{"id":11329,"date":"2026-06-05T16:25:58","date_gmt":"2026-06-05T09:25:58","guid":{"rendered":"https:\/\/vtiacademy.site\/?p=11329"},"modified":"2026-06-05T16:28:28","modified_gmt":"2026-06-05T09:28:28","slug":"ai-trong-san-xuat-moi","status":"publish","type":"post","link":"https:\/\/vtiacademy.site\/index.php\/ai-trong-san-xuat-moi\/","title":{"rendered":"9 \u1ee9ng d\u1ee5ng AI trong s\u1ea3n xu\u1ea5t m\u1edbi nh\u1ea5t v\u00e0 v\u00ed d\u1ee5 th\u1ef1c t\u1ebf"},"content":{"rendered":"

Trong k\u1ef7 nguy\u00ean s\u1ed1 h\u00f3a m\u1ea1nh m\u1ebd, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong s\u1ea3n xu\u1ea5t \u0111ang thay \u0111\u1ed5i ho\u00e0n to\u00e0n c\u00e1ch c\u00e1c nh\u00e0 m\u00e1y v\u1eadn h\u00e0nh. Kh\u00f4ng c\u00f2n l\u00e0 kh\u00e1i ni\u1ec7m xa x\u00f4i, \u1ee9ng d\u1ee5ng AI trong s\u1ea3n xu\u1ea5t gi\u00fap doanh nghi\u1ec7p tr\u1edf n\u00ean linh ho\u1ea1t h\u01a1n, ti\u1ebft ki\u1ec7m chi ph\u00ed v\u00e0 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m m\u1ed9t c\u00e1ch \u0111\u00e1ng k\u1ec3. B\u00e0i vi\u1ebft n\u00e0y, VTI Academy s\u1ebd gi\u00fap b\u1ea1n hi\u1ec3u r\u00f5 l\u00fd do nhi\u1ec1u doanh nghi\u1ec7p \u0111\u1ea7u t\u01b0 v\u00e0o c\u00f4ng ngh\u1ec7 n\u00e0y, gi\u1edbi thi\u1ec7u 9 \u1ee9ng d\u1ee5ng AI trong s\u1ea3n xu\u1ea5t m\u1edbi nh\u1ea5t k\u00e8m v\u00ed d\u1ee5 th\u1ef1c t\u1ebf d\u1ec5 h\u00ecnh dung, c\u00f9ng ph\u00e2n t\u00edch c\u01a1 h\u1ed9i v\u00e0 th\u00e1ch th\u1ee9c khi \u00e1p d\u1ee5ng.<\/p>\n

V\u00ec sao ng\u00e0y c\u00e0ng nhi\u1ec1u doanh nghi\u1ec7p \u1ee9ng d\u1ee5ng AI trong s\u1ea3n xu\u1ea5t?<\/h2>\n
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Trong b\u1ed1i c\u1ea3nh chi ph\u00ed t\u0103ng cao, c\u1ea1nh tranh kh\u1ed1c li\u1ec7t v\u00e0 nhu c\u1ea7u thay \u0111\u1ed5i nhanh ch\u00f3ng, \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong s\u1ea3n xu\u1ea5t gi\u00fap doanh nghi\u1ec7p v\u1eadn h\u00e0nh th\u00f4ng minh h\u01a1n, gi\u1ea3m l\u00e3ng ph\u00ed v\u00e0 n\u00e2ng cao kh\u1ea3 n\u0103ng c\u1ea1nh tranh b\u1ec1n v\u1eefng.<\/p>\n

Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 kh\u1ea3 n\u0103ng x\u1eed l\u00fd kh\u1ed1i d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 t\u1eeb c\u1ea3m bi\u1ebfn, m\u00e1y m\u00f3c v\u00e0 d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t ch\u1ec9 trong th\u1eddi gian ng\u1eafn. Nh\u1edd ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c, AI gi\u00fap d\u1ef1 \u0111o\u00e1n v\u1ea5n \u0111\u1ec1 tr\u01b0\u1edbc khi x\u1ea3y ra, t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh v\u00e0 gi\u1ea3m l\u00e3ng ph\u00ed m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3. Nhi\u1ec1u nghi\u00ean c\u1ee9u g\u1ea7n \u0111\u00e2y cho th\u1ea5y, c\u00e1c nh\u00e0 m\u00e1y \u00e1p d\u1ee5ng \u1ee9ng d\u1ee5ng AI trong s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 gi\u1ea3m th\u1eddi gian ng\u1eebng m\u00e1y l\u00ean \u0111\u1ebfn 30-50%, ti\u1ebft ki\u1ec7m chi ph\u00ed b\u1ea3o tr\u00ec \u0111\u00e1ng k\u1ec3 v\u00e0 t\u0103ng n\u0103ng su\u1ea5t t\u1ed5ng th\u1ec3.<\/p>\n

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H\u01a1n n\u1eefa, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong s\u1ea3n xu\u1ea5t kh\u00f4ng ch\u1ec9 d\u1eebng \u1edf t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng vi\u1ec7c l\u1eb7p l\u1ea1i m\u00e0 c\u00f2n h\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c. V\u00ed d\u1ee5, AI c\u00f3 th\u1ec3 d\u1ef1 b\u00e1o nhu c\u1ea7u th\u1ecb tr\u01b0\u1eddng, gi\u00fap doanh nghi\u1ec7p \u0111i\u1ec1u ch\u1ec9nh s\u1ea3n l\u01b0\u1ee3ng k\u1ecbp th\u1eddi, tr\u00e1nh t\u00ecnh tr\u1ea1ng t\u1ed3n kho d\u01b0 th\u1eeba ho\u1eb7c thi\u1ebfu h\u1ee5t. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t quan tr\u1ecdng trong b\u1ed1i c\u1ea3nh c\u1ea1nh tranh to\u00e0n c\u1ea7u, n\u01a1i t\u1ed1c \u0111\u1ed9 v\u00e0 s\u1ef1 linh ho\u1ea1t quy\u1ebft \u0111\u1ecbnh s\u1ef1 s\u1ed1ng c\u00f2n c\u1ee7a doanh nghi\u1ec7p.<\/p>\n

T\u1ea1i Vi\u1ec7t Nam, nhi\u1ec1u nh\u00e0 m\u00e1y trong l\u0129nh v\u1ef1c \u0111i\u1ec7n t\u1eed, \u00f4 t\u00f4, d\u1ec7t may v\u00e0 th\u1ef1c ph\u1ea9m c\u0169ng \u0111ang d\u1ea7n ti\u1ebfp c\u1eadn \u1ee9ng d\u1ee5ng c\u1ee7a AI trong s\u1ea3n xu\u1ea5t \u0111\u1ec3 n\u00e2ng cao v\u1ecb th\u1ebf c\u1ea1nh tranh. B\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng b\u01b0\u1edbc nh\u1ecf nh\u01b0 th\u00ed \u0111i\u1ec3m m\u1ed9t d\u00e2y chuy\u1ec1n, doanh nghi\u1ec7p c\u00f3 th\u1ec3 d\u1ea7n m\u1edf r\u1ed9ng quy m\u00f4, mang l\u1ea1i l\u1ee3i \u00edch l\u00e2u d\u00e0i cho c\u1ea3 ng\u01b0\u1eddi lao \u0111\u1ed9ng v\u00e0 ban l\u00e3nh \u0111\u1ea1o.<\/p>\n<\/div>\n<\/div>\n

<\/section>\n

9 \u1ee9ng d\u1ee5ng AI trong s\u1ea3n xu\u1ea5t m\u1edbi nh\u1ea5t v\u00e0 v\u00ed d\u1ee5 th\u1ef1c t\u1ebf<\/h2>\n

D\u01b0\u1edbi \u0111\u00e2y l\u00e0 9 \u1ee9ng d\u1ee5ng n\u1ed5i b\u1eadt nh\u1ea5t c\u1ee7a \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong s\u1ea3n xu\u1ea5t n\u0103m 2025-2026, \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y chi ti\u1ebft v\u1edbi c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng v\u00e0 v\u00ed d\u1ee5 th\u1ef1c t\u1ebf t\u1eeb c\u00e1c t\u1eadp \u0111o\u00e0n l\u1edbn tr\u00ean th\u1ebf gi\u1edbi. M\u1ed7i \u1ee9ng d\u1ee5ng \u0111\u1ec1u c\u00f3 ti\u1ec1m n\u0103ng \u00e1p d\u1ee5ng cho doanh nghi\u1ec7p Vi\u1ec7t Nam.<\/p>\n

B\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n (Predictive Maintenance)<\/h3>\n

\u1ee8ng d\u1ee5ng n\u00e0y s\u1eed d\u1ee5ng AI \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u t\u1eeb c\u1ea3m bi\u1ebfn (nhi\u1ec7t \u0111\u1ed9, rung \u0111\u1ed9ng, \u00e2m thanh, d\u00f2ng \u0111i\u1ec7n) nh\u1eb1m d\u1ef1 b\u00e1o ch\u00ednh x\u00e1c th\u1eddi \u0111i\u1ec3m m\u00e1y m\u00f3c c\u00f3 nguy c\u01a1 h\u1ecfng h\u00f3c. Thay v\u00ec b\u1ea3o tr\u00ec theo l\u1ecbch c\u1ed1 \u0111\u1ecbnh, doanh nghi\u1ec7p ch\u1ec9 can thi\u1ec7p khi th\u1ef1c s\u1ef1 c\u1ea7n, gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 chi ph\u00ed.<\/p>\n

V\u00ed d\u1ee5 th\u1ef1c t\u1ebf:<\/em> Rolls-Royce \u00e1p d\u1ee5ng AI qua n\u1ec1n t\u1ea3ng IntelligentEngine \u0111\u1ec3 theo d\u00f5i \u0111\u1ed9ng c\u01a1 m\u00e1y bay, d\u1ef1 \u0111o\u00e1n s\u1ef1 c\u1ed1 tr\u01b0\u1edbc h\u00e0ng tu\u1ea7n ho\u1eb7c h\u00e0ng th\u00e1ng, gi\u1ea3m \u0111\u00e1ng k\u1ec3 th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng v\u00e0 chi ph\u00ed b\u1ea3o d\u01b0\u1ee1ng. Siemens s\u1eed d\u1ee5ng Senseye Predictive Maintenance k\u1ebft h\u1ee3p Generative AI \u0111\u1ec3 gi\u00e1m s\u00e1t thi\u1ebft b\u1ecb th\u1eddi gian th\u1ef1c, gi\u00fap gi\u1ea3m chi ph\u00ed b\u1ea3o tr\u00ec l\u00ean \u0111\u1ebfn 30% v\u00e0 t\u0103ng \u0111\u1ed9 s\u1eb5n s\u00e0ng c\u1ee7a m\u00e1y m\u00f3c.<\/p>\n

Ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng t\u1ef1 \u0111\u1ed9ng b\u1eb1ng th\u1ecb gi\u00e1c m\u00e1y t\u00ednh<\/h3>\n

AI k\u1ebft h\u1ee3p camera v\u00e0 thu\u1eadt to\u00e1n h\u1ecdc s\u00e2u \u0111\u1ec3 ki\u1ec3m tra s\u1ea3n ph\u1ea9m v\u1edbi t\u1ed1c \u0111\u1ed9 cao, ph\u00e1t hi\u1ec7n khuy\u1ebft \u0111i\u1ec3m nh\u1ecf nh\u1ea5t m\u00e0 m\u1eaft th\u01b0\u1eddng kh\u00f3 nh\u00ecn th\u1ea5y. H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 h\u1ecdc h\u1ecfi t\u1eeb d\u1eef li\u1ec7u \u0111\u1ec3 c\u1ea3i thi\u1ec7n \u0111\u1ed9 ch\u00ednh x\u00e1c theo th\u1eddi gian.<\/p>\n

V\u00ed d\u1ee5 th\u1ef1c t\u1ebf:<\/em> BMW Group s\u1eed d\u1ee5ng AI t\u1ea1i c\u00e1c nh\u00e0 m\u00e1y \u0111\u1ec3 ki\u1ec3m tra linh ki\u1ec7n v\u00e0 m\u1ed1i h\u00e0n tr\u00ean th\u00e2n xe, gi\u1ea3m t\u1ef7 l\u1ec7 l\u1ed7i \u0111\u00e1ng k\u1ec3 v\u00e0 ti\u1ebft ki\u1ec7m h\u00e0ng tri\u1ec7u USD m\u1ed7i n\u0103m. Foxconn \u00e1p d\u1ee5ng AI ki\u1ec3m tra linh ki\u1ec7n \u0111i\u1ec7n t\u1eed v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c tr\u00ean 99%, x\u1eed l\u00fd h\u00e0ng ngh\u00ecn s\u1ea3n ph\u1ea9m m\u1ed7i gi\u1edd.<\/p>\n

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T\u1ed1i \u01b0u h\u00f3a l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 l\u1ecbch tr\u00ecnh s\u1ea3n xu\u1ea5t<\/h3>\n

AI ph\u00e2n t\u00edch d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c t\u1eeb nhi\u1ec1u ngu\u1ed3n \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh l\u1ecbch s\u1ea3n xu\u1ea5t, ph\u00e2n b\u1ed5 m\u00e1y m\u00f3c v\u00e0 nh\u00e2n s\u1ef1 m\u1ed9t c\u00e1ch th\u00f4ng minh, gi\u1ea3m th\u1eddi gian ch\u1edd \u0111\u1ee3i v\u00e0 t\u1ed1i \u0111a h\u00f3a hi\u1ec7u su\u1ea5t.<\/p>\n

V\u00ed d\u1ee5 th\u1ef1c t\u1ebf:<\/em> Honeywell v\u00e0 nhi\u1ec1u doanh nghi\u1ec7p kh\u00e1c s\u1eed d\u1ee5ng AI \u0111\u1ec3 l\u1eadp k\u1ebf ho\u1ea1ch t\u1ef1 \u0111\u1ed9ng, gi\u00fap gi\u1ea3m th\u1eddi gian gi\u00e1n \u0111o\u1ea1n v\u00e0 t\u0103ng kh\u1ea3 n\u0103ng \u0111\u00e1p \u1ee9ng \u0111\u01a1n h\u00e0ng nhanh ch\u00f3ng. C\u00e1c h\u1ec7 th\u1ed1ng Agentic AI m\u1edbi n\u1ed5i \u0111ang cho ph\u00e9p l\u1eadp l\u1ecbch g\u1ea7n nh\u01b0 t\u1ef1 ch\u1ee7, th\u00edch \u1ee9ng v\u1edbi thay \u0111\u1ed5i \u0111\u1ed9t ng\u1ed9t t\u1eeb th\u1ecb tr\u01b0\u1eddng.<\/p>\n

Robot h\u1ee3p t\u00e1c (Cobots) v\u00e0 robot th\u00f4ng minh<\/h3>\n

Cobots l\u00e0 robot c\u00f3 th\u1ec3 l\u00e0m vi\u1ec7c song song v\u1edbi con ng\u01b0\u1eddi, \u0111\u01b0\u1ee3c trang b\u1ecb AI \u0111\u1ec3 h\u1ecdc h\u1ecfi, th\u00edch \u1ee9ng v\u00e0 tr\u00e1nh va ch\u1ea1m an to\u00e0n. Ch\u00fang \u0111\u1eb7c bi\u1ec7t h\u1eefu \u00edch cho c\u00e1c c\u00f4ng vi\u1ec7c l\u1eb7p l\u1ea1i ho\u1eb7c nguy hi\u1ec3m.<\/p>\n

V\u00ed d\u1ee5 th\u1ef1c t\u1ebf:<\/em> Ford tri\u1ec3n khai cobots tr\u00ean d\u00e2y chuy\u1ec1n l\u1eafp r\u00e1p \u0111\u1ed9ng c\u01a1 v\u00e0 th\u00e2n xe t\u1ea1i nhi\u1ec1u nh\u00e0 m\u00e1y, gi\u00fap gi\u1ea3m t\u1ea3i cho c\u00f4ng nh\u00e2n v\u00e0 t\u0103ng t\u1ed1c \u0111\u1ed9 s\u1ea3n xu\u1ea5t. Figure AI \u0111ang ph\u00e1t tri\u1ec3n robot humanoid k\u1ebft h\u1ee3p AI ti\u00ean ti\u1ebfn, c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 ph\u1ee9c t\u1ea1p trong m\u00f4i tr\u01b0\u1eddng nh\u00e0 m\u00e1y th\u1ef1c t\u1ebf.<\/p>\n

Thi\u1ebft k\u1ebf s\u1ea3n ph\u1ea9m b\u1eb1ng Generative Design<\/h3>\n

AI t\u1ea1o ra h\u00e0ng tr\u0103m ho\u1eb7c h\u00e0ng ngh\u00ecn thi\u1ebft k\u1ebf t\u1ed1i \u01b0u d\u1ef1a tr\u00ean y\u00eau c\u1ea7u v\u1ec1 tr\u1ecdng l\u01b0\u1ee3ng, \u0111\u1ed9 b\u1ec1n, chi ph\u00ed v\u00e0 v\u1eadt li\u1ec7u. K\u1ef9 s\u01b0 ch\u1ec9 c\u1ea7n ch\u1ecdn v\u00e0 tinh ch\u1ec9nh t\u1eeb c\u00e1c g\u1ee3i \u00fd.<\/p>\n

V\u00ed d\u1ee5 th\u1ef1c t\u1ebf:<\/em> General Motors h\u1ee3p t\u00e1c v\u1edbi Autodesk \u0111\u1ec3 thi\u1ebft k\u1ebf l\u1ea1i gi\u00e1 \u0111\u1ee1 gh\u1ebf ng\u1ed3i, gi\u1ea3m tr\u1ecdng l\u01b0\u1ee3ng 40% nh\u01b0ng t\u0103ng \u0111\u1ed9 b\u1ec1n 20%. Airbus c\u0169ng \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u1ec3 thi\u1ebft k\u1ebf c\u00e1c b\u1ed9 ph\u1eadn m\u00e1y bay nh\u1eb9 h\u01a1n, ti\u1ebft ki\u1ec7m nhi\u00ean li\u1ec7u \u0111\u00e1ng k\u1ec3.<\/p>\n

Qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng v\u00e0 d\u1ef1 b\u00e1o nhu c\u1ea7u<\/h3>\n

AI d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u th\u1ecb tr\u01b0\u1eddng, t\u1ed1i \u01b0u h\u00f3a t\u1ed3n kho, tuy\u1ebfn v\u1eadn chuy\u1ec3n v\u00e0 \u0111\u00e1nh gi\u00e1 r\u1ee7i ro nh\u00e0 cung c\u1ea5p, gi\u00fap gi\u1ea3m l\u00e3ng ph\u00ed v\u00e0 gi\u00e1n \u0111o\u1ea1n.<\/p>\n

V\u00ed d\u1ee5 th\u1ef1c t\u1ebf:<\/em> DHL v\u00e0 c\u00e1c c\u00f4ng ty logistics l\u1edbn s\u1eed d\u1ee5ng AI \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh tuy\u1ebfn \u0111\u01b0\u1eddng th\u1eddi gian th\u1ef1c. Nhi\u1ec1u nh\u00e0 s\u1ea3n xu\u1ea5t \u00e1p d\u1ee5ng AI d\u1ef1 b\u00e1o nhu c\u1ea7u, gi\u1ea3m t\u1ed3n kho d\u01b0 th\u1eeba v\u00e0 c\u1ea3i thi\u1ec7n t\u1ed1c \u0111\u1ed9 giao h\u00e0ng.<\/p>\n

Gi\u00e1m s\u00e1t v\u00e0 t\u1ed1i \u01b0u h\u00f3a n\u0103ng l\u01b0\u1ee3ng, h\u01b0\u1edbng t\u1edbi b\u1ec1n v\u1eefng<\/h3>\n

AI ph\u00e2n t\u00edch d\u1eef li\u1ec7u ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh m\u00e1y m\u00f3c, gi\u1ea3m l\u00e3ng ph\u00ed v\u00e0 ph\u00e1t th\u1ea3i carbon.<\/p>\n

V\u00ed d\u1ee5 th\u1ef1c t\u1ebf:<\/em> Siemens s\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ed1i \u01b0u tua-bin kh\u00ed, gi\u1ea3m kh\u00ed th\u1ea3i \u0111\u00e1ng k\u1ec3. Nhi\u1ec1u nh\u00e0 m\u00e1y \u00e1p d\u1ee5ng digital twin k\u1ebft h\u1ee3p AI \u0111\u1ec3 m\u00f4 ph\u1ecfng v\u00e0 c\u1ea3i thi\u1ec7n hi\u1ec7u su\u1ea5t n\u0103ng l\u01b0\u1ee3ng to\u00e0n b\u1ed9 quy tr\u00ecnh s\u1ea3n xu\u1ea5t.<\/p>\n

\"\"<\/p>\n

Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 t\u1ed1i \u01b0u quy tr\u00ecnh li\u00ean t\u1ee5c<\/h3>\n

Kh\u00f4ng ch\u1ec9 ki\u1ec3m tra l\u1ed7i, AI c\u00f2n d\u1ef1 b\u00e1o nguy c\u01a1 l\u1ed7i trong t\u01b0\u01a1ng lai v\u00e0 \u0111\u1ec1 xu\u1ea5t c\u00e1ch \u0111i\u1ec1u ch\u1ec9nh tham s\u1ed1 s\u1ea3n xu\u1ea5t.<\/p>\n

V\u00ed d\u1ee5 th\u1ef1c t\u1ebf:<\/em> Foxconn v\u00e0 Bosch \u0111\u00e3 tri\u1ec3n khai h\u1ec7 th\u1ed1ng n\u00e0y tr\u00ean quy m\u00f4 l\u1edbn, gi\u00fap duy tr\u00ec ch\u1ea5t l\u01b0\u1ee3ng \u1ed5n \u0111\u1ecbnh v\u00e0 gi\u1ea3m t\u1ef7 l\u1ec7 s\u1ea3n ph\u1ea9m l\u1ed7i xu\u1ed1ng m\u1ee9c t\u1ed1i thi\u1ec3u.<\/p>\n

Tr\u1ee3 l\u00fd AI (Industrial Copilot) h\u1ed7 tr\u1ee3 v\u1eadn h\u00e0nh v\u00e0 b\u1ea3o tr\u00ec<\/h3>\n

C\u00e1c tr\u1ee3 l\u00fd \u1ea3o th\u00f4ng minh s\u1eed d\u1ee5ng ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean \u0111\u1ec3 h\u01b0\u1edbng d\u1eabn k\u1ef9 thu\u1eadt vi\u00ean, tr\u1ea3 l\u1eddi c\u00e2u h\u1ecfi v\u00e0 h\u1ed7 tr\u1ee3 kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1 nhanh ch\u00f3ng.<\/p>\n

V\u00ed d\u1ee5 th\u1ef1c t\u1ebf:<\/em> Siemens ph\u00e1t tri\u1ec3n Industrial Copilot \u0111\u1ec3 h\u1ed7 tr\u1ee3 b\u1ea3o tr\u00ec v\u00e0 v\u1eadn h\u00e0nh. Nhi\u1ec1u doanh nghi\u1ec7p kh\u00e1c \u0111ang t\u00edch h\u1ee3p copilot \u0111\u1ec3 chuy\u1ec3n giao ki\u1ebfn th\u1ee9c cho th\u1ebf h\u1ec7 lao \u0111\u1ed9ng m\u1edbi, gi\u1ea3m th\u1eddi gian \u0111\u00e0o t\u1ea1o v\u00e0 t\u0103ng hi\u1ec7u qu\u1ea3 l\u00e0m vi\u1ec7c.<\/p>\n

C\u01a1 h\u1ed9i v\u00e0 th\u00e1ch th\u1ee9c khi \u1ee9ng d\u1ee5ng AI trong s\u1ea3n xu\u1ea5t<\/h2>\n

\u1ee8ng d\u1ee5ng AI trong s\u1ea3n xu\u1ea5t mang l\u1ea1i nhi\u1ec1u ti\u1ec1m n\u0103ng to l\u1edbn nh\u01b0ng c\u0169ng \u0111i k\u00e8m nh\u1eefng kh\u00f3 kh\u0103n nh\u1ea5t \u0111\u1ecbnh. Vi\u1ec7c hi\u1ec3u r\u00f5 c\u1ea3 hai kh\u00eda c\u1ea1nh n\u00e0y s\u1ebd gi\u00fap doanh nghi\u1ec7p c\u00f3 chi\u1ebfn l\u01b0\u1ee3c tri\u1ec3n khai ph\u00f9 h\u1ee3p, t\u1eadn d\u1ee5ng t\u1ed1i \u0111a l\u1ee3i \u00edch m\u00e0 v\u1eabn gi\u1ea3m thi\u1ec3u r\u1ee7i ro. D\u01b0\u1edbi \u0111\u00e2y l\u00e0 ph\u00e2n t\u00edch chi ti\u1ebft v\u1ec1 c\u01a1 h\u1ed9i v\u00e0 th\u00e1ch th\u1ee9c d\u1ef1a tr\u00ean th\u1ef1c ti\u1ec5n hi\u1ec7n nay.<\/p>\n

C\u01a1 h\u1ed9i<\/h3>\n
    \n
  • M\u1ed9t trong nh\u1eefng l\u1ee3i \u00edch r\u00f5 n\u00e9t nh\u1ea5t c\u1ee7a \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong s\u1ea3n xu\u1ea5t l\u00e0 t\u0103ng n\u0103ng su\u1ea5t v\u00e0 gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh m\u1ed9t c\u00e1ch \u0111\u00e1ng k\u1ec3. Nh\u1edd d\u1ef1 \u0111o\u00e1n ch\u00ednh x\u00e1c v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a th\u00f4ng minh, doanh nghi\u1ec7p c\u00f3 th\u1ec3 ti\u1ebft ki\u1ec7m t\u1eeb 20-40% chi ph\u00ed li\u00ean quan \u0111\u1ebfn b\u1ea3o tr\u00ec, n\u0103ng l\u01b0\u1ee3ng v\u00e0 l\u00e3ng ph\u00ed nguy\u00ean li\u1ec7u. Th\u1eddi gian ng\u1eebng m\u00e1y gi\u1ea3m m\u1ea1nh gi\u00fap d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t ch\u1ea1y li\u00ean t\u1ee5c h\u01a1n, t\u1eeb \u0111\u00f3 n\u00e2ng cao kh\u1ea3 n\u0103ng \u0111\u00e1p \u1ee9ng \u0111\u01a1n h\u00e0ng l\u1edbn v\u00e0 nhanh ch\u00f3ng.<\/li>\n
  • B\u00ean c\u1ea1nh \u0111\u00f3, \u1ee9ng d\u1ee5ng c\u1ee7a AI trong s\u1ea3n xu\u1ea5t c\u00f2n gi\u00fap c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m v\u00e0 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u00e1 nh\u00e2n h\u00f3a. H\u1ec7 th\u1ed1ng ki\u1ec3m tra t\u1ef1 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n l\u1ed7i s\u1edbm, trong khi generative design cho ph\u00e9p t\u1ea1o ra s\u1ea3n ph\u1ea9m ph\u00f9 h\u1ee3p v\u1edbi t\u1eebng kh\u00e1ch h\u00e0ng m\u00e0 kh\u00f4ng m\u1ea5t nhi\u1ec1u th\u1eddi gian thi\u1ebft k\u1ebf. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t c\u00f3 \u00fd ngh\u0129a v\u1edbi c\u00e1c ng\u00e0nh nh\u01b0 \u0111i\u1ec7n t\u1eed, \u00f4 t\u00f4 v\u00e0 h\u00e0ng ti\u00eau d\u00f9ng t\u1ea1i Vi\u1ec7t Nam.<\/li>\n
  • H\u01a1n n\u1eefa, AI th\u00fac \u0111\u1ea9y s\u1ea3n xu\u1ea5t b\u1ec1n v\u1eefng b\u1eb1ng c\u00e1ch t\u1ed1i \u01b0u ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng v\u00e0 gi\u1ea3m ph\u00e1t th\u1ea3i carbon. Nhi\u1ec1u doanh nghi\u1ec7p \u0111ang s\u1eed d\u1ee5ng AI \u0111\u1ec3 x\u00e2y d\u1ef1ng nh\u00e0 m\u00e1y xanh, g\u00f3p ph\u1ea7n \u0111\u00e1p \u1ee9ng ti\u00eau chu\u1ea9n xu\u1ea5t kh\u1ea9u qu\u1ed1c t\u1ebf v\u00e0 n\u00e2ng cao h\u00ecnh \u1ea3nh th\u01b0\u01a1ng hi\u1ec7u. Cu\u1ed1i c\u00f9ng, AI trong s\u1ea3n xu\u1ea5t t\u1ea1o l\u1ee3i th\u1ebf c\u1ea1nh tranh r\u00f5 r\u1ec7t, gi\u00fap doanh nghi\u1ec7p Vi\u1ec7t Nam h\u1ed9i nh\u1eadp s\u00e2u h\u01a1n v\u00e0o chu\u1ed7i cung \u1ee9ng to\u00e0n c\u1ea7u v\u00e0 thu h\u00fat \u0111\u1ea7u t\u01b0 n\u01b0\u1edbc ngo\u00e0i.<\/li>\n<\/ul>\n

    \"\"<\/p>\n

    Th\u00e1ch th\u1ee9c<\/h3>\n
      \n
    • M\u1eb7c d\u00f9 \u0111\u1ea7y ti\u1ec1m n\u0103ng, vi\u1ec7c \u00e1p d\u1ee5ng \u1ee9ng d\u1ee5ng AI trong s\u1ea3n xu\u1ea5t c\u0169ng \u0111\u1ed1i m\u1eb7t v\u1edbi m\u1ed9t s\u1ed1 tr\u1edf ng\u1ea1i. Tr\u01b0\u1edbc h\u1ebft l\u00e0 chi ph\u00ed \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u kh\u00e1 cao, bao g\u1ed3m h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u, ph\u1ea7n m\u1ec1m v\u00e0 thi\u1ebft b\u1ecb c\u1ea3m bi\u1ebfn. Nhi\u1ec1u doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf t\u1ea1i Vi\u1ec7t Nam c\u00f3 th\u1ec3 g\u1eb7p kh\u00f3 kh\u0103n v\u1ec1 ngu\u1ed3n v\u1ed1n khi b\u1eaft \u0111\u1ea7u.<\/li>\n
    • Th\u1ee9 hai, thi\u1ebfu nh\u00e2n l\u1ef1c am hi\u1ec3u AI l\u00e0 v\u1ea5n \u0111\u1ec1 ph\u1ed5 bi\u1ebfn. Doanh nghi\u1ec7p c\u1ea7n \u0111\u1ed9i ng\u0169 k\u1ef9 s\u01b0 c\u00f3 k\u1ef9 n\u0103ng k\u1ebft h\u1ee3p gi\u1eefa c\u00f4ng ngh\u1ec7 v\u00e0 ki\u1ebfn th\u1ee9c s\u1ea3n xu\u1ea5t th\u1ef1c t\u1ebf. Vi\u1ec7c \u0111\u00e0o t\u1ea1o l\u1ea1i nh\u00e2n vi\u00ean hi\u1ec7n t\u1ea1i \u0111\u00f2i h\u1ecfi th\u1eddi gian v\u00e0 ngu\u1ed3n l\u1ef1c \u0111\u00e1ng k\u1ec3.<\/li>\n
    • Ngo\u00e0i ra, v\u1ea5n \u0111\u1ec1 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u v\u00e0 t\u00edch h\u1ee3p v\u1edbi h\u1ec7 th\u1ed1ng c\u0169 c\u0169ng c\u1ea7n \u0111\u01b0\u1ee3c ch\u00fa tr\u1ecdng. D\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t nh\u1ea1y c\u1ea3m n\u1ebfu b\u1ecb l\u1ed9 c\u00f3 th\u1ec3 g\u00e2y thi\u1ec7t h\u1ea1i l\u1edbn, trong khi nhi\u1ec1u nh\u00e0 m\u00e1y v\u1eabn s\u1eed d\u1ee5ng thi\u1ebft b\u1ecb c\u0169 kh\u00f3 k\u1ebft n\u1ed1i v\u1edbi c\u00f4ng ngh\u1ec7 m\u1edbi. Cu\u1ed1i c\u00f9ng l\u00e0 lo ng\u1ea1i v\u1ec1 vi\u1ec7c l\u00e0m \u2013 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f3 th\u1ec3 l\u00e0m thay \u0111\u1ed5i m\u1ed9t s\u1ed1 c\u00f4ng vi\u1ec7c, \u0111\u00f2i h\u1ecfi chi\u1ebfn l\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i nh\u00e2n s\u1ef1 h\u1ee3p l\u00fd \u0111\u1ec3 ng\u01b0\u1eddi lao \u0111\u1ed9ng kh\u00f4ng b\u1ecb b\u1ecf l\u1ea1i ph\u00eda sau m\u00e0 thay v\u00e0o \u0111\u00f3 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o k\u1ef9 n\u0103ng m\u1edbi.<\/li>\n<\/ul>\n

      \u0110\u1ec3 v\u01b0\u1ee3t qua nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y, doanh nghi\u1ec7p n\u00ean b\u1eaft \u0111\u1ea7u v\u1edbi c\u00e1c d\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m quy m\u00f4 nh\u1ecf, ch\u1ecdn \u0111\u1ed1i t\u00e1c c\u00f4ng ngh\u1ec7 uy t\u00edn v\u00e0 x\u00e2y d\u1ef1ng v\u0103n h\u00f3a h\u1ecdc h\u1ecfi li\u00ean t\u1ee5c. S\u1ef1 ki\u00ean tr\u00ec v\u00e0 c\u00e1ch ti\u1ebfp c\u1eadn t\u1eebng b\u01b0\u1edbc s\u1ebd gi\u00fap chuy\u1ec3n \u0111\u1ed5i s\u1ed1 th\u00e0nh c\u00f4ng v\u00e0 b\u1ec1n v\u1eefng.<\/p>\n

      \u1ee8ng d\u1ee5ng AI trong s\u1ea3n xu\u1ea5t \u0111ang m\u1edf ra k\u1ef7 nguy\u00ean nh\u00e0 m\u00e1y th\u00f4ng minh, n\u01a1i con ng\u01b0\u1eddi v\u00e0 c\u00f4ng ngh\u1ec7 l\u00e0m vi\u1ec7c h\u00e0i h\u00f2a. V\u1edbi 9 \u1ee9ng d\u1ee5ng chi ti\u1ebft tr\u00ean, hy v\u1ecdng qu\u00fd \u0111\u1ed9c gi\u1ea3 c\u00f3 th\u00eam c\u00e1i nh\u00ecn to\u00e0n di\u1ec7n \u0111\u1ec3 \u00e1p d\u1ee5ng v\u00e0o th\u1ef1c t\u1ebf. D\u00f9 doanh nghi\u1ec7p c\u1ee7a b\u1ea1n \u1edf quy m\u00f4 n\u00e0o, vi\u1ec7c b\u1eaft \u0111\u1ea7u t\u00ecm hi\u1ec3u v\u00e0 th\u1eed nghi\u1ec7m \u1ee9ng d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong s\u1ea3n xu\u1ea5t s\u1ebd l\u00e0 b\u01b0\u1edbc \u0111i chi\u1ebfn l\u01b0\u1ee3c quan tr\u1ecdng cho t\u01b0\u01a1ng lai. C\u00f2n r\u1ea5t nhi\u1ec1u ki\u1ebfn th\u1ee9c b\u1ed5 \u00edch n\u1eefa li\u00ean quan \u0111\u1ebfn AI \u0111an ch\u1edd b\u1ea1n kh\u00e1m ph\u00e1, follow ngay fanpage VTI Academy \u0111\u1ec3 \u0111\u00f3n \u0111\u1ecdc nh\u00e9!<\/p>\n","protected":false},"excerpt":{"rendered":"

      Trong k\u1ef7 nguy\u00ean s\u1ed1 h\u00f3a m\u1ea1nh m\u1ebd, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o trong s\u1ea3n xu\u1ea5t \u0111ang thay \u0111\u1ed5i ho\u00e0n to\u00e0n c\u00e1ch c\u00e1c nh\u00e0 m\u00e1y v\u1eadn h\u00e0nh. Kh\u00f4ng c\u00f2n l\u00e0 kh\u00e1i ni\u1ec7m xa x\u00f4i, \u1ee9ng d\u1ee5ng AI trong s\u1ea3n xu\u1ea5t gi\u00fap doanh nghi\u1ec7p tr\u1edf n\u00ean linh ho\u1ea1t h\u01a1n, ti\u1ebft ki\u1ec7m chi ph\u00ed v\u00e0 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng […]<\/p>\n","protected":false},"author":12,"featured_media":11334,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-11329","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/posts\/11329","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/users\/12"}],"replies":[{"embeddable":true,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/comments?post=11329"}],"version-history":[{"count":3,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/posts\/11329\/revisions"}],"predecessor-version":[{"id":11338,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/posts\/11329\/revisions\/11338"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/media\/11334"}],"wp:attachment":[{"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/media?parent=11329"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/categories?post=11329"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vtiacademy.site\/index.php\/wp-json\/wp\/v2\/tags?post=11329"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}