{"id":15770,"date":"2023-09-29T11:16:07","date_gmt":"2023-09-29T03:16:07","guid":{"rendered":"https:\/\/incit.org\/?p=15770"},"modified":"2025-06-13T23:04:30","modified_gmt":"2025-06-13T15:04:30","slug":"microfactories-why-smaller-highly-automated-factories-are-the-future-of-manufacturing","status":"publish","type":"post","link":"https:\/\/incit.org\/vi\/thought-leadership\/microfactories-why-smaller-highly-automated-factories-are-the-future-of-manufacturing\/","title":{"rendered":"Nh\u00e0 m\u00e1y si\u00eau nh\u1ecf: t\u1ea1i sao c\u00e1c nh\u00e0 m\u00e1y nh\u1ecf h\u01a1n, t\u1ef1 \u0111\u1ed9ng h\u00f3a cao l\u1ea1i l\u00e0 t\u01b0\u01a1ng lai c\u1ee7a s\u1ea3n xu\u1ea5t"},"content":{"rendered":"

Kh\u00f4ng c\u00f2n nghi ng\u1edd g\u00ec n\u1eefa r\u1eb1ng C\u00f4ng nghi\u1ec7p 4.0 chuy\u1ec3n \u0111\u1ed5i s\u1ed1<\/a> \u0111\u00e3 thay \u0111\u1ed5i \u0111\u00e1ng k\u1ec3 b\u1ed1i c\u1ea3nh s\u1ea3n xu\u1ea5t. C\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a cho ph\u00e9p c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t t\u0103ng c\u01b0\u1eddng hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng, \u0111\u1ea1t \u0111\u01b0\u1ee3c<\/a> n\u0103ng su\u1ea5t t\u0103ng \u0111\u00e1ng k\u1ec3 (t\u0103ng t\u1eeb 15% \u0111\u1ebfn 30%) v\u00e0 th\u1eddi gian ch\u1ebft gi\u1ea3m \u0111\u00e1ng k\u1ec3 (gi\u1ea3m t\u1eeb 30% \u0111\u1ebfn 50%).<\/p>\n

Nh\u1eefng c\u1ea3i ti\u1ebfn c\u00f4ng ngh\u1ec7 n\u00e0y c\u0169ng d\u1eabn \u0111\u1ebfn s\u1ef1 xu\u1ea5t hi\u1ec7n r\u1ed9ng r\u00e3i h\u01a1n c\u1ee7a c\u00e1c nh\u00e0 m\u00e1y si\u00eau nh\u1ecf.<\/p>\n

C\u00e1c nh\u00e0 m\u00e1y si\u00eau nh\u1ecf l\u00e0 nh\u1eefng nh\u00e0 m\u00e1y nh\u1ecf h\u01a1n t\u1eadn d\u1ee5ng c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 gi\u1ea3i ph\u00e1p ti\u00ean ti\u1ebfn \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c l\u1ee3i th\u1ebf c\u1ea1nh tranh trong khi cung c\u1ea5p m\u1ee9c \u0111\u1ed9 linh ho\u1ea1t v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng m\u1edbi m\u00e0 c\u00e1c nh\u00e0 m\u00e1y th\u00f4ng th\u01b0\u1eddng l\u1edbn h\u01a1n kh\u00f3 c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c. S\u1eed d\u1ee5ng AI, m\u00e1y h\u1ecdc, d\u1eef li\u1ec7u l\u1edbn v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn kh\u00e1c \u0111\u00e3 gi\u00fap lo\u1ea1i b\u1ecf ch\u1ea5t th\u1ea3i, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u00e0 c\u00e1 nh\u00e2n h\u00f3a d\u1ec5 d\u00e0ng h\u01a1n nhi\u1ec1u.<\/p>\n

Trong khi c\u00e1c nh\u00e0 m\u00e1y truy\u1ec1n th\u1ed1ng v\u1eabn c\u00f2n nhi\u1ec1u th\u1ee9 \u0111\u1ec3 cung c\u1ea5p v\u1ec1 m\u1eb7t quy m\u00f4 kinh t\u1ebf v\u00e0 hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng<\/a>T\u00ednh m\u00f4-\u0111un c\u1ee7a c\u00e1c nh\u00e0 m\u00e1y si\u00eau nh\u1ecf \u0111ang thu h\u00fat s\u1ef1 ch\u00fa \u00fd khi c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t \u0111\u1ea1t \u0111\u01b0\u1ee3c n\u0103ng su\u1ea5t hi\u1ec7u qu\u1ea3 h\u01a1n nh\u1edd AI v\u00e0 Internet v\u1ea1n v\u1eadt c\u00f4ng nghi\u1ec7p (IIoT).<\/p>\n

Nh\u01b0ng li\u1ec7u nh\u1eefng nh\u00e0 m\u00e1y si\u00eau nh\u1ecf \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi AI n\u00e0y c\u00f3 th\u1ec3 thay th\u1ebf nh\u1eefng nh\u00e0 m\u00e1y truy\u1ec1n th\u1ed1ng kh\u00f4ng? Li\u1ec7u nh\u1eefng nh\u00e0 m\u00e1y si\u00eau nh\u1ecf c\u00f3 b\u1ec1n v\u1eefng h\u01a1n nh\u1eefng nh\u00e0 m\u00e1y th\u00f4ng th\u01b0\u1eddng kh\u00f4ng?<\/p>\n

Nh\u00e0 m\u00e1y si\u00eau nh\u1ecf l\u00e0 g\u00ec?<\/h2>\n

\u0110\u1ea7u ti\u00ean, m\u1ed9t nh\u00e0 m\u00e1y si\u00eau nh\u1ecf c\u00f3 quy m\u00f4 v\u1eeba v\u00e0 nh\u1ecf, ti\u00ean ti\u1ebfn v\u1ec1 m\u1eb7t c\u00f4ng ngh\u1ec7, v\u1edbi m\u1ee9c \u0111\u1ed9 t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 k\u1ebft n\u1ed1i cao th\u00fac \u0111\u1ea9y c\u00e1c quy tr\u00ecnh c\u1ee7a n\u00f3. So v\u1edbi c\u00e1c nh\u00e0 m\u00e1y truy\u1ec1n th\u1ed1ng, c\u00e1c nh\u00e0 m\u00e1y si\u00eau nh\u1ecf ti\u00eau th\u1ee5 \u00edt \u0111i\u1ec7n n\u0103ng v\u00e0 ngu\u1ed3n nh\u00e2n l\u1ef1c h\u01a1n do c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi h\u01a1n c\u00f3 hi\u1ec7u qu\u1ea3 cao h\u01a1n, do \u0111\u00f3 h\u1ea7u nh\u01b0 kh\u00f4ng c\u1ea7n \u0111\u1ea7u v\u00e0o c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n

B\u1ea3n ch\u1ea5t m\u00f4-\u0111un c\u1ee7a c\u00e1c nh\u00e0 m\u00e1y si\u00eau nh\u1ecf gi\u00fap \u0111\u1ea1t \u0111\u01b0\u1ee3c kh\u1ed1i l\u01b0\u1ee3ng s\u1ea3n xu\u1ea5t l\u1edbn v\u00ec m\u1ed7i nh\u00e0 m\u00e1y si\u00eau nh\u1ecf c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c coi l\u00e0 m\u1ed9t "\u00f4" c\u1ee7a m\u1ed9t d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t r\u1ed9ng l\u1edbn h\u01a1n, th\u1ef1c hi\u1ec7n nhi\u1ec1u nhi\u1ec7m v\u1ee5 s\u1ea3n xu\u1ea5t kh\u00e1c nhau gi\u00fap r\u00fat ng\u1eafn th\u1eddi gian s\u1ea3n xu\u1ea5t khi ho\u1ea1t \u0111\u1ed9ng song song.<\/p>\n

Ho\u1ea1t \u0111\u1ed9ng \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n v\u00e0 t\u00ednh b\u1ec1n v\u1eefng cao h\u01a1n v\u1edbi c\u00e1c nh\u00e0 m\u00e1y si\u00eau nh\u1ecf<\/h2>\n

T\u0103ng hi\u1ec7u qu\u1ea3 chi ph\u00ed<\/h3>\n

V\u1edbi nh\u1eefng thay \u0111\u1ed5i nhanh ch\u00f3ng trong c\u00e1c nh\u00e0 m\u00e1y hi\u1ec7n \u0111\u1ea1i, c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t \u0111ang \u0111\u1ea7u t\u01b0 m\u1ea1nh v\u00e0o c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 s\u00e1ng t\u1ea1o m\u1edbi \u0111\u1ec3 qu\u1ea3n l\u00fd nhu c\u1ea7u thay \u0111\u1ed5i. Nh\u1eefng kho\u1ea3n \u0111\u1ea7u t\u01b0 n\u00e0y c\u00f3 th\u1ec3 nhanh ch\u00f3ng t\u0103ng l\u00ean n\u1ebfu nh\u00e0 m\u00e1y c\u1ea7n c\u1eadp nh\u1eadt th\u01b0\u1eddng xuy\u00ean, \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn th\u1eddi gian s\u1ea3n xu\u1ea5t, chi ph\u00ed s\u1ea3n ph\u1ea9m v\u00e0 nhi\u1ec1u th\u1ee9 kh\u00e1c.<\/p>\n

\u0110\u1ed1i v\u1edbi c\u00e1c nh\u00e0 m\u00e1y si\u00eau nh\u1ecf, chi ph\u00ed n\u00e0y s\u1ebd th\u1ea5p h\u01a1n nhi\u1ec1u so v\u1edbi c\u00e1c d\u00e2y chuy\u1ec1n nh\u00e0 m\u00e1y truy\u1ec1n th\u1ed1ng v\u00ec ch\u1ec9 c\u00f3 c\u00e1c \u00f4 ho\u1eb7c th\u00e0nh ph\u1ea7n c\u1ee5 th\u1ec3 \u0111\u01b0\u1ee3c thay \u0111\u1ed5i. \u0110i\u1ec1u n\u00e0y gi\u00fap ki\u1ec3m so\u00e1t chi ph\u00ed v\u1edbi c\u00e1c b\u1ea3n c\u1eadp nh\u1eadt nhanh h\u01a1n v\u00e0 th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng ng\u1eafn h\u01a1n.<\/p>\n

T\u0103ng kh\u1ea3 n\u0103ng s\u1eeda ch\u1eefa v\u00e0 d\u1ec5 b\u1ea3o tr\u00ec<\/h3>\n

C\u00e1c nh\u00e0 m\u00e1y si\u00eau nh\u1ecf l\u00e0 m\u00f4-\u0111un v\u00e0 \u0111\u01b0\u1ee3c chu\u1ea9n h\u00f3a<\/a> v\u1ec1 m\u1eb7t ph\u1ea7n c\u1ee9ng, ph\u1ea7n m\u1ec1m v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng chung \u0111\u1ec3 duy tr\u00ec m\u1ee9c hi\u1ec7u qu\u1ea3 cao nh\u1ea5t v\u00e0 d\u1ec5 s\u1eeda ch\u1eefa. So v\u1edbi c\u00e1c nh\u00e0 m\u00e1y hi\u1ec7n \u0111\u1ea1i l\u1edbn h\u01a1n v\u1edbi c\u00f4ng ngh\u1ec7 tinh vi v\u00e0 c\u00e1c th\u00e0nh ph\u1ea7n ph\u1ea7n c\u1ee9ng t\u00f9y ch\u1ec9nh, \u0111i\u1ec1u n\u00e0y gi\u00fap b\u1ea3o tr\u00ec nh\u00e0 m\u00e1y d\u1ec5 d\u00e0ng h\u01a1n.<\/p>\n

T\u0103ng kh\u1ea3 n\u0103ng t\u00f9y ch\u1ec9nh v\u00e0 c\u00e1 nh\u00e2n h\u00f3a<\/h3>\n

V\u1edbi s\u1ef1 ra \u0111\u1eddi c\u1ee7a IIoT, AI v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 ti\u00ean ti\u1ebfn kh\u00e1c, kh\u00e1ch h\u00e0ng ng\u00e0y nay c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn nh\u1eadn c\u00e1c s\u1ea3n ph\u1ea9m v\u00e0 d\u1ecbch v\u1ee5 \u0111\u01b0\u1ee3c c\u00e1 nh\u00e2n h\u00f3a cao. Nhu c\u1ea7u ng\u00e0y c\u00e0ng t\u0103ng v\u1ec1 kh\u1ea3 n\u0103ng t\u00f9y ch\u1ec9nh \u0111\u00e3 d\u1eabn \u0111\u1ebfn nh\u1eefng th\u00e1ch th\u1ee9c s\u1ea3n xu\u1ea5t l\u1edbn h\u01a1n trong vi\u1ec7c t\u1ea1o ra c\u00e1c s\u1ea3n ph\u1ea9m th\u00edch \u1ee9ng v\u1edbi nhu c\u1ea7u thay \u0111\u1ed5i c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng. C\u00e1c nh\u00e0 m\u00e1y si\u00eau nh\u1ecf c\u00f3 th\u1ec3 theo k\u1ecbp nh\u1eefng nhu c\u1ea7u n\u00e0y nh\u1edd c\u00e1c h\u1ec7 th\u1ed1ng nhanh nh\u1eb9n v\u00e0 t\u1ef1 \u0111\u1ed9ng c\u1ee7a h\u1ecd, t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho nh\u1eefng thay \u0111\u1ed5i nhanh ch\u00f3ng trong y\u00eau c\u1ea7u s\u1ea3n xu\u1ea5t.<\/p>\n

T\u0103ng t\u00ednh b\u1ec1n v\u1eefng v\u00e0 gi\u1ea3m l\u01b0\u1ee3ng kh\u00ed th\u1ea3i carbon<\/h3>\n

C\u00e1c nh\u00e0 m\u00e1y si\u00eau nh\u1ecf ti\u00eau th\u1ee5 \u00edt \u0111i\u1ec7n n\u0103ng v\u00e0 t\u00e0i nguy\u00ean h\u01a1n so v\u1edbi c\u00e1c nh\u00e0 m\u00e1y th\u00f4ng th\u01b0\u1eddng nh\u1edd v\u00e0o s\u1ef1 d\u1ec5 d\u00e0ng tri\u1ec3n khai v\u00e0 v\u1eadn h\u00e0nh. M\u1ed7i \u00f4 trong c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c sao ch\u00e9p h\u00e0ng lo\u1ea1t v\u00e0 s\u1ea3n xu\u1ea5t ri\u00eang bi\u1ec7t, d\u1eabn \u0111\u1ebfn t\u1ed5ng th\u1eddi gian s\u1eed d\u1ee5ng, n\u0103ng l\u01b0\u1ee3ng s\u1eed d\u1ee5ng v\u00e0 l\u01b0\u1ee3ng kh\u00ed th\u1ea3i ph\u00e1t sinh th\u1ea5p h\u01a1n. C\u00e1c \u00f4 n\u00e0y c\u0169ng c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng ho\u00e1n \u0111\u1ed5i so v\u1edbi vi\u1ec7c thay \u0111\u1ed5i to\u00e0n b\u1ed9 d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t, d\u1eabn \u0111\u1ebfn \u00edt ch\u1ea5t th\u1ea3i v\u00e0 t\u0103ng t\u00ednh tu\u1ea7n ho\u00e0n<\/a>.<\/p>\n

Nghi\u00ean c\u1ee9u \u0111i\u1ec3n h\u00ecnh: nh\u00e0 m\u00e1y si\u00eau nh\u1ecf trong ng\u00e0nh c\u00f4ng nghi\u1ec7p \u00f4 t\u00f4<\/h2>\n

C\u00f3 m\u1ed9t s\u1ed1 tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng nh\u00e0 m\u00e1y si\u00eau nh\u1ecf tr\u00ean to\u00e0n c\u1ea7u do nh\u1eefng l\u1ee3i \u00edch \u0111\u00e1ng k\u1ec3 c\u1ee7a ch\u00fang. M\u1ed9t v\u00ed d\u1ee5 l\u00e0 nh\u00e0 s\u1ea3n xu\u1ea5t xe c\u00f3 tr\u1ee5 s\u1edf t\u1ea1i V\u01b0\u01a1ng qu\u1ed1c Anh \u0110\u1ebfn<\/a>.<\/p>\n

Arrival chuy\u00ean s\u1ea3n xu\u1ea5t xe \u0111i\u1ec7n, s\u1ea3n xu\u1ea5t ch\u00fang th\u00f4ng qua c\u00e1c nh\u00e0 m\u00e1y vi m\u00f4 phi t\u1eadp trung v\u1edbi quy tr\u00ecnh t\u1ef1 \u0111\u1ed9ng h\u00f3a cao. C\u00e1c nh\u00e0 m\u00e1y vi m\u00f4 n\u00e0y s\u1eed d\u1ee5ng robot v\u00e0 ph\u1ea7n m\u1ec1m ti\u00ean ti\u1ebfn cho ph\u00e9p d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t th\u00edch \u1ee9ng v\u1edbi nh\u1eefng thay \u0111\u1ed5i nhanh ch\u00f3ng m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi. Nh\u00e0 m\u00e1y vi m\u00f4 n\u00e0y c\u0169ng s\u1eed d\u1ee5ng c\u00e1c th\u00e0nh ph\u1ea7n composite nh\u1eb9 h\u01a1n v\u00e0 ch\u1eafc h\u01a1n, gi\u00fap gi\u1ea3m l\u00e3ng ph\u00ed v\u1eadt li\u1ec7u v\u00e0 chi ph\u00ed.<\/p>\n

C\u00e1c \u00f4 vi m\u00f4 c\u1ee7a Arrival c\u0169ng s\u1eed d\u1ee5ng ph\u1ea7n c\u1ee9ng m\u00f4-\u0111un \u0111\u1ec3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n l\u1eafp r\u00e1p, t\u01b0\u01a1ng th\u00edch v\u00e0 thay th\u1ebf d\u1ec5 d\u00e0ng h\u01a1n khi c\u1ea7n thi\u1ebft. Do \u0111\u00f3, Arrival c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee9c \u0111\u1ed9 t\u00f9y ch\u1ec9nh cao h\u01a1n \u0111\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng trong khi c\u1eaft gi\u1ea3m l\u00e3ng ph\u00ed ti\u1ec1m \u1ea9n.<\/p>\n

X\u00e9t \u0111\u1ebfn t\u1ea5t c\u1ea3 c\u00e1c y\u1ebfu t\u1ed1 n\u00e0y, Arrival \u0111\u00e3 t\u1ed1i \u0111a h\u00f3a s\u1ea3n l\u01b0\u1ee3ng v\u00e0 t\u00ednh linh ho\u1ea1t v\u1edbi chi ph\u00ed m\u00f4i tr\u01b0\u1eddng v\u00e0 t\u00e0i ch\u00ednh th\u1ea5p h\u01a1n nhi\u1ec1u nh\u1edd thi\u1ebft l\u1eadp nh\u00e0 m\u00e1y si\u00eau nh\u1ecf.<\/p>\n

Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 v\u00e0 c\u00e1c nh\u00e0 m\u00e1y trong t\u01b0\u01a1ng lai<\/h2>\n

Khi \u0111\u01b0\u1ee3c tri\u1ec3n khai \u0111\u00fang c\u00e1ch, chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u00f3 th\u1ec3 mang l\u1ea1i nh\u1eefng k\u1ebft qu\u1ea3 \u0111\u00e1ng k\u1ec3. Tuy nhi\u00ean, th\u00e1ch th\u1ee9c m\u00e0 nhi\u1ec1u nh\u00e0 s\u1ea3n xu\u1ea5t ph\u1ea3i \u0111\u1ed1i m\u1eb7t l\u00e0 kh\u00f4ng bi\u1ebft li\u1ec7u h\u1ecd c\u00f3 \u0111ang ti\u1ebfn tri\u1ec3n \u0111\u00fang t\u1ed1c \u0111\u1ed9 cho ng\u00e0nh c\u1ee7a m\u00ecnh hay kh\u00f4ng v\u00e0 thi\u1ebfu kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb c\u00e1c l\u0129nh v\u1ef1c c\u1ee5 th\u1ec3 c\u1ea7n c\u1ea3i thi\u1ec7n. \u0110i\u1ec1u n\u00e0y cu\u1ed1i c\u00f9ng ng\u0103n c\u1ea3n h\u1ecd c\u00f3 \u0111\u01b0\u1ee3c c\u00e1i nh\u00ecn r\u00f5 r\u00e0ng v\u1ec1 vi\u1ec7c li\u1ec7u h\u1ecd c\u00f3 \u0111ang \u0111i \u0111\u00fang h\u01b0\u1edbng trong h\u00e0nh tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 C\u00f4ng nghi\u1ec7p 4.0 c\u1ee7a m\u00ecnh hay kh\u00f4ng.<\/p>\n

Ch\u1ec9 v\u1edbi c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 khu\u00f4n kh\u1ed5 \u0111\u00e1nh gi\u00e1 chu\u1ea9n ph\u00f9 h\u1ee3p, c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t m\u1edbi c\u00f3 th\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c th\u00f4ng tin v\u00e0 ph\u00e2n t\u00edch h\u1eefu \u00edch \u0111\u1ec3 th\u00fac \u0111\u1ea9y h\u1ecd trong h\u00e0nh tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i. Ch\u1ec9 s\u1ed1 s\u1eb5n s\u00e0ng c\u1ee7a ng\u00e0nh c\u00f4ng nghi\u1ec7p th\u00f4ng minh (SIRI)<\/a> cho ph\u00e9p c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t \u2013 b\u1ea5t k\u1ec3 quy m\u00f4 hay ng\u00e0nh ngh\u1ec1 \u2013 \u0111\u00e1nh gi\u00e1 m\u1ee9c \u0111\u1ed9 tr\u01b0\u1edfng th\u00e0nh k\u1ef9 thu\u1eadt s\u1ed1 c\u1ee7a h\u1ecd th\u00f4ng qua c\u00e1c \u0111\u00e1nh gi\u00e1 to\u00e0n di\u1ec7n. Ch\u1ec9 s\u1ed1 S\u1eb5n s\u00e0ng cho Ng\u00e0nh c\u00f4ng nghi\u1ec7p th\u00f4ng minh c\u0169ng cung c\u1ea5p h\u01b0\u1edbng d\u1eabn v\u00e0 h\u1ed7 tr\u1ee3 th\u00f4ng qua c\u00e1c l\u1ed9 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i \u0111\u01b0\u1ee3c t\u1ea1o ra, do \u0111\u00f3 gi\u00fap c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t v\u1ea1ch ra con \u0111\u01b0\u1eddng r\u00f5 r\u00e0ng h\u01a1n h\u01b0\u1edbng t\u1edbi vi\u1ec7c \u00e1p d\u1ee5ng C\u00f4ng nghi\u1ec7p 4.0 v\u00e0 trao quy\u1ec1n cho h\u1ecd \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau v\u1ec1 hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a m\u00ecnh.<\/p>\n

T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 Ch\u1ec9 s\u1ed1 s\u1eb5n s\u00e0ng c\u1ee7a ng\u00e0nh c\u00f4ng nghi\u1ec7p th\u00f4ng minh \u0111\u00e2y<\/a> ho\u1eb7c li\u00ean h\u1ec7 v\u1edbi ch\u00fang t\u00f4i t\u1ea1i contact@incit.org<\/a> \u0111\u1ec3 b\u1eaft \u0111\u1ea7u m\u1ed9t cu\u1ed9c tr\u00f2 chuy\u1ec7n.<\/p>","protected":false},"excerpt":{"rendered":"

It is no question that Industry 4.0 digital transformation has significantly altered the manufacturing landscape. Technologies like artificial intelligence (AI) and automation enable manufacturers to boost operational efficiency, achieving a significant lift in productivity (up to a 15% to 30% increase) and a significant reduction in downtime (a decrease between 30% and 50%). These technological […]<\/p>\n","protected":false},"author":3,"featured_media":35273,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17],"tags":[22,27,85],"class_list":["post-15770","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thought-leadership","tag-digital-transformation","tag-mainspotlight","tag-microfactory"],"acf":{"topic":"digitalisation"},"_links":{"self":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/15770","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/comments?post=15770"}],"version-history":[{"count":2,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/15770\/revisions"}],"predecessor-version":[{"id":37872,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/15770\/revisions\/37872"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/media\/35273"}],"wp:attachment":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/media?parent=15770"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/categories?post=15770"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/tags?post=15770"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}