c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn nhi\u1ec1u \u0111\u01a1n \u0111\u1eb7t h\u00e0ng, \u0111\u1eb7c bi\u1ec7t khi c\u00f9ng m\u1ed9t c\u00f4ng c\u1ee5, l\u00f4 v\u1eadt li\u1ec7u ho\u1eb7c c\u00e0i \u0111\u1eb7t m\u00e1y m\u00f3c \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng chung cho nhi\u1ec1u l\u1ea7n s\u1ea3n xu\u1ea5t. Nghi\u00ean c\u1ee9u v\u1ec1 s\u1ea3n xu\u1ea5t th\u00f4ng minh c\u1ee7a Deloitte \u0111\u00e3 ch\u1ec9 ra r\u1eb1ng c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t \u0111\u1ea7u t\u01b0 v\u00e0o ho\u1ea1t \u0111\u1ed9ng k\u1ef9 thu\u1eadt s\u1ed1 c\u00f3 th\u1ec3 c\u1ea3i thi\u1ec7n n\u0103ng su\u1ea5t v\u00e0 kh\u1ea3 n\u0103ng ph\u1ea3n h\u1ed3i, nh\u01b0ng nh\u1eefng l\u1ee3i \u00edch \u0111\u00f3 ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c thu th\u1eadp v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u k\u1ecbp th\u1eddi, ch\u1ee9 kh\u00f4ng ch\u1ec9 l\u00e0 tri\u1ec3n khai h\u1ec7 th\u1ed1ng. N\u1ebfu d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t th\u1eddi gian th\u1ef1c \u0111\u1ebfn mu\u1ed9n h\u00e0ng gi\u1edd, nh\u00e0 m\u00e1y v\u1eabn \u0111ang qu\u1ea3n l\u00fd d\u1ef1a tr\u00ean kinh nghi\u1ec7m sau khi s\u1ef1 vi\u1ec7c \u0111\u00e3 x\u1ea3y ra.<\/p>\n\n\n\n

Ph\u00ea duy\u1ec7t<\/strong> \u0110i\u1ec1u n\u00e0y t\u1ea1o ra m\u1ed9t n\u00fat th\u1eaft c\u1ed5 chai kh\u00e1c. Vi\u1ec7c gi\u1eef l\u1ea1i s\u1ea3n ph\u1ea9m \u0111\u1ec3 ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng, y\u00eau c\u1ea7u b\u1ea3o tr\u00ec ho\u1eb7c quy\u1ebft \u0111\u1ecbnh sai l\u1ec7ch c\u00f3 th\u1ec3 c\u1ea7n s\u1ef1 ph\u00ea duy\u1ec7t t\u1eeb b\u1ed9 ph\u1eadn s\u1ea3n xu\u1ea5t, ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 k\u1ef9 thu\u1eadt, nh\u01b0ng nhi\u1ec1u nh\u00e0 m\u00e1y v\u1eabn x\u1eed l\u00fd nh\u1eefng vi\u1ec7c n\u00e0y th\u00f4ng qua email ho\u1eb7c bi\u1ec3u m\u1eabu gi\u1ea5y. K\u1ebft qu\u1ea3 kh\u00f4ng ch\u1ec9 l\u00e0 ph\u1ea3n h\u1ed3i ch\u1eadm h\u01a1n; m\u00e0 c\u00f2n l\u00e0 s\u1ef1 thi\u1ebfu r\u00f5 r\u00e0ng v\u1ec1 tr\u00e1ch nhi\u1ec7m. M\u1ecdi ng\u01b0\u1eddi bi\u1ebft v\u1ea5n \u0111\u1ec1 t\u1ed3n t\u1ea1i, nh\u01b0ng h\u1ecd kh\u00f4ng bi\u1ebft ai ch\u1ecbu tr\u00e1ch nhi\u1ec7m cho b\u01b0\u1edbc ti\u1ebfp theo.<\/p>\n\n\n\n

<\/span>Quy\u1ebft \u0111\u1ecbnh ch\u1eadm tr\u1ec5 bi\u1ebfn vi\u1ec7c b\u00e1o c\u00e1o th\u00e0nh qu\u00e1 tr\u00ecnh t\u00e1i thi\u1ebft.<\/span><\/h3>\n\n\n\n

Khi nh\u00e0 m\u00e1y b\u1ecb gi\u1ea3m t\u1ed1c \u0111\u1ed9 t\u1ea1i \u0111i\u1ec3m c\u1ea7n can thi\u1ec7p, vi\u1ec7c b\u00e1o c\u00e1o tr\u1edf th\u00e0nh m\u1ed9t qu\u00e1 tr\u00ecnh t\u00e1i c\u1ea5u tr\u00fac ph\u1ee9c t\u1ea1p. Trong v\u00ed d\u1ee5 v\u1ec1 linh ki\u1ec7n \u0111i\u1ec7n t\u1eed, ng\u01b0\u1eddi qu\u1ea3n l\u00fd s\u1ea3n xu\u1ea5t y\u00eau c\u1ea7u b\u00e1o c\u00e1o t\u00f3m t\u1eaft l\u1ed7i h\u00e0ng ng\u00e0y theo d\u00e2y chuy\u1ec1n, lo\u1ea1i nguy\u00ean nh\u00e2n g\u1ed1c v\u00e0 tr\u1ea1ng th\u00e1i ho\u00e0n th\u00e0nh h\u00e0nh \u0111\u1ed9ng. Sau \u0111\u00f3, nh\u00f3m ph\u1ea3i d\u00e0nh h\u00e0ng gi\u1edd \u0111\u1ec3 \u0111\u1ed1i chi\u1ebfu c\u00e1c phi\u1ebfu c\u00f4ng nh\u00e2n, c\u00e1c phi\u00ean b\u1ea3n Excel v\u00e0 ghi ch\u00fa c\u1ee7a k\u1ef9 thu\u1eadt vi\u00ean ch\u1ec9 \u0111\u1ec3 t\u1ea1o ra m\u1ed9t b\u00e1o c\u00e1o c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng \u0111\u01b0\u1ee3c. Thay v\u00ec h\u1ed7 tr\u1ee3 s\u1ea3n xu\u1ea5t th\u00f4ng minh, vi\u1ec7c b\u00e1o c\u00e1o b\u1eaft \u0111\u1ea7u ti\u00eau t\u1ed1n th\u1eddi gian c\u1ea7n thi\u1ebft \u0111\u1ec3 kh\u1eafc ph\u1ee5c ch\u00ednh quy tr\u00ecnh \u0111\u00f3.<\/p>\n\n\n\n

\u0110\u00e2y l\u00e0 l\u00fd do t\u1ea1i sao nhi\u1ec1u n\u1ed7 l\u1ef1c x\u00e2y d\u1ef1ng nh\u00e0 m\u00e1y k\u1ebft n\u1ed1i t\u1ea1o ra c\u00e1c b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n tr\u00f4ng r\u1ea5t \u1ea5n t\u01b0\u1ee3ng nh\u01b0ng ch\u1ec9 \u0111\u00e1ng tin c\u1eady m\u1ed9t ph\u1ea7n. N\u1ebfu d\u1eef li\u1ec7u ngu\u1ed3n \u0111\u01b0\u1ee3c nh\u1eadp mu\u1ed9n, \u0111\u01b0\u1ee3c ph\u00e2n lo\u1ea1i kh\u00e1c nhau b\u1edfi m\u1ed7i ng\u01b0\u1eddi gi\u00e1m s\u00e1t ho\u1eb7c \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong c\u00e1c t\u1ec7p ri\u00eang bi\u1ec7t, b\u00e1o c\u00e1o s\u1ebd kh\u00f4ng th\u1ec3 hi\u1ec3n th\u1ecb m\u1ed9t c\u00e1ch \u0111\u00e1ng tin c\u1eady nh\u1eefng g\u00ec \u0111\u00e3 x\u1ea3y ra tr\u00ean d\u00e2y chuy\u1ec1n. M\u1ed9t ph\u00e2n t\u00edch c\u1ee7a McKinsey \u0111\u00e3 ch\u1ec9 ra r\u1eb1ng nhi\u1ec1u s\u00e1ng ki\u1ebfn s\u1ea3n xu\u1ea5t k\u1ef9 thu\u1eadt s\u1ed1 ho\u1ea1t \u0111\u1ed9ng k\u00e9m hi\u1ec7u qu\u1ea3 v\u00ec c\u00e1c c\u00f4ng ty t\u1eadp trung v\u00e0o... c\u00f4ng c\u1ee5 ri\u00eang l\u1ebb<\/strong> m\u00e0 kh\u00f4ng kh\u1eafc ph\u1ee5c \u0111\u01b0\u1ee3c lu\u1ed3ng d\u1eef li\u1ec7u v\u1eadn h\u00e0nh \u0111\u1eb1ng sau ch\u00fang. B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n hi\u1ec3n th\u1ecb, nh\u01b0ng quy tr\u00ecnh cung c\u1ea5p d\u1eef li\u1ec7u cho n\u00f3 v\u1eabn c\u00f2n r\u1eddi r\u1ea1c.<\/p>\n\n\n\n

Ngu\u1ed3n l\u1ef1c CNTT h\u1ea1n ch\u1ebf c\u00e0ng l\u00e0m v\u1ea5n \u0111\u1ec1 tr\u1edf n\u00ean tr\u1ea7m tr\u1ecdng h\u01a1n. H\u1ea7u h\u1ebft c\u00e1c nh\u00e0 m\u00e1y kh\u00f4ng th\u1ec3 ch\u1edd \u0111\u1ee3i h\u00e0ng th\u00e1ng tr\u1eddi \u0111\u1ec3 ph\u00e1t tri\u1ec3n ph\u1ea7n m\u1ec1m t\u00f9y ch\u1ec9nh m\u1ed7i khi h\u1ecd c\u1ea7n m\u1ed9t bi\u1ec3u m\u1eabu b\u00e1o c\u00e1o s\u1ef1 c\u1ed1 ng\u1eebng ho\u1ea1t \u0111\u1ed9ng, quy tr\u00ecnh x\u1eed l\u00fd s\u1ef1 c\u1ed1 ho\u1eb7c b\u00e1o c\u00e1o ca l\u00e0m vi\u1ec7c m\u1edbi. V\u00ec v\u1eady, c\u00e1c nh\u00f3m t\u1ea1o ra c\u00e1c gi\u1ea3i ph\u00e1p t\u1ea1m th\u1eddi c\u1ee5c b\u1ed9, gi\u1ea3i quy\u1ebft \u0111\u01b0\u1ee3c v\u1ea5n \u0111\u1ec1 hi\u1ec7n t\u1ea1i nh\u01b0ng l\u1ea1i t\u1ea1o th\u00eam nhi\u1ec1u b\u1ea3ng t\u00ednh v\u00e0 s\u1ef1 kh\u00f4ng nh\u1ea5t qu\u00e1n trong t\u01b0\u01a1ng lai.<\/p>\n\n\n\n

<\/span>Gi\u1edbi h\u1ea1n b\u00e1o c\u00e1o y\u1ebfu k\u00e9m C\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c<\/span><\/h3>\n\n\n\n

Khi d\u1eef li\u1ec7u b\u1ecb ch\u1eadm tr\u1ec5 v\u00e0 b\u00e1o c\u00e1o kh\u00f4ng nh\u1ea5t qu\u00e1n, vi\u1ec7c duy tr\u00ec c\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c tr\u1edf n\u00ean kh\u00f3 kh\u0103n h\u01a1n. T\u1ea1i nh\u00e0 m\u00e1y \u0111i\u1ec7n t\u1eed, c\u00e1c l\u1ed7i t\u00e1i di\u1ec5n t\u1ea1i Tr\u1ea1m 4 c\u00f3 th\u1ec3 xu\u1ea5t hi\u1ec7n d\u01b0\u1edbi d\u1ea1ng c\u00e1c s\u1ef1 c\u1ed1 ri\u00eang bi\u1ec7t v\u00ec c\u00e1c c\u00f4ng nh\u00e2n v\u1eadn h\u00e0nh s\u1eed d\u1ee5ng t\u00ean l\u1ed7i h\u01a1i kh\u00e1c nhau, c\u00e1c k\u1ef9 s\u01b0 ghi l\u1ea1i nguy\u00ean nh\u00e2n g\u1ed1c r\u1ec5 trong m\u1ed9t t\u1ec7p kh\u00e1c v\u00e0 c\u00e1c h\u00e0nh \u0111\u1ed9ng kh\u1eafc ph\u1ee5c kh\u00f4ng \u0111\u01b0\u1ee3c theo d\u00f5i t\u1eadp trung \u1edf b\u1ea5t k\u1ef3 \u0111\u00e2u. Nh\u00e0 m\u00e1y th\u1ea3o lu\u1eadn v\u1ec1 c\u00f9ng m\u1ed9t v\u1ea5n \u0111\u1ec1 nhi\u1ec1u l\u1ea7n, nh\u01b0ng kh\u00f4ng th\u1ec3 \u0111\u1ecbnh l\u01b0\u1ee3ng t\u1ea7n su\u1ea5t, th\u1eddi gian ph\u1ea3n h\u1ed3i ho\u1eb7c hi\u1ec7u qu\u1ea3 c\u1ee7a h\u00e0nh \u0111\u1ed9ng kh\u1eafc ph\u1ee5c m\u1ed9t c\u00e1ch ch\u1eafc ch\u1eafn. \u0110i\u1ec1u \u0111\u00f3 l\u00e0m suy y\u1ebfu n\u1ec1n t\u1ea3ng c\u1ee7a b\u1ea5t k\u1ef3 s\u1ef1 c\u1ea3i ti\u1ebfn n\u00e0o. nh\u00e0 m\u00e1y th\u00f4ng minh<\/strong><\/a> ch\u01b0\u01a1ng tr\u00ecnh.<\/p>\n\n\n\n

C\u1ea3i ti\u1ebfn theo ph\u01b0\u01a1ng ph\u00e1p Lean ph\u1ee5 thu\u1ed9c v\u00e0o nh\u1eefng d\u1eef li\u1ec7u th\u1ef1c t\u1ebf \u1ed5n \u0111\u1ecbnh. N\u1ebfu nh\u00e0 m\u00e1y kh\u00f4ng th\u1ec3 bi\u1ebft \u0111\u01b0\u1ee3c nh\u1eefng t\u1ed5n th\u1ea5t n\u00e0o x\u1ea3y ra th\u01b0\u1eddng xuy\u00ean nh\u1ea5t, th\u1eddi gian ph\u1ea3n h\u1ed3i m\u1ea5t bao l\u00e2u, ho\u1eb7c nh\u1eefng h\u00e0nh \u0111\u1ed9ng n\u00e0o th\u1ef1c s\u1ef1 ng\u0103n ng\u1eeba s\u1ef1 t\u00e1i di\u1ec5n, th\u00ec Kaizen s\u1ebd tr\u1edf n\u00ean d\u1ef1a tr\u00ean \u00fd ki\u1ebfn ch\u1ee7 quan thay v\u00ec d\u1ef1a tr\u00ean b\u1eb1ng ch\u1ee9ng. \u0110\u00e2y l\u00e0 l\u00fd do t\u1ea1i sao qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong nh\u00e0 m\u00e1y th\u01b0\u1eddng m\u1ea5t \u0111\u00e0: kh\u00f4ng ph\u1ea3i v\u00ec t\u1ea7m nh\u00ecn sai, m\u00e0 v\u00ec d\u1eef li\u1ec7u th\u1ef1c thi qu\u00e1 ch\u1eadm v\u00e0 qu\u00e1 r\u1eddi r\u1ea1c \u0111\u1ec3 h\u1ed7 tr\u1ee3 vi\u1ec7c c\u1ea3i ti\u1ebfn c\u00f3 k\u1ef7 lu\u1eadt.<\/p>\n\n\n\n

\u0110\u00f3 c\u0169ng l\u00e0 l\u00fd do t\u1ea1i sao vi\u1ec7c s\u1ed1 h\u00f3a d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t th\u01b0\u1eddng c\u1ea7n b\u1eaft \u0111\u1ea7u t\u1eeb \u0111\u1ed9 tin c\u1eady c\u1ee7a quy tr\u00ecnh, ch\u1ee9 kh\u00f4ng ph\u1ea3i l\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a quy m\u00f4 l\u1edbn. Tr\u01b0\u1edbc khi nh\u00e0 s\u1ea3n xu\u1ea5t b\u1ed5 sung th\u00eam c\u00e1c kh\u1ea3 n\u0103ng ti\u00ean ti\u1ebfn c\u1ee7a C\u00f4ng nghi\u1ec7p 4.0, h\u1ecd ph\u1ea3i \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c s\u1ef1 ki\u1ec7n \u1edf tuy\u1ebfn \u0111\u1ea7u \u0111\u01b0\u1ee3c ghi nh\u1eadn m\u1ed9t c\u00e1ch nh\u1ea5t qu\u00e1n, \u0111\u01b0\u1ee3c chuy\u1ec3n ti\u1ebfp nhanh ch\u00f3ng v\u00e0 \u0111\u01b0\u1ee3c b\u00e1o c\u00e1o theo c\u00e1ch m\u00e0 m\u1ecdi ng\u01b0\u1eddi tin t\u01b0\u1edfng. B\u01b0\u1edbc ti\u1ebfp theo l\u00e0 bi\u1ebfn nguy\u00ean t\u1eafc \u0111\u00f3 th\u00e0nh m\u1ed9t m\u00f4 h\u00ecnh tri\u1ec3n khai th\u1ef1c ti\u1ec5n.<\/p>\n\n\n\n

<\/span>L\u1ed9 tr\u00ecnh th\u1ef1c ti\u1ec5n \u0111\u1ec3 b\u1eaft \u0111\u1ea7u x\u00e2y d\u1ef1ng nh\u00e0 m\u00e1y th\u00f4ng minh<\/span><\/h2>\n\n\n\n

<\/span>H\u00e3y b\u1eaft \u0111\u1ea7u v\u1edbi m\u1ed9t quy tr\u00ecnh l\u00e0m ch\u1eadm ho\u1ea1t \u0111\u1ed9ng c\u1ee7a nh\u00e0 m\u00e1y.<\/span><\/h3>\n\n\n\n

C\u00e1ch nhanh nh\u1ea5t \u0111\u1ec3 b\u1eaft \u0111\u1ea7u x\u00e2y d\u1ef1ng m\u1ed9t nh\u00e0 m\u00e1y th\u00f4ng minh<\/a> <\/strong>Kh\u00f4ng n\u00ean s\u1ed1 h\u00f3a m\u1ecdi th\u1ee9 c\u00f9ng m\u1ed9t l\u00fac. C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t hi\u1ec7u su\u1ea5t cao th\u01b0\u1eddng b\u1eaft \u0111\u1ea7u v\u1edbi m\u1ed9t quy tr\u00ecnh t\u1ea1o ra s\u1ef1 ch\u1eadm tr\u1ec5, l\u00e0m l\u1ea1i ho\u1eb7c \u0111i\u1ec3m m\u00f9 trong qu\u1ea3n l\u00fd h\u00e0ng ng\u00e0y, sau \u0111\u00f3 ch\u1ee9ng minh gi\u00e1 tr\u1ecb tr\u01b0\u1edbc khi m\u1edf r\u1ed9ng. \u0110i\u1ec1u n\u00e0y gi\u00fap qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u1ee7a nh\u00e0 m\u00e1y g\u1eafn li\u1ec1n v\u1edbi k\u1ebft qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng thay v\u00ec bi\u1ebfn n\u00f3 th\u00e0nh m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh CNTT r\u1ed9ng l\u1edbn v\u1edbi quy\u1ec1n s\u1edf h\u1eefu kh\u00f4ng r\u00f5 r\u00e0ng. \u0110\u1ed1i v\u1edbi h\u1ea7u h\u1ebft c\u00e1c nh\u00e0 m\u00e1y, \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u t\u1ed1t nh\u1ea5t l\u00e0 m\u1ed9t quy tr\u00ecnh l\u00e0m vi\u1ec7c xuy\u00ean su\u1ed1t c\u00e1c ca ho\u1eb7c b\u1ed9 ph\u1eadn, ch\u1eb3ng h\u1ea1n nh\u01b0 ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng, y\u00eau c\u1ea7u b\u1ea3o tr\u00ec, ph\u00ea duy\u1ec7t s\u1ea3n ph\u1ea9m m\u1eabu \u0111\u1ea7u ti\u00ean ho\u1eb7c b\u00e1o c\u00e1o s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n

V\u00ed d\u1ee5, trong m\u1ed9t nh\u00e0 m\u00e1y s\u1ea3n xu\u1ea5t linh ki\u1ec7n \u00f4 t\u00f4, quy tr\u00ecnh ki\u1ec3m tra s\u1ea3n ph\u1ea9m m\u1eabu \u0111\u1ea7u ti\u00ean th\u01b0\u1eddng l\u00e0 m\u1ed9t b\u01b0\u1edbc th\u1eed nghi\u1ec7m t\u1ed1t h\u01a1n so v\u1edbi m\u1ed9t d\u1ef1 \u00e1n k\u1ebft n\u1ed1i m\u00e1y m\u00f3c ho\u00e0n ch\u1ec9nh. N\u1ebfu vi\u1ec7c ph\u00ea duy\u1ec7t m\u1ea5t 45 ph\u00fat v\u00ec c\u00f4ng nh\u00e2n ph\u1ea3i mang c\u00e1c bi\u1ec3u m\u1eabu gi\u1ea5y \u0111\u1ebfn cho ng\u01b0\u1eddi gi\u00e1m s\u00e1t ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 s\u1ea3n xu\u1ea5t, s\u1ef1 ch\u1eadm tr\u1ec5 \u0111\u00f3 s\u1ebd \u1ea3nh h\u01b0\u1edfng tr\u1ef1c ti\u1ebfp \u0111\u1ebfn th\u1eddi gian chuy\u1ec3n \u0111\u1ed5i v\u00e0 s\u1ea3n l\u01b0\u1ee3ng. S\u1ed1 h\u00f3a quy tr\u00ecnh duy nh\u1ea5t \u0111\u00f3 t\u1ea1o ra s\u1ef1 c\u1ea3i thi\u1ec7n c\u00f3 th\u1ec3 \u0111o l\u01b0\u1eddng \u0111\u01b0\u1ee3c v\u1ec1 th\u1eddi gian ph\u1ea3n h\u1ed3i, tr\u00e1ch nhi\u1ec7m gi\u1ea3i tr\u00ecnh v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a h\u1ed3 s\u01a1. \u0110\u00f3 l\u00e0 m\u1ed9t l\u1ee3i \u00edch thi\u1ebft th\u1ef1c c\u1ee7a s\u1ea3n xu\u1ea5t th\u00f4ng minh, ngay c\u1ea3 tr\u01b0\u1edbc khi b\u1ea5t k\u1ef3 t\u1ef1 \u0111\u1ed9ng h\u00f3a ti\u00ean ti\u1ebfn n\u00e0o \u0111\u01b0\u1ee3c b\u1ed5 sung.<\/p>\n\n\n\n

<\/span>X\u00e2y d\u1ef1ng theo t\u1eebng giai \u0111o\u1ea1n<\/span><\/h3>\n\n\n\n

M\u1ed9t l\u1ed9 tr\u00ecnh kh\u1ea3 thi th\u01b0\u1eddng tr\u1ea3i qua n\u0103m giai \u0111o\u1ea1n: ch\u1ecdn m\u1ed9t quy tr\u00ecnh c\u00f3 nhi\u1ec1u tr\u1edf ng\u1ea1i, chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c, s\u1ed1 h\u00f3a quy tr\u00ecnh ph\u00ea duy\u1ec7t v\u00e0 \u0111\u1ecbnh tuy\u1ebfn, hi\u1ec3n th\u1ecb c\u00e1c tr\u01b0\u1eddng h\u1ee3p ngo\u1ea1i l\u1ec7 v\u00e0 KPI, sau \u0111\u00f3 tri\u1ec3n khai m\u00f4 h\u00ecnh cho c\u00e1c quy tr\u00ecnh, d\u00e2y chuy\u1ec1n ho\u1eb7c nh\u00e0 m\u00e1y t\u01b0\u01a1ng t\u1ef1. C\u00e1ch ti\u1ebfp c\u1eadn theo t\u1eebng giai \u0111o\u1ea1n n\u00e0y r\u1ea5t quan tr\u1ecdng v\u00ec m\u1ed9t nh\u00e0 m\u00e1y k\u1ebft n\u1ed1i \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng th\u00f4ng qua lu\u1ed3ng th\u00f4ng tin \u0111\u00e1ng tin c\u1eady, ch\u1ee9 kh\u00f4ng ch\u1ec9 th\u00f4ng qua vi\u1ec7c n\u00e2ng c\u1ea5p thi\u1ebft b\u1ecb t\u1ed1n k\u00e9m. N\u00f3 c\u0169ng cung c\u1ea5p cho c\u00e1c nh\u00f3m v\u1eadn h\u00e0nh v\u00e0 CNTT m\u1ed9t c\u00e1ch r\u00f5 r\u00e0ng \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 ti\u1ebfn \u0111\u1ed9 b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng th\u1eddi gian chu k\u1ef3, t\u1ef7 l\u1ec7 ho\u00e0n th\u00e0nh, tu\u00e2n th\u1ee7 quy tr\u00ecnh v\u1eadn h\u00e0nh ti\u00eau chu\u1ea9n (SOP) v\u00e0 t\u1ed1c \u0111\u1ed9 leo thang v\u1ea5n \u0111\u1ec1. N\u00f3i c\u00e1ch kh\u00e1c, nh\u1eefng d\u1ea5u hi\u1ec7u ban \u0111\u1ea7u c\u1ee7a m\u1ed9t nh\u00e0 m\u00e1y C\u00f4ng nghi\u1ec7p 4.0 th\u01b0\u1eddng l\u00e0 k\u1ef7 lu\u1eadt quy tr\u00ecnh l\u00e0m vi\u1ec7c v\u00e0 vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh nhanh h\u01a1n.<\/p>\n\n\n\n

\"L\u1ed9<\/figure>\n\n\n\n

Th\u00f4ng th\u01b0\u1eddng, m\u1ed9t d\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m n\u00ean \u0111\u01b0\u1ee3c tri\u1ec3n khai t\u1ea1i m\u1ed9t khu v\u1ef1c s\u1ea3n xu\u1ea5t trong v\u00f2ng 30 \u0111\u1ebfn 90 ng\u00e0y, t\u00f9y thu\u1ed9c v\u00e0o \u0111\u1ed9 ph\u1ee9c t\u1ea1p c\u1ee7a quy tr\u00ecnh v\u00e0 s\u1ed1 ca l\u00e0m vi\u1ec7c. N\u1ebfu d\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m gi\u00fap gi\u1ea3m th\u1eddi gian ph\u00ea duy\u1ec7t, c\u1ea3i thi\u1ec7n t\u00ednh \u0111\u1ea7y \u0111\u1ee7 c\u1ee7a d\u1eef li\u1ec7u v\u00e0 cung c\u1ea5p cho ng\u01b0\u1eddi gi\u00e1m s\u00e1t d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t theo th\u1eddi gian th\u1ef1c ch\u00ednh x\u00e1c h\u01a1n, th\u00ec vi\u1ec7c m\u1edf r\u1ed9ng s\u1ebd d\u1ec5 d\u00e0ng \u0111\u01b0\u1ee3c ch\u1ee9ng minh h\u01a1n. Sau \u0111\u00f3, logic t\u01b0\u01a1ng t\u1ef1 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u00e1p d\u1ee5ng cho c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c li\u1ec1n k\u1ec1 thay v\u00ec ph\u1ea3i b\u1eaft \u0111\u1ea7u l\u1ea1i t\u1eeb \u0111\u1ea7u m\u1ed7i l\u1ea7n. \u0110\u00e2y l\u00e0 c\u00e1ch m\u1ed9t nh\u00e0 m\u00e1y k\u1ef9 thu\u1eadt s\u1ed1 ph\u00e1t tri\u1ec3n m\u1ed9t c\u00e1ch c\u00f3 ki\u1ec3m so\u00e1t.<\/p>\n\n\n\n

<\/span>Chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u tr\u01b0\u1edbc khi b\u1eaft \u0111\u1ea7u t\u1ef1 \u0111\u1ed9ng h\u00f3a.<\/span><\/h3>\n\n\n\n

Nhi\u1ec1u nh\u00e0 m\u00e1y th\u00f4ng minh<\/strong><\/a> C\u00e1c s\u00e1ng ki\u1ebfn b\u1ecb m\u1ea5t \u0111\u00e0 v\u00ec c\u00e1c nh\u00f3m t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c nh\u1eadp li\u1ec7u sai. Tr\u01b0\u1edbc khi th\u00eam c\u1ea3nh b\u00e1o, b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n ho\u1eb7c b\u1ed9 k\u00edch ho\u1ea1t m\u00e1y m\u00f3c, h\u00e3y \u0111\u1ea3m b\u1ea3o r\u1eb1ng ng\u01b0\u1eddi v\u1eadn h\u00e0nh, k\u1ef9 thu\u1eadt vi\u00ean v\u00e0 ng\u01b0\u1eddi gi\u00e1m s\u00e1t \u0111ang thu th\u1eadp c\u00f9ng m\u1ed9t tr\u01b0\u1eddng d\u1eef li\u1ec7u, c\u00f9ng m\u1ed9t \u0111\u1ecbnh d\u1ea1ng v\u00e0 c\u00f9ng m\u1ed9t th\u1eddi \u0111i\u1ec3m \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh. M\u00e3 th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng \u0111\u01b0\u1ee3c ti\u00eau chu\u1ea9n h\u00f3a, danh m\u1ee5c l\u1ed7i, ghi ch\u00fa b\u00e0n giao ca v\u00e0 l\u00fd do x\u1eed l\u00fd t\u1ea1o n\u00ean n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u m\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t th\u00f4ng minh ph\u1ee5 thu\u1ed9c v\u00e0o. N\u1ebfu thi\u1ebfu t\u00ednh nh\u1ea5t qu\u00e1n \u0111\u00f3, c\u00e1c b\u00e1o c\u00e1o tr\u00f4ng hi\u1ec7n \u0111\u1ea1i nh\u01b0ng c\u00e1c quy\u1ebft \u0111\u1ecbnh v\u1eabn d\u1ef1a tr\u00ean s\u1ef1 di\u1ec5n gi\u1ea3i.<\/p>\n\n\n\n

M\u1ed9t nh\u00e0 m\u00e1y l\u1eafp r\u00e1p \u0111i\u1ec7n t\u1eed l\u00e0 m\u1ed9t v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh. N\u1ebfu m\u1ed9t d\u00e2y chuy\u1ec1n ghi nh\u1eadn l\u1ed7i h\u00e0n theo m\u00e3 linh ki\u1ec7n, m\u1ed9t d\u00e2y chuy\u1ec1n kh\u00e1c theo d\u00f2ng s\u1ea3n ph\u1ea9m, v\u00e0 d\u00e2y chuy\u1ec1n th\u1ee9 ba ghi ch\u00fa b\u1eb1ng v\u0103n b\u1ea3n t\u1ef1 do, th\u00ec b\u1ed9 ph\u1eadn k\u1ef9 thu\u1eadt kh\u00f4ng th\u1ec3 nhanh ch\u00f3ng nh\u1eadn ra xu h\u01b0\u1edbng l\u1ed7i \u0111\u1ec3 x\u1eed l\u00fd. Vi\u1ec7c chu\u1ea9n h\u00f3a \u0111\u1ecbnh d\u1ea1ng ghi nh\u1eadn l\u1ed7i tr\u00ean t\u1ea5t c\u1ea3 c\u00e1c d\u00e2y chuy\u1ec1n c\u00f3 v\u1ebb kh\u00f4ng qu\u00e1 ph\u1ee9c t\u1ea1p, nh\u01b0ng n\u00f3 ngay l\u1eadp t\u1ee9c c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng truy v\u1ebft v\u00e0 ph\u00e2n t\u00edch nguy\u00ean nh\u00e2n g\u1ed1c r\u1ec5. Tr\u00ean th\u1ef1c t\u1ebf, \u0111\u00f3 th\u01b0\u1eddng l\u00e0 b\u01b0\u1edbc quan tr\u1ecdng h\u01a1n vi\u1ec7c th\u00eam m\u1ed9t b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n kh\u00e1c.<\/p>\n\n\n\n

<\/span>S\u1ed1 h\u00f3a c\u00e1c quy\u1ebft \u0111\u1ecbnh \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn th\u1eddi gian ph\u1ea3n h\u1ed3i.<\/span><\/h3>\n\n\n\n

Sau khi c\u00e1c d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o nh\u1ea5t qu\u00e1n, b\u01b0\u1edbc ti\u1ebfp theo l\u00e0... S\u1ed1 h\u00f3a quy tr\u00ecnh ph\u00ea duy\u1ec7t v\u00e0 chuy\u1ec3n giao.<\/strong> \u0110i\u1ec1u \u0111\u00f3 quy\u1ebft \u0111\u1ecbnh t\u1ed1c \u0111\u1ed9 ph\u1ea3n \u1ee9ng c\u1ee7a nh\u00e0 m\u00e1y. \u0110\u00e2y l\u00e0 n\u01a1i m\u00e0 s\u1ef1 ti\u1ebfn b\u1ed9 c\u1ee7a nh\u00e0 m\u00e1y th\u00f4ng minh tr\u1edf n\u00ean r\u00f5 r\u00e0ng trong ho\u1ea1t \u0111\u1ed9ng h\u00e0ng ng\u00e0y: y\u00eau c\u1ea7u b\u1ea3o tr\u00ec \u0111\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ebfn \u0111\u00fang k\u1ef9 thu\u1eadt vi\u00ean nhanh h\u01a1n, sai l\u1ec7ch ch\u1ea5t l\u01b0\u1ee3ng \u0111\u01b0\u1ee3c b\u00e1o c\u00e1o k\u00e8m b\u1eb1ng ch\u1ee9ng, v\u00e0 s\u1ef1 c\u1ed1 s\u1ea3n xu\u1ea5t kh\u00f4ng ph\u1ea3i ch\u1edd \u0111\u1ebfn cu\u1ed9c h\u1ecdp ti\u1ebfp theo. C\u00e1c nh\u00e0 m\u00e1y c\u1ea3i thi\u1ec7n th\u1eddi gian ph\u1ea3n h\u1ed3i th\u01b0\u1eddng c\u0169ng c\u1ea3i thi\u1ec7n vi\u1ec7c tu\u00e2n th\u1ee7 ti\u1ebfn \u0111\u1ed9, b\u1edfi v\u00ec \u00edt v\u1ea5n \u0111\u1ec1 t\u1ed3n \u0111\u1ecdng gi\u1eefa c\u00e1c b\u1ed9 ph\u1eadn. \u0110\u00f3 l\u00e0 m\u1ed9t l\u1ee3i th\u1ebf c\u1ed1t l\u00f5i c\u1ee7a vi\u1ec7c s\u1ed1 h\u00f3a d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n

Trong m\u00f4i tr\u01b0\u1eddng s\u1ea3n xu\u1ea5t r\u1eddi r\u1ea1c, b\u00e1o c\u00e1o v\u1ec1 s\u1ef1 hao m\u00f2n b\u1ea5t th\u01b0\u1eddng c\u1ee7a d\u1ee5ng c\u1ee5 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c chuy\u1ec3n t\u1eeb ng\u01b0\u1eddi v\u1eadn h\u00e0nh m\u00e1y \u0111\u1ebfn ng\u01b0\u1eddi qu\u1ea3n l\u00fd s\u1ea3n xu\u1ea5t r\u1ed3i \u0111\u1ebfn ng\u01b0\u1eddi l\u1eadp k\u1ebf ho\u1ea1ch b\u1ea3o tr\u00ec ch\u1ec9 trong v\u00e0i ph\u00fat thay v\u00ec h\u00e0ng gi\u1edd. N\u1ebfu quy tr\u00ecnh l\u00e0m vi\u1ec7c bao g\u1ed3m c\u00e1c tr\u01b0\u1eddng ti\u00eau chu\u1ea9n, quy t\u1eafc \u01b0u ti\u00ean v\u00e0 th\u1eddi gian leo thang, ng\u01b0\u1eddi gi\u00e1m s\u00e1t c\u00f3 th\u1ec3 can thi\u1ec7p tr\u01b0\u1edbc khi l\u01b0\u1ee3ng ph\u1ebf ph\u1ea9m t\u0103ng l\u00ean ho\u1eb7c x\u1ea3y ra s\u1ef1 c\u1ed1 d\u1eebng s\u1ea3n xu\u1ea5t ngo\u00e0i k\u1ebf ho\u1ea1ch. Gi\u00e1 tr\u1ecb \u1edf \u0111\u00e2y kh\u00f4ng ch\u1ec9 l\u00e0 vi\u1ec7c l\u01b0u tr\u1eef h\u1ed3 s\u01a1 k\u1ef9 thu\u1eadt s\u1ed1. \u0110\u00f3 l\u00e0 h\u00e0nh \u0111\u1ed9ng v\u1eadn h\u00e0nh nhanh h\u01a1n v\u00e0 nh\u1ea5t qu\u00e1n h\u01a1n.<\/p>\n\n\n\n

<\/span>H\u00e3y l\u00e0m cho hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng tr\u1edf n\u00ean r\u00f5 r\u00e0ng, sau \u0111\u00f3 m\u1edbi nh\u00e2n r\u1ed9ng nh\u1eefng g\u00ec hi\u1ec7u qu\u1ea3.<\/span><\/h3>\n\n\n\n

Sau khi quy tr\u00ecnh l\u00e0m vi\u1ec7c ho\u1ea1t \u0111\u1ed9ng \u1ed5n \u0111\u1ecbnh, h\u00e3y th\u1ef1c hi\u1ec7n n\u00f3. hi\u1ec7u su\u1ea5t c\u00f3 th\u1ec3 nh\u00ecn th\u1ea5y<\/strong> \u0110\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi qu\u1ea3n l\u00fd n\u00f3. C\u00e1c ch\u1ec9 s\u1ed1 h\u1eefu \u00edch nh\u1ea5t \u1edf giai \u0111o\u1ea1n n\u00e0y r\u1ea5t \u0111\u01a1n gi\u1ea3n: th\u1eddi gian ph\u00ea duy\u1ec7t trung b\u00ecnh, c\u00e1c v\u1ea5n \u0111\u1ec1 \u0111ang m\u1edf theo tr\u1ea1ng th\u00e1i, l\u1ed7i l\u1eb7p l\u1ea1i, ph\u1ea3n h\u1ed3i qu\u00e1 h\u1ea1n v\u00e0 vi\u1ec7c ho\u00e0n th\u00e0nh theo ca ho\u1eb7c d\u00e2y chuy\u1ec1n. Nh\u1eefng ch\u1ec9 s\u1ed1 n\u00e0y gi\u00fap c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o nh\u00e0 m\u00e1y th\u1ea5y li\u1ec7u quy tr\u00ecnh m\u1edbi c\u00f3 th\u1ef1c s\u1ef1 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t hay ch\u1ec9 t\u1ea1o ra nhi\u1ec1u h\u1ed3 s\u01a1 k\u1ef9 thu\u1eadt s\u1ed1 h\u01a1n. D\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t th\u1eddi gian th\u1ef1c tr\u1edf n\u00ean c\u00f3 gi\u00e1 tr\u1ecb khi n\u00f3 thay \u0111\u1ed5i c\u00e1c \u01b0u ti\u00ean trong c\u00f9ng m\u1ed9t ng\u00e0y.<\/p>\n\n\n\n

Vi\u1ec7c m\u1edf r\u1ed9ng quy m\u00f4 ch\u1ec9 n\u00ean \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n sau khi quy tr\u00ecnh th\u00ed \u0111i\u1ec3m \u1ed5n \u0111\u1ecbnh v\u00e0 m\u00f4 h\u00ecnh s\u1edf h\u1eefu r\u00f5 r\u00e0ng. M\u1ed9t nh\u00e0 m\u00e1y th\u00e0nh c\u00f4ng v\u1edbi vi\u1ec7c x\u1eed l\u00fd l\u1ed7i kh\u00f4ng ph\u00f9 h\u1ee3p b\u1eb1ng k\u1ef9 thu\u1eadt s\u1ed1 tr\u00ean m\u1ed9t d\u00e2y chuy\u1ec1n c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng c\u00e1c nguy\u00ean t\u1eafc thi\u1ebft k\u1ebf t\u01b0\u01a1ng t\u1ef1 cho c\u00e1c cu\u1ed9c ki\u1ec3m to\u00e1n nhi\u1ec1u l\u1edbp, \u0111i\u1ec1u ph\u1ed1i b\u1ea3o tr\u00ec ho\u1eb7c x\u00e1c nh\u1eadn chuy\u1ec3n \u0111\u1ed5i tr\u00ean to\u00e0n b\u1ed9 nh\u00e0 m\u00e1y. Theo th\u1eddi gian, c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i \u0111\u00f3 s\u1ebd h\u00ecnh th\u00e0nh x\u01b0\u01a1ng s\u1ed1ng ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u1ed9t nh\u00e0 m\u00e1y k\u1ebft n\u1ed1i. \u0110\u00f3 l\u00e0 c\u00e1ch h\u1ea7u h\u1ebft c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t h\u01b0\u1edbng t\u1edbi m\u1ed9t nh\u00e0 m\u00e1y th\u00f4ng minh h\u01a1n trong th\u1ef1c t\u1ebf: t\u1eebng quy tr\u00ecnh \u0111\u00e1ng tin c\u1eady m\u1ed9t.<\/p>\n\n\n\n

<\/span>N\u1ec1n t\u1ea3ng kh\u00f4ng c\u1ea7n l\u1eadp tr\u00ecnh gi\u00fap s\u1ed1 h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t nhanh h\u01a1n nh\u01b0 th\u1ebf n\u00e0o?<\/span><\/h2>\n\n\n\n

<\/span>T\u1ea1i sao l\u1eadp tr\u00ecnh kh\u00f4ng c\u1ea7n m\u00e3 l\u1ea1i quan tr\u1ecdng \u1edf l\u1edbp th\u1ef1c thi<\/span><\/h3>\n\n\n\n

Khi nh\u00e0 s\u1ea3n xu\u1ea5t \u0111\u00e3 x\u00e1c \u0111\u1ecbnh \u0111\u01b0\u1ee3c quy tr\u00ecnh c\u1ea7n s\u1ed1 h\u00f3a, t\u1ed1c \u0111\u1ed9<\/strong> \u0110i\u1ec1u n\u00e0y tr\u1edf th\u00e0nh m\u1ed9t h\u1ea1n ch\u1ebf ti\u1ebfp theo. C\u00e1c d\u1ef1 \u00e1n ph\u1ea7n m\u1ec1m truy\u1ec1n th\u1ed1ng th\u01b0\u1eddng m\u1ea5t nhi\u1ec1u th\u00e1ng v\u00ec m\u1ecdi bi\u1ec3u m\u1eabu, quy t\u1eafc ph\u00ea duy\u1ec7t v\u00e0 y\u00eau c\u1ea7u b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n \u0111\u1ec1u ph\u1ea3i tr\u1ea3i qua c\u00e1c b\u01b0\u1edbc ki\u1ec3m tra t\u1ed3n \u0111\u1ecdng c\u1ee7a b\u1ed9 ph\u1eadn CNTT, h\u00e0ng \u0111\u1ee3i thay \u0111\u1ed5i c\u1ee7a nh\u00e0 cung c\u1ea5p ho\u1eb7c chu k\u1ef3 t\u00f9y ch\u1ec9nh h\u1ec7 th\u1ed1ng ERP. C\u00e1c n\u1ec1n t\u1ea3ng kh\u00f4ng c\u1ea7n l\u1eadp tr\u00ecnh r\u00fat ng\u1eafn kho\u1ea3ng th\u1eddi gian \u0111\u00f3 b\u1eb1ng c\u00e1ch cho ph\u00e9p c\u00e1c nh\u00f3m v\u1eadn h\u00e0nh t\u1ef1 c\u1ea5u h\u00ecnh l\u1edbp th\u1ef1c thi, sau \u0111\u00f3 tinh ch\u1ec9nh n\u00f3 khi th\u1ef1c t\u1ebf s\u1ea3n xu\u1ea5t thay \u0111\u1ed5i. \u0110i\u1ec1u \u0111\u00f3 l\u00e0m cho vi\u1ec7c s\u1ed1 h\u00f3a d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t tr\u1edf n\u00ean thi\u1ebft th\u1ef1c h\u01a1n \u0111\u1ed1i v\u1edbi c\u00e1c nh\u00e0 m\u00e1y c\u1ea7n nh\u1eefng th\u00e0nh c\u00f4ng nhanh ch\u00f3ng, ch\u1ee9 kh\u00f4ng ph\u1ea3i m\u1ed9t ch\u01b0\u01a1ng tr\u00ecnh nh\u00e0 m\u00e1y C\u00f4ng nghi\u1ec7p 4.0 k\u00e9o d\u00e0i nhi\u1ec1u n\u0103m.<\/p>\n\n\n\n

Trong m\u1ed9t nh\u00e0 m\u00e1y th\u00f4ng minh<\/a><\/strong>, Nhi\u1ec1u quy tr\u00ecnh l\u00e0m vi\u1ec7c quan tr\u1ecdng n\u1eb1m gi\u1eefa c\u00e1c h\u1ec7 th\u1ed1ng ch\u1ee9 kh\u00f4ng ph\u1ea3i b\u00ean trong m\u1ed9t h\u1ec7 th\u1ed1ng duy nh\u1ea5t. M\u1ed9t c\u1ea3nh b\u00e1o ch\u1ea5t l\u01b0\u1ee3ng c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u t\u1eeb ng\u01b0\u1eddi v\u1eadn h\u00e0nh, chuy\u1ec3n \u0111\u1ebfn ng\u01b0\u1eddi gi\u00e1m s\u00e1t \u0111\u1ec3 x\u1eed l\u00fd, k\u00edch ho\u1ea1t b\u1ea3o tr\u00ec, v\u00e0 sau \u0111\u00f3 y\u00eau c\u1ea7u theo d\u00f5i s\u1ea3n xu\u1ea5t tr\u01b0\u1edbc khi d\u00e2y chuy\u1ec1n tr\u1edf l\u1ea1i \u0111i\u1ec1u ki\u1ec7n ti\u00eau chu\u1ea9n. C\u00e1c c\u00f4ng c\u1ee5 kh\u00f4ng c\u1ea7n l\u1eadp tr\u00ecnh r\u1ea5t h\u1eefu \u00edch trong tr\u01b0\u1eddng h\u1ee3p n\u00e0y v\u00ec ch\u00fang c\u00f3 th\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o c\u00f3 c\u1ea5u tr\u00fac, t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u1ecbnh tuy\u1ebfn, ghi d\u1ea5u th\u1eddi gian c\u00e1c h\u00e0nh \u0111\u1ed9ng v\u00e0 cung c\u1ea5p d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t theo th\u1eddi gian th\u1ef1c v\u00e0o b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n m\u00e0 kh\u00f4ng c\u1ea7n ch\u1edd m\u00e3 t\u00f9y ch\u1ec9nh. \u0110i\u1ec1u \u0111\u00f3 gi\u00fap bi\u1ebfn k\u1ebf ho\u1ea1ch nh\u00e0 m\u00e1y k\u1ef9 thu\u1eadt s\u1ed1 th\u00e0nh k\u1ef7 lu\u1eadt v\u1eadn h\u00e0nh h\u00e0ng ng\u00e0y.<\/p>\n\n\n\n

<\/span>Gi\u1ea3i ph\u00e1p kh\u00f4ng c\u1ea7n l\u1eadp tr\u00ecnh (No-Code) c\u00f3 v\u1ecb tr\u00ed nh\u01b0 th\u1ebf n\u00e0o b\u00ean c\u1ea1nh h\u1ec7 th\u1ed1ng ERP v\u00e0 MES?<\/span><\/h3>\n\n\n\n

ERP<\/strong> V\u00e0 MES<\/a><\/strong> H\u1ec7 th\u1ed1ng ERP v\u1eabn \u0111\u00f3ng vai tr\u00f2 trung t\u00e2m trong s\u1ea3n xu\u1ea5t th\u00f4ng minh, nh\u01b0ng ch\u00fang kh\u00f4ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 x\u1eed l\u00fd nhanh ch\u00f3ng m\u1ecdi bi\u1ebfn \u0111\u1ed9ng \u1edf kh\u00e2u s\u1ea3n xu\u1ea5t. ERP m\u1ea1nh v\u1ec1 giao d\u1ecbch, l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 d\u1eef li\u1ec7u ch\u00ednh, trong khi MES m\u1ea1nh v\u1ec1 ki\u1ec3m so\u00e1t s\u1ea3n xu\u1ea5t, truy xu\u1ea5t ngu\u1ed3n g\u1ed1c v\u00e0 th\u1ef1c thi li\u00ean k\u1ebft m\u00e1y m\u00f3c. Kho\u1ea3ng tr\u1ed1ng th\u01b0\u1eddng xu\u1ea5t hi\u1ec7n trong c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u1eb7c th\u00f9 c\u1ee7a nh\u00e0 m\u00e1y, ch\u1eb3ng h\u1ea1n nh\u01b0 ki\u1ec3m to\u00e1n nhi\u1ec1u l\u1edbp, ph\u00ea duy\u1ec7t sai l\u1ec7ch, y\u00eau c\u1ea7u b\u1ea3o tr\u00ec, x\u1eed l\u00fd th\u1ebb \u0111\u1ecf ho\u1eb7c leo thang ki\u1ec3m tra s\u1ea3n ph\u1ea9m \u0111\u1ea7u ti\u00ean. C\u00e1c n\u1ec1n t\u1ea3ng kh\u00f4ng c\u1ea7n l\u1eadp tr\u00ecnh l\u1ea5p \u0111\u1ea7y kho\u1ea3ng tr\u1ed1ng \u0111\u00f3 b\u1eb1ng c\u00e1ch k\u1ebft n\u1ed1i con ng\u01b0\u1eddi, quy\u1ebft \u0111\u1ecbnh v\u00e0 h\u1ed3 s\u01a1 xung quanh c\u00e1c h\u1ec7 th\u1ed1ng c\u1ed1t l\u00f5i \u0111\u00e3 c\u00f3 s\u1eb5n.<\/p>\n\n\n\n

So v\u1edbi b\u1ea3ng t\u00ednh, c\u00e1c \u1ee9ng d\u1ee5ng quy tr\u00ecnh l\u00e0m vi\u1ec7c kh\u00f4ng c\u1ea7n l\u1eadp tr\u00ecnh b\u1ed5 sung th\u00eam kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t, nh\u1eadt k\u00fd ki\u1ec3m to\u00e1n v\u00e0 c\u00e1c h\u00e0nh \u0111\u1ed9ng d\u1ef1a tr\u00ean vai tr\u00f2. So v\u1edbi vi\u1ec7c t\u00f9y ch\u1ec9nh h\u1ec7 th\u1ed1ng ERP, ch\u00fang c\u1ea5u h\u00ecnh nhanh h\u01a1n v\u00e0 d\u1ec5 thay \u0111\u1ed5i h\u01a1n khi m\u1ed9t d\u00e2y chuy\u1ec1n th\u00eam m\u1ed9t b\u01b0\u1edbc ki\u1ec3m tra, ph\u00ea duy\u1ec7t ho\u1eb7c quy t\u1eafc ngo\u1ea1i l\u1ec7 m\u1edbi. So v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t ph\u1ee9c t\u1ea1p h\u01a1n, ch\u00fang \u00edt g\u00e2y gi\u00e1n \u0111o\u1ea1n h\u01a1n khi m\u1ee5c ti\u00eau l\u00e0 s\u1ed1 h\u00f3a m\u1ed9t quy tr\u00ecnh c\u00f3 nhi\u1ec1u ma s\u00e1t tr\u01b0\u1edbc ti\u00ean v\u00e0 m\u1edf r\u1ed9ng d\u1ea7n t\u1eeb \u0111\u00f3. \u0110\u1ed1i v\u1edbi nhi\u1ec1u nh\u00e0 m\u00e1y, \u0111i\u1ec1u \u0111\u00f3 khi\u1ebfn ch\u00fang tr\u1edf th\u00e0nh m\u1ed9t kh\u1ed1i x\u00e2y d\u1ef1ng thi\u1ebft th\u1ef1c trong m\u1ed9t nh\u00e0 m\u00e1y k\u1ebft n\u1ed1i h\u01a1n l\u00e0 m\u1ed9t s\u1ef1 thay th\u1ebf cho c\u00e1c n\u1ec1n t\u1ea3ng doanh nghi\u1ec7p hi\u1ec7n c\u00f3.<\/p>\n\n\n\n

\"Ki\u1ebfn<\/figure>\n\n\n\n

<\/span>M\u1ed9t v\u00ed d\u1ee5 th\u1ef1c t\u1ebf: Thay th\u1ebf vi\u1ec7c ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng gi\u1ea5y v\u00e0 y\u00eau c\u1ea7u b\u1ea3o tr\u00ec<\/span><\/h3>\n\n\n\n

H\u00e3y xem x\u00e9t m\u1ed9t nh\u00e0 s\u1ea3n xu\u1ea5t r\u1eddi r\u1ea1c v\u1eadn h\u00e0nh nhi\u1ec1u d\u00e2y chuy\u1ec1n l\u1eafp r\u00e1p v\u1edbi vi\u1ec7c ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng b\u1eb1ng gi\u1ea5y t\u1edd v\u00e0o \u0111\u1ea7u m\u1ed7i ca l\u00e0m vi\u1ec7c. C\u00e1c c\u00f4ng nh\u00e2n ghi l\u1ea1i k\u1ebft qu\u1ea3 ki\u1ec3m tra b\u1eb1ng tay, ng\u01b0\u1eddi gi\u00e1m s\u00e1t xem x\u00e9t ch\u00fang sau \u0111\u00f3, v\u00e0 c\u00e1c ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng th\u01b0\u1eddng \u0111\u01b0\u1ee3c th\u00f4ng b\u00e1o qua \u0111i\u1ec7n tho\u1ea1i ho\u1eb7c nh\u00f3m nh\u1eafn tin. Khi v\u1ea5n \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn thi\u1ebft b\u1ecb, m\u1ed9t y\u00eau c\u1ea7u b\u1ea3o tr\u00ec ri\u00eang bi\u1ec7t \u0111\u01b0\u1ee3c t\u1ea1o ra, \u0111i\u1ec1u n\u00e0y l\u00e0m ch\u1eadm qu\u00e1 tr\u00ecnh ng\u0103n ch\u1eb7n v\u00e0 l\u00e0m suy y\u1ebfu kh\u1ea3 n\u0103ng truy v\u1ebft. K\u1ebft qu\u1ea3 l\u00e0 ph\u1ea3n h\u1ed3i b\u1ecb ch\u1eadm tr\u1ec5, h\u1ed3 s\u01a1 kh\u00f4ng \u0111\u1ea7y \u0111\u1ee7 v\u00e0 kh\u1ea3 n\u0103ng theo d\u00f5i c\u00e1c l\u1ed7i l\u1eb7p l\u1ea1i b\u1ecb h\u1ea1n ch\u1ebf.<\/p>\n\n\n\n

S\u1eed d\u1ee5ng Jodoo<\/strong><\/a>, Nh\u1edd \u0111\u00f3, nh\u00e0 m\u00e1y c\u00f3 th\u1ec3 thay th\u1ebf quy tr\u00ecnh th\u1ee7 c\u00f4ng b\u1eb1ng c\u00e1c bi\u1ec3u m\u1eabu di \u0111\u1ed9ng \u0111\u1ec3 ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng theo ca v\u00e0 b\u00e1o c\u00e1o s\u1ef1 c\u1ed1 m\u00e1y m\u00f3c. Ng\u01b0\u1eddi v\u1eadn h\u00e0nh g\u1eedi k\u1ebft qu\u1ea3 ki\u1ec3m tra t\u1eeb \u0111i\u1ec7n tho\u1ea1i ho\u1eb7c m\u00e1y t\u00ednh b\u1ea3ng, \u0111\u00ednh k\u00e8m \u1ea3nh v\u00e0 k\u00edch ho\u1ea1t quy tr\u00ecnh l\u00e0m vi\u1ec7c c\u00f3 \u0111i\u1ec1u ki\u1ec7n khi k\u1ebft qu\u1ea3 \u0111o n\u1eb1m ngo\u00e0i ti\u00eau chu\u1ea9n. H\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng chuy\u1ec3n tr\u01b0\u1eddng h\u1ee3p \u0111\u1ebfn ng\u01b0\u1eddi gi\u00e1m s\u00e1t d\u00e2y chuy\u1ec1n, k\u1ef9 s\u01b0 ch\u1ea5t l\u01b0\u1ee3ng ho\u1eb7c nh\u00f3m b\u1ea3o tr\u00ec d\u1ef1a tr\u00ean lo\u1ea1i l\u1ed7i, t\u00e0i s\u1ea3n ho\u1eb7c m\u1ee9c \u0111\u1ed9 nghi\u00eam tr\u1ecdng. M\u1ed7i b\u01b0\u1edbc \u0111\u1ec1u \u0111\u01b0\u1ee3c ghi l\u1ea1i, gi\u00fap nh\u00e0 m\u00e1y c\u00f3 h\u1ed3 s\u01a1 r\u00f5 r\u00e0ng h\u01a1n v\u1ec1 th\u1eddi gian ph\u1ea3n h\u1ed3i v\u00e0 k\u1ef7 lu\u1eadt theo d\u00f5i.<\/p>\n\n\n\n

B\u1edfi v\u00ec Jodoo<\/strong><\/a> Ngo\u00e0i ra, Jodoo c\u00f2n bao g\u1ed3m b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n v\u00e0 theo d\u00f5i quy tr\u00ecnh l\u00e0m vi\u1ec7c, cho ph\u00e9p c\u00f9ng m\u1ed9t nh\u00e0 s\u1ea3n xu\u1ea5t gi\u00e1m s\u00e1t c\u00e1c v\u1ea5n \u0111\u1ec1 \u0111ang t\u1ed3n \u0111\u1ecdng, c\u00e1c h\u00e0nh \u0111\u1ed9ng qu\u00e1 h\u1ea1n, c\u00e1c l\u1ed7i l\u1eb7p l\u1ea1i v\u00e0 nguy\u00ean nh\u00e2n g\u00e2y ra th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng \u1edf c\u00f9ng m\u1ed9t n\u01a1i. \u0110i\u1ec1u n\u00e0y gi\u00fap c\u00e1c nh\u00f3m s\u1ea3n xu\u1ea5t, ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 b\u1ea3o tr\u00ec c\u00f3 c\u00e1i nh\u00ecn t\u1ed5ng quan thay v\u00ec c\u00e1c b\u1ea3ng t\u00ednh v\u00e0 h\u1ed9p th\u01b0 \u0111\u1ebfn ri\u00eang bi\u1ec7t. N\u1ebfu nh\u00e0 m\u00e1y \u0111\u00e3 s\u1eed d\u1ee5ng ERP ho\u1eb7c MES, Jodoo c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng tr\u00ean c\u00e1c h\u1ec7 th\u1ed1ng \u0111\u00f3 nh\u01b0 m\u1ed9t l\u1edbp thu th\u1eadp d\u1eef li\u1ec7u v\u00e0 quy tr\u00ecnh l\u00e0m vi\u1ec7c linh ho\u1ea1t cho c\u00e1c quy tr\u00ecnh c\u1ea7n th\u00edch \u1ee9ng nhanh h\u01a1n. \u0110\u00e2y th\u01b0\u1eddng l\u00e0 c\u00e1ch m\u00e0 qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong nh\u00e0 m\u00e1y \u0111\u1ea1t \u0111\u01b0\u1ee3c \u0111\u00e0 ph\u00e1t tri\u1ec3n: t\u1eebng quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u01b0\u1ee3c ki\u1ec3m so\u00e1t m\u1ed9t, \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng d\u1ef1a tr\u00ean c\u00e1c quy\u1ebft \u0111\u1ecbnh th\u1ef1c t\u1ebf t\u1ea1i x\u01b0\u1edfng s\u1ea3n xu\u1ea5t.<\/p>\n\n\n\n

<\/span>K\u1ebft lu\u1eadn: H\u00e3y b\u1eaft \u0111\u1ea7u h\u00e0nh tr\u00ecnh x\u00e2y d\u1ef1ng nh\u00e0 m\u00e1y th\u00f4ng minh c\u1ee7a b\u1ea1n v\u1edbi b\u01b0\u1edbc \u0111i thi\u1ebft th\u1ef1c \u0111\u1ea7u ti\u00ean.<\/span><\/h2>\n\n\n\n

A nh\u00e0 m\u00e1y th\u00f4ng minh<\/strong><\/a> N\u00f3 kh\u00f4ng gi\u1ed1ng nh\u01b0 m\u1ed9t nh\u00e0 m\u00e1y ho\u00e0n to\u00e0n t\u1ef1 \u0111\u1ed9ng. \u0110\u1ed1i v\u1edbi h\u1ea7u h\u1ebft c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t, n\u00f3 b\u1eaft \u0111\u1ea7u v\u1edbi nh\u1eefng \u0111i\u1ec1u thi\u1ebft th\u1ef1c h\u01a1n: d\u1eef li\u1ec7u ch\u00ednh x\u00e1c t\u1eeb tuy\u1ebfn \u0111\u1ea7u, ph\u00ea duy\u1ec7t nhanh h\u01a1n, c\u00e1c tr\u01b0\u1eddng h\u1ee3p ngo\u1ea1i l\u1ec7 d\u1ec5 nh\u1eadn bi\u1ebft v\u00e0 quy tr\u00ecnh l\u00e0m vi\u1ec7c l\u1eb7p l\u1ea1i gi\u00fap c\u00e1c nh\u00f3m ph\u1ea3n h\u1ed3i trong th\u1eddi gian th\u1ef1c. \u0110\u00f3 l\u00e0 \u0111i\u1ec1u bi\u1ebfn ho\u1ea1t \u0111\u1ed9ng s\u1ea3n xu\u1ea5t r\u1eddi r\u1ea1c th\u00e0nh m\u1ed9t h\u1ec7 th\u1ed1ng v\u1eadn h\u00e0nh k\u1ebft n\u1ed1i cho to\u00e0n b\u1ed9 nh\u00e0 m\u00e1y.<\/p>\n\n\n\n

B\u00e0i h\u1ecdc quan tr\u1ecdng r\u1ea5t \u0111\u01a1n gi\u1ea3n: s\u1ed1 h\u00f3a hi\u1ec7u qu\u1ea3 nh\u1ea5t khi b\u1ea1n b\u1eaft \u0111\u1ea7u v\u1edbi m\u1ed9t quy tr\u00ecnh g\u00e2y ra kh\u00f3 kh\u0103n h\u00e0ng ng\u00e0y, r\u1ed3i m\u1edf r\u1ed9ng d\u1ea7n t\u1eeb \u0111\u00f3. \u0110\u00f3 c\u00f3 th\u1ec3 l\u00e0 ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng, y\u00eau c\u1ea7u b\u1ea3o tr\u00ec, b\u00e1o c\u00e1o th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng, b\u00e0n giao ca l\u00e0m vi\u1ec7c ho\u1eb7c theo d\u00f5i s\u1ea3n xu\u1ea5t. Khi c\u00e1c quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u00f3 \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a, chu\u1ea9n h\u00f3a v\u00e0 minh b\u1ea1ch, th\u1eddi gian ph\u1ea3n h\u1ed3i s\u1ebd \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n, b\u00e1o c\u00e1o tr\u1edf n\u00ean \u0111\u00e1ng tin c\u1eady h\u01a1n v\u00e0 vi\u1ec7c c\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c s\u1ebd c\u00f3 d\u1eef li\u1ec7u t\u1ed1t h\u01a1n.<\/p>\n\n\n\n

N\u1ebfu b\u1ea1n mu\u1ed1n h\u01b0\u1edbng t\u1edbi m\u1ed9t nh\u00e0 m\u00e1y th\u00f4ng minh m\u00e0 kh\u00f4ng c\u1ea7n ch\u1edd \u0111\u1ee3i m\u1ed9t d\u1ef1 \u00e1n CNTT quy m\u00f4 l\u1edbn, Jodoo<\/strong><\/a> Jodoo cung c\u1ea5p m\u1ed9t \u0111i\u1ec3m kh\u1edfi \u0111\u1ea7u thi\u1ebft th\u1ef1c. L\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng s\u1ea3n xu\u1ea5t tinh g\u1ecdn kh\u00f4ng c\u1ea7n l\u1eadp tr\u00ecnh, Jodoo gi\u00fap c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t x\u00e2y d\u1ef1ng c\u00e1c bi\u1ec3u m\u1eabu di \u0111\u1ed9ng, quy tr\u00ecnh ph\u00ea duy\u1ec7t, theo d\u00f5i s\u1ef1 c\u1ed1, b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n v\u00e0 c\u00e1c \u1ee9ng d\u1ee5ng s\u00e0n s\u1ea3n xu\u1ea5t \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i ho\u1ea1t \u0111\u1ed9ng c\u00f9ng v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng ERP v\u00e0 MES. B\u1ea1n c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u d\u00f9ng th\u1eed mi\u1ec5n ph\u00ed<\/strong><\/a> ho\u1eb7c \u0110\u1eb7t l\u1ecbch d\u00f9ng th\u1eed<\/strong><\/a> \u0110\u1ec3 xem quy tr\u00ecnh l\u00e0m vi\u1ec7c \u0111\u1ea7u ti\u00ean c\u1ee7a b\u1ea1n c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a nhanh ch\u00f3ng nh\u01b0 th\u1ebf n\u00e0o.<\/p>","protected":false},"excerpt":{"rendered":"

X\u00e2y d\u1ef1ng nh\u00e0 m\u00e1y th\u00f4ng minh t\u1eebng b\u01b0\u1edbc m\u1ed9t v\u1edbi quy tr\u00ecnh l\u00e0m vi\u1ec7c k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0 d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c. Xem c\u00e1ch Jodoo gi\u00fap c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t kh\u1edfi nghi\u1ec7p nhanh h\u01a1n. \u0110\u1eb7t l\u1ecbch d\u00f9ng th\u1eed v\u1edbi Jodoo ngay h\u00f4m nay.<\/p>","protected":false},"author":1,"featured_media":7855,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-7882","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-solutions"],"blocksy_meta":[],"yoast_head":"\nSmart Factory: What It Means and How Manufacturers Can Start Digitally - Jodoo Blog<\/title>\n<meta name=\"description\" content=\"Build a smart factory step by step with digital workflows and real-time data. 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