<\/span><\/h4>\nN\u1ebfu coi nh\u00e0 m\u00e1y l\u00e0 m\u1ed9t c\u01a1 th\u1ec3 s\u1ed1ng, th\u00ec Manufacturing Execution System (MES)<\/b> ch\u00ednh l\u00e0 b\u1ed9 n\u00e3o \u0111i\u1ec1u h\u00e0nh. \u0110\u00e2y l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng ph\u1ea7n m\u1ec1m to\u00e0n di\u1ec7n c\u00f3 ch\u1ee9c n\u0103ng gi\u00e1m s\u00e1t, theo d\u00f5i, ghi ch\u00e9p v\u00e0 ki\u1ec3m so\u00e1t m\u1ecdi kh\u00eda c\u1ea1nh c\u1ee7a qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t, t\u1eeb khi nguy\u00ean li\u1ec7u th\u00f4 \u0111\u01b0\u1ee3c nh\u1eadp v\u00e0o cho \u0111\u1ebfn khi th\u00e0nh ph\u1ea9m ho\u00e0n ch\u1ec9nh xu\u1ea5t x\u01b0\u1edfng. MES ho\u1ea1t \u0111\u1ed9ng nh\u01b0 m\u1ed9t c\u1ea7u n\u1ed1i th\u00f4ng tin quan tr\u1ecdng, n\u1eb1m gi\u1eefa h\u1ec7 th\u1ed1ng ho\u1ea1ch \u0111\u1ecbnh ngu\u1ed3n l\u1ef1c doanh nghi\u1ec7p (ERP) \u1edf t\u1ea7ng qu\u1ea3n tr\u1ecb v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng \u0111i\u1ec1u khi\u1ec3n quy tr\u00ecnh (SCADA\/PLC) \u1edf t\u1ea7ng s\u1ea3n xu\u1ea5t. N\u00f3 chuy\u1ec3n \u0111\u1ed5i c\u00e1c l\u1ec7nh s\u1ea3n xu\u1ea5t t\u1eeb ERP th\u00e0nh c\u00e1c t\u00e1c v\u1ee5 c\u1ee5 th\u1ec3 v\u00e0 g\u1eedi xu\u1ed1ng chuy\u1ec1n, \u0111\u1ed3ng th\u1eddi thu th\u1eadp d\u1eef li\u1ec7u th\u1ef1c t\u1ebf t\u1eeb chuy\u1ec1n \u0111\u1ec3 b\u00e1o c\u00e1o l\u1ea1i cho ERP, t\u1ea1o ra m\u1ed9t d\u00f2ng ch\u1ea3y th\u00f4ng tin th\u00f4ng su\u1ed1t.<\/p>\n<\/span>SCADA (Supervisory Control and Data Acquisition)<\/span><\/h4>\nSCADA<\/b> c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c v\u00ed nh\u01b0 h\u1ec7 th\u1ea7n kinh trung \u01b0\u01a1ng c\u1ee7a nh\u00e0 m\u00e1y. H\u1ec7 th\u1ed1ng n\u00e0y t\u1eadp trung v\u00e0o vi\u1ec7c gi\u00e1m s\u00e1t v\u00e0 \u0111i\u1ec1u khi\u1ec3n c\u00e1c quy tr\u00ecnh c\u00f4ng nghi\u1ec7p v\u1eadt l\u00fd tr\u00ean m\u1ed9t khu v\u1ef1c r\u1ed9ng l\u1edbn ho\u1eb7c th\u1eadm ch\u00ed nhi\u1ec1u nh\u00e0 m\u00e1y kh\u00e1c nhau. SCADA k\u1ebft h\u1ee3p ph\u1ea7n m\u1ec1m tr\u1ef1c quan v\u1edbi c\u00e1c giao di\u1ec7n ph\u1ea7n c\u1ee9ng nh\u01b0 PLC (B\u1ed9 \u0111i\u1ec1u khi\u1ec3n logic kh\u1ea3 tr\u00ecnh), RTU (Thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i t\u1eeb xa) v\u00e0 HMI (Giao di\u1ec7n ng\u01b0\u1eddi-m\u00e1y) \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c t\u1eeb m\u00e1y m\u00f3c, g\u1eedi l\u1ec7nh \u0111i\u1ec1u khi\u1ec3n (nh\u01b0 b\u1eadt\/t\u1eaft \u0111\u1ed9ng c\u01a1, \u0111i\u1ec1u ch\u1ec9nh van) v\u00e0 ghi l\u1ea1i to\u00e0n b\u1ed9 l\u1ecbch s\u1eed ho\u1ea1t \u0111\u1ed9ng c\u1ee7a thi\u1ebft b\u1ecb.<\/p>\n<\/span>C\u1ea3m Bi\u1ebfn v\u00e0 IoT (Internet of Things)<\/span><\/h4>\nC\u1ea3m bi\u1ebfn v\u00e0 thi\u1ebft b\u1ecb IoT ch\u00ednh l\u00e0 c\u00e1c gi\u00e1c quan c\u1ee7a nh\u00e0 m\u00e1y th\u00f4ng minh. H\u1ec7 th\u1ed1ng n\u00e0y s\u1eed d\u1ee5ng v\u00f4 s\u1ed1 lo\u1ea1i c\u1ea3m bi\u1ebfn \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u chi ti\u1ebft v\u1ec1 c\u00e1c th\u00f4ng s\u1ed1 v\u1eadn h\u00e0nh quan tr\u1ecdng nh\u01b0 nhi\u1ec7t \u0111\u1ed9, \u00e1p su\u1ea5t, \u0111\u1ed9 rung, \u0111\u1ed9 \u1ea9m, t\u1ed1c \u0111\u1ed9, m\u1ee9c ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng… V\u1edbi s\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a c\u00f4ng ngh\u1ec7 IoT, c\u00e1c c\u1ea3m bi\u1ebfn n\u00e0y kh\u00f4ng c\u00f2n ho\u1ea1t \u0111\u1ed9ng \u0111\u1ed9c l\u1eadp m\u00e0 c\u00f3 th\u1ec3 k\u1ebft n\u1ed1i v\u00e0 giao ti\u1ebfp li\u1ec1n m\u1ea1ch v\u1edbi nhau qua m\u1ea1ng kh\u00f4ng d\u00e2y, t\u1ea1o th\u00e0nh m\u1ed9t h\u1ec7 sinh th\u00e1i th\u00f4ng tin d\u00e0y \u0111\u1eb7c, cung c\u1ea5p c\u00e1i nh\u00ecn 360 \u0111\u1ed9 v\u1ec1 “s\u1ee9c kh\u1ecfe” c\u1ee7a t\u1eebng c\u1ed7 m\u00e1y v\u00e0 to\u00e0n b\u1ed9 d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t.<\/p>\n
<\/span>N\u0103m Ch\u1ee9c N\u0103ng C\u01a1 B\u1ea3n<\/span><\/h2>\nM\u1ed9t h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t s\u1ea3n xu\u1ea5t hi\u1ec7u qu\u1ea3 ph\u1ea3i th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c n\u0103m ch\u1ee9c n\u0103ng c\u1ed1t l\u00f5i sau \u0111\u1ec3 mang l\u1ea1i gi\u00e1 tr\u1ecb t\u1ed1i \u0111a cho doanh nghi\u1ec7p.<\/p>\n
<\/span>1. Hi\u1ec3n Th\u1ecb Th\u00f4ng Tin S\u1ea3n Xu\u1ea5t<\/span><\/h3>\nCh\u1ee9c n\u0103ng c\u01a1 b\u1ea3n v\u00e0 quan tr\u1ecdng nh\u1ea5t l\u00e0 cung c\u1ea5p kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb tr\u1ef1c quan to\u00e0n b\u1ed9 th\u00f4ng tin s\u1ea3n xu\u1ea5t. H\u1ec7 th\u1ed1ng thu th\u1eadp v\u00e0 t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u t\u1eeb chuy\u1ec1n \u0111\u1ec3 hi\u1ec3n th\u1ecb c\u00e1c ch\u1ec9 s\u1ed1 hi\u1ec7u su\u1ea5t ch\u00ednh (KPIs) nh\u01b0 s\u1ea3n l\u01b0\u1ee3ng theo k\u1ebf ho\u1ea1ch v\u00e0 s\u1ea3n l\u01b0\u1ee3ng th\u1ef1c t\u1ebf, hi\u1ec7u su\u1ea5t thi\u1ebft b\u1ecb t\u1ed5ng th\u1ec3 (OEE), t\u1ef7 l\u1ec7 ph\u1ebf ph\u1ea9m, th\u1eddi gian chu k\u1ef3… T\u1ea5t c\u1ea3 \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt theo th\u1eddi gian th\u1ef1c tr\u00ean c\u00e1c b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n (dashboard), m\u00e0n h\u00ecnh Andon t\u1ea1i x\u01b0\u1edfng ho\u1eb7c \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng, gi\u00fap ng\u01b0\u1eddi qu\u1ea3n l\u00fd c\u00f3 c\u00e1i nh\u00ecn t\u1ed5ng quan, minh b\u1ea1ch v\u00e0 t\u1ee9c th\u1eddi v\u1ec1 hi\u1ec7u su\u1ea5t s\u1ea3n xu\u1ea5t.<\/p>\n
<\/span>2. C\u1ea3nh B\u00e1o T\u1ee9c Th\u00ec<\/span><\/h3>\nThay v\u00ec \u0111\u1ee3i \u0111\u1ebfn cu\u1ed1i ca ho\u1eb7c khi s\u1ef1 c\u1ed1 \u0111\u00e3 g\u00e2y ra thi\u1ec7t h\u1ea1i l\u1edbn, ch\u1ee9c n\u0103ng c\u1ea3nh b\u00e1o t\u1ee9c th\u00ec cho ph\u00e9p ng\u01b0\u1eddi qu\u1ea3n l\u00fd v\u00e0 nh\u00e2n vi\u00ean v\u1eadn h\u00e0nh nh\u1eadn \u0111\u01b0\u1ee3c th\u00f4ng b\u00e1o ngay khi c\u00f3 b\u1ea5t k\u1ef3 d\u1ea5u hi\u1ec7u b\u1ea5t th\u01b0\u1eddng n\u00e0o xu\u1ea5t hi\u1ec7n. V\u00ed d\u1ee5, khi m\u1ed9t m\u00e1y qu\u00e1 nhi\u1ec7t, m\u1ed9t d\u00e2y chuy\u1ec1n d\u1eebng \u0111\u1ed9t ng\u1ed9t, ho\u1eb7c s\u1ea3n l\u01b0\u1ee3ng gi\u1ea3m d\u01b0\u1edbi ng\u01b0\u1ee1ng cho ph\u00e9p, h\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng g\u1eedi c\u1ea3nh b\u00e1o qua SMS, email, ho\u1eb7c pop-up tr\u00ean m\u00e0n h\u00ecnh HMI. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m thi\u1ec3u th\u1eddi gian ph\u1ea3n \u1ee9ng, ng\u0103n ch\u1eb7n s\u1ef1 c\u1ed1 lan r\u1ed9ng v\u00e0 gi\u1ea3m \u0111\u00e1ng k\u1ec3 th\u1eddi gian ch\u1ebft c\u1ee7a m\u00e1y m\u00f3c.<\/p>\n
<\/span>3. Qu\u1ea3n L\u00fd T\u1eeb Xa<\/span><\/h3>\nTrong m\u00f4i tr\u01b0\u1eddng s\u1ea3n xu\u1ea5t hi\u1ec7n \u0111\u1ea1i, kh\u1ea3 n\u0103ng qu\u1ea3n l\u00fd t\u1eeb xa l\u00e0 m\u1ed9t l\u1ee3i th\u1ebf l\u1edbn. H\u1ec7 th\u1ed1ng cho ph\u00e9p c\u00e1c c\u1ea5p qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 theo d\u00f5i, gi\u00e1m s\u00e1t v\u00e0 th\u1eadm ch\u00ed \u0111i\u1ec1u khi\u1ec3n m\u1ed9t ph\u1ea7n qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t \u1edf b\u1ea5t c\u1ee9 \u0111\u00e2u, ch\u1ec9 c\u1ea7n c\u00f3 k\u1ebft n\u1ed1i m\u1ea1ng. Th\u00f4ng qua m\u00e1y t\u00ednh ho\u1eb7c thi\u1ebft b\u1ecb di \u0111\u1ed9ng, h\u1ecd c\u00f3 th\u1ec3 xem dashboard hi\u1ec7u su\u1ea5t, ki\u1ec3m tra t\u00ecnh tr\u1ea1ng m\u00e1y m\u00f3c, v\u00e0 nh\u1eadn c\u1ea3nh b\u00e1o. \u0110\u1ed3ng th\u1eddi, nh\u00e2n vi\u00ean t\u1ea1i x\u01b0\u1edfng c\u0169ng c\u00f3 th\u1ec3 t\u01b0\u01a1ng t\u00e1c v\u1edbi h\u1ec7 th\u1ed1ng \u0111\u1ec3 b\u00e1o c\u00e1o s\u1ef1 c\u1ed1, y\u00eau c\u1ea7u h\u1ed7 tr\u1ee3 v\u00e0 nh\u1eadn h\u01b0\u1edbng d\u1eabn x\u1eed l\u00fd t\u1eeb xa, t\u0103ng c\u01b0\u1eddng t\u00ednh linh ho\u1ea1t v\u00e0 hi\u1ec7u qu\u1ea3 c\u1ed9ng t\u00e1c.<\/p>\n
<\/span>4. Qu\u1ea3n L\u00fd Ch\u1ea5t L\u01b0\u1ee3ng<\/span><\/h3>\nH\u1ec7 th\u1ed1ng cung c\u1ea5p kh\u1ea3 n\u0103ng qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m m\u1ed9t c\u00e1ch ch\u1eb7t ch\u1ebd v\u00e0 khoa h\u1ecdc th\u00f4ng qua vi\u1ec7c theo d\u00f5i chi ti\u1ebft t\u1eebng c\u00f4ng \u0111o\u1ea1n. D\u1eef li\u1ec7u v\u1ec1 c\u00e1c th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt, k\u1ebft qu\u1ea3 ki\u1ec3m tra ch\u1ea5t l\u01b0\u1ee3ng (QC\/QA) \u0111\u01b0\u1ee3c ghi l\u1ea1i t\u1ef1 \u0111\u1ed9ng. Khi ph\u00e1t hi\u1ec7n m\u1ed9t s\u1ea3n ph\u1ea9m l\u1ed7i ho\u1eb7c m\u1ed9t th\u00f4ng s\u1ed1 n\u1eb1m ngo\u00e0i ng\u01b0\u1ee1ng cho ph\u00e9p, h\u1ec7 th\u1ed1ng s\u1ebd ngay l\u1eadp t\u1ee9c b\u00e1o c\u00e1o, ghi ch\u00e9p th\u00f4ng tin v\u00e0 h\u1ed7 tr\u1ee3 truy xu\u1ea5t ngu\u1ed3n g\u1ed1c (traceability), gi\u00fap x\u00e1c \u0111\u1ecbnh ch\u00ednh x\u00e1c nguy\u00ean nh\u00e2n g\u00e2y ra l\u1ed7i t\u1eeb m\u00e1y m\u00f3c, nguy\u00ean li\u1ec7u hay con ng\u01b0\u1eddi.<\/p>\n
<\/span>5. Qu\u1ea3n L\u00fd Kho Nguy\u00ean V\u1eadt Li\u1ec7u<\/span><\/h3>\n\u0110\u1ec3 d\u00e2y chuy\u1ec1n ho\u1ea1t \u0111\u1ed9ng kh\u00f4ng gi\u00e1n \u0111o\u1ea1n, vi\u1ec7c cung \u1ee9ng nguy\u00ean v\u1eadt li\u1ec7u ph\u1ea3i ch\u00ednh x\u00e1c v\u00e0 k\u1ecbp th\u1eddi. H\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng qu\u1ea3n l\u00fd kho nguy\u00ean v\u1eadt li\u1ec7u d\u1ef1a tr\u00ean s\u1ea3n l\u01b0\u1ee3ng \u0111\u1ecbnh m\u1ee9c v\u00e0 l\u01b0\u1ee3ng ti\u00eau th\u1ee5 th\u1ef1c t\u1ebf. N\u00f3 t\u1ef1 \u0111\u1ed9ng theo d\u00f5i m\u1ee9c t\u1ed3n kho v\u00e0 khi l\u01b0\u1ee3ng nguy\u00ean v\u1eadt li\u1ec7u s\u1eafp c\u1ea1n ki\u1ec7t, h\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng g\u1eedi th\u00f4ng b\u00e1o cho b\u1ed9 ph\u1eadn kho ho\u1eb7c th\u1eadm ch\u00ed t\u1ea1o y\u00eau c\u1ea7u \u0111\u1eb7t h\u00e0ng m\u1edbi, \u0111\u1ea3m b\u1ea3o s\u1ea3n xu\u1ea5t li\u00ean t\u1ee5c v\u00e0 h\u1ed7 tr\u1ee3 tri\u1ec3n khai c\u00e1c m\u00f4 h\u00ecnh s\u1ea3n xu\u1ea5t tinh g\u1ecdn nh\u01b0 Just-in-Time (JIT).<\/p>\n
<\/span>L\u1ee3i \u00cdch Thi\u1ebft Th\u1ef1c<\/span><\/h2>\nVi\u1ec7c \u0111\u1ea7u t\u01b0 v\u00e0o m\u1ed9t h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t s\u1ea3n xu\u1ea5t kh\u00f4ng ch\u1ec9 l\u00e0 n\u00e2ng c\u1ea5p c\u00f4ng ngh\u1ec7 m\u00e0 c\u00f2n mang l\u1ea1i nh\u1eefng l\u1ee3i \u00edch t\u00e0i ch\u00ednh v\u00e0 v\u1eadn h\u00e0nh r\u00f5 r\u1ec7t.<\/p>\n
<\/span>C\u1ea3i Thi\u1ec7n Hi\u1ec7u Qu\u1ea3 V\u1eadn H\u00e0nh<\/span><\/h3>\nGi\u00e1m s\u00e1t s\u1ea3n xu\u1ea5t th\u1eddi gian th\u1ef1c mang l\u1ea1i kh\u1ea3 n\u0103ng nh\u00ecn th\u1ea5y v\u00e0 s\u1ef1 minh b\u1ea1ch ch\u01b0a t\u1eebng c\u00f3<\/b> trong to\u00e0n b\u1ed9 quy tr\u00ecnh. Ng\u01b0\u1eddi qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 truy c\u1eadp v\u00e0o kho d\u1eef li\u1ec7u chi ti\u1ebft v\u00e0 ch\u00ednh x\u00e1c v\u1ec1 t\u00ecnh tr\u1ea1ng, hi\u1ec7u su\u1ea5t c\u1ee7a t\u1eebng m\u00e1y m\u00f3c, thi\u1ebft b\u1ecb v\u00e0 d\u00e2y chuy\u1ec1n. Nh\u1edd \u0111\u00f3, h\u1ecd c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng x\u00e1c \u0111\u1ecbnh c\u00e1c \u0111i\u1ec3m ngh\u1ebdn (bottlenecks), t\u1ed1i \u01b0u h\u00f3a c\u00e0i \u0111\u1eb7t m\u00e1y, gi\u1ea3m th\u1eddi gian chuy\u1ec3n \u0111\u1ed5i s\u1ea3n ph\u1ea9m v\u00e0 ph\u00e2n b\u1ed5 ngu\u1ed3n l\u1ef1c m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3 h\u01a1n, t\u1eeb \u0111\u00f3 n\u00e2ng cao n\u0103ng su\u1ea5t t\u1ed5ng th\u1ec3.<\/p>\n<\/span>Gi\u1ea3m Th\u1eddi Gian Ng\u1eebng Ho\u1ea1t \u0110\u1ed9ng<\/span><\/h3>\nTh\u1eddi gian ch\u1ebft c\u1ee7a m\u00e1y m\u00f3c l\u00e0 m\u1ed9t trong nh\u1eefng l\u00e3ng ph\u00ed l\u1edbn nh\u1ea5t trong s\u1ea3n xu\u1ea5t. M\u1ed9t kh\u1ea3o s\u00e1t c\u1ee7a ng\u01b0\u1eddi d\u00f9ng Intouch Monitoring \u0111\u00e3 b\u00e1o c\u00e1o m\u1ee9c t\u0103ng trung b\u00ecnh 6% trong vi\u1ec7c s\u1eed d\u1ee5ng m\u00e1y m\u00f3c<\/b> sau khi tri\u1ec3n khai h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t th\u1eddi gian th\u1ef1c. \u0110\u1ed1i v\u1edbi c\u00e1c nh\u00e0 m\u00e1y ho\u1ea1t \u0111\u1ed9ng 24\/7, vi\u1ec7c t\u0103ng m\u1ee9c s\u1eed d\u1ee5ng t\u1eeb 75% l\u00ean 79,5% t\u01b0\u01a1ng \u0111\u01b0\u01a1ng v\u1edbi vi\u1ec7c c\u00f3 th\u00eam 394 gi\u1edd s\u1ea3n xu\u1ea5t tr\u00ean m\u1ed7i m\u00e1y m\u1ed7i n\u0103m m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u1ea7u t\u01b0 th\u00eam thi\u1ebft b\u1ecb.<\/p>\n<\/span>Ti\u1ebft Ki\u1ec7m Chi Ph\u00ed<\/span><\/h3>\nHi\u1ec7u qu\u1ea3 t\u00e0i ch\u00ednh l\u00e0 m\u1ed9t trong nh\u1eefng l\u1ee3i \u00edch h\u1ea5p d\u1eabn nh\u1ea5t. Theo Maverick Technologies, vi\u1ec7c tri\u1ec3n khai h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 mang l\u1ea1i ROI (T\u1ef7 su\u1ea5t ho\u00e0n v\u1ed1n) l\u00ean t\u1edbi 7 l\u1ea7n<\/b> trong ng\u00e0nh s\u1ea3n xu\u1ea5t theo quy tr\u00ecnh. Trong m\u1ed9t tr\u01b0\u1eddng h\u1ee3p c\u1ee5 th\u1ec3 \u0111\u01b0\u1ee3c ghi nh\u1eadn, h\u1ec7 th\u1ed1ng th\u1eadm ch\u00ed c\u00f3 th\u1ec3 t\u1ef1 ho\u00e0n v\u1ed1n ch\u1ec9 sau 8 tu\u1ea7n tri\u1ec3n khai. Chi ph\u00ed \u0111\u01b0\u1ee3c ti\u1ebft ki\u1ec7m t\u1eeb nhi\u1ec1u ngu\u1ed3n: gi\u1ea3m l\u00e3ng ph\u00ed nguy\u00ean v\u1eadt li\u1ec7u, t\u1ed1i \u01b0u h\u00f3a ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng, gi\u1ea3m chi ph\u00ed b\u1ea3o tr\u00ec \u0111\u1ed9t xu\u1ea5t v\u00e0 gi\u1ea3m chi ph\u00ed l\u00e0m th\u00eam gi\u1edd do s\u1ef1 c\u1ed1.<\/p>\n<\/span>Ph\u1ea3n \u1ee8ng Nhanh V\u1edbi S\u1ef1 C\u1ed1<\/span><\/h3>\nGi\u00e1m s\u00e1t li\u00ean t\u1ee5c l\u00e0 ch\u00eca kh\u00f3a \u0111\u1ec3 r\u00fat ng\u1eafn th\u1eddi gian ph\u1ea3n \u1ee9ng v\u00e0 gi\u1ea3m thi\u1ec3u t\u00e1c \u0111\u1ed9ng c\u1ee7a s\u1ef1 c\u1ed1<\/b>. H\u00e3y t\u01b0\u1edfng t\u01b0\u1ee3ng, khi m\u1ed9t s\u1ef1 c\u1ed1 k\u1ef9 thu\u1eadt x\u1ea3y ra tr\u00ean d\u00e2y chuy\u1ec1n, thay v\u00ec \u0111\u1ee3i c\u00f4ng nh\u00e2n ph\u00e1t hi\u1ec7n v\u00e0 b\u00e1o c\u00e1o, h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t th\u1eddi gian th\u1ef1c s\u1ebd ngay l\u1eadp t\u1ee9c g\u1eedi c\u1ea3nh b\u00e1o \u0111\u1ebfn \u0111i\u1ec7n tho\u1ea1i ho\u1eb7c m\u00e1y t\u00ednh b\u1ea3ng c\u1ee7a \u0111\u1ed9i ng\u0169 b\u1ea3o tr\u00ec, k\u00e8m theo th\u00f4ng tin chi ti\u1ebft v\u1ec1 v\u1ecb tr\u00ed v\u00e0 m\u00e3 l\u1ed7i. \u0110i\u1ec1u n\u00e0y gi\u00fap \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt h\u00e0nh \u0111\u1ed9ng ngay l\u1eadp t\u1ee9c, gi\u1ea3m \u0111\u00e1ng k\u1ec3 th\u1eddi gian t\u1eeb khi s\u1ef1 c\u1ed1 x\u1ea3y ra \u0111\u1ebfn khi \u0111\u01b0\u1ee3c kh\u1eafc ph\u1ee5c.<\/p>\n<\/span>Th\u00e1ch Th\u1ee9c Trong Tri\u1ec3n Khai<\/span><\/h2>\nM\u1eb7c d\u00f9 l\u1ee3i \u00edch l\u00e0 r\u1ea5t l\u1edbn, qu\u00e1 tr\u00ecnh tri\u1ec3n khai h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t s\u1ea3n xu\u1ea5t c\u0169ng \u0111\u1ed1i m\u1eb7t v\u1edbi kh\u00f4ng \u00edt th\u00e1ch th\u1ee9c.<\/p>\n
<\/span>T\u00edch H\u1ee3p H\u1ec7 Th\u1ed1ng<\/span><\/h3>\nM\u1ed9t nghi\u00ean c\u1ee9u cho th\u1ea5y c\u00f3 t\u1edbi 84% t\u1ed5 ch\u1ee9c g\u1eb7p ph\u1ea3i th\u00e1ch th\u1ee9c v\u1ec1 t\u00edch h\u1ee3p<\/b> khi tri\u1ec3n khai c\u00f4ng ngh\u1ec7 m\u1edbi. H\u1ea7u h\u1ebft c\u00e1c nh\u00e0 m\u00e1y \u0111\u1ec1u c\u00f3 m\u1ed9t h\u1ec7 sinh th\u00e1i m\u00e1y m\u00f3c \u0111a d\u1ea1ng, t\u1eeb c\u00e1c thi\u1ebft b\u1ecb c\u0169 k\u1ef9 \u0111\u1ebfn c\u00e1c robot hi\u1ec7n \u0111\u1ea1i, \u0111\u1ebfn t\u1eeb nhi\u1ec1u nh\u00e0 s\u1ea3n xu\u1ea5t kh\u00e1c nhau. Vi\u1ec7c t\u00edch h\u1ee3p li\u1ec1n m\u1ea1ch h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t v\u1edbi c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng hi\u1ec7n c\u00f3 \u0111\u1ec3 t\u1ea5t c\u1ea3 c\u00f3 th\u1ec3 “n\u00f3i chuy\u1ec7n” c\u00f9ng m\u1ed9t ng\u00f4n ng\u1eef l\u00e0 m\u1ed9t b\u00e0i to\u00e1n k\u1ef9 thu\u1eadt ph\u1ee9c t\u1ea1p, \u0111\u00f2i h\u1ecfi chuy\u00ean m\u00f4n cao v\u00e0 k\u1ebf ho\u1ea1ch chi ti\u1ebft.<\/p>\n<\/span>B\u1ea3o M\u1eadt D\u1eef Li\u1ec7u<\/span><\/h3>\nKhi m\u1ecdi thi\u1ebft b\u1ecb \u0111\u1ec1u \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i qua IoT, b\u1ec1 m\u1eb7t t\u1ea5n c\u00f4ng c\u1ee7a nh\u00e0 m\u00e1y c\u0169ng m\u1edf r\u1ed9ng theo. C\u00e1c r\u1ee7i ro v\u1ec1 an ninh m\u1ea1ng tr\u1edf n\u00ean nghi\u00eam tr\u1ecdng h\u01a1n bao gi\u1edd h\u1ebft. Do \u0111\u00f3, c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t m\u00e1y m\u00f3c hi\u1ec7n \u0111\u1ea1i ph\u1ea3i \u00e1p d\u1ee5ng c\u00e1c giao th\u1ee9c b\u1ea3o m\u1eadt m\u1ea1nh m\u1ebd h\u01a1n<\/b>, bao g\u1ed3m m\u00e3 h\u00f3a d\u1eef li\u1ec7u, ph\u00e2n quy\u1ec1n truy c\u1eadp nghi\u00eam ng\u1eb7t, t\u01b0\u1eddng l\u1eeda c\u00f4ng nghi\u1ec7p v\u00e0 gi\u00e1m s\u00e1t an ninh m\u1ea1ng li\u00ean t\u1ee5c \u0111\u1ec3 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t nh\u1ea1y c\u1ea3m kh\u1ecfi c\u00e1c h\u00e0nh vi truy c\u1eadp tr\u00e1i ph\u00e9p v\u00e0 t\u1ea5n c\u00f4ng m\u1ea1ng.<\/p>\n<\/span>Qu\u1ea3n L\u00fd Kh\u1ea3 N\u0103ng M\u1edf R\u1ed9ng<\/span><\/h3>\nDoanh nghi\u1ec7p lu\u00f4n ph\u00e1t tri\u1ec3n, v\u00e0 h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t c\u0169ng c\u1ea7n ph\u1ea3i c\u00f3 kh\u1ea3 n\u0103ng ph\u00e1t tri\u1ec3n theo. \u0110\u1ea3m b\u1ea3o h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng quy m\u00f4 m\u1ed9t c\u00e1ch linh ho\u1ea1t \u2013 t\u1eeb vi\u1ec7c th\u00eam m\u1ed9t v\u00e0i m\u00e1y m\u1edbi \u0111\u1ebfn vi\u1ec7c x\u00e2y d\u1ef1ng m\u1ed9t nh\u00e0 m\u00e1y m\u1edbi \u2013 l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c quan tr\u1ecdng c\u1ea7n \u0111\u01b0\u1ee3c t\u00ednh to\u00e1n k\u1ef9 l\u01b0\u1ee1ng ngay t\u1eeb giai \u0111o\u1ea1n l\u1eadp k\u1ebf ho\u1ea1ch. L\u1ef1a ch\u1ecdn m\u1ed9t ki\u1ebfn tr\u00fac h\u1ec7 th\u1ed1ng linh ho\u1ea1t (v\u00ed d\u1ee5: n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y) s\u1ebd gi\u00fap doanh nghi\u1ec7p tr\u00e1nh \u0111\u01b0\u1ee3c vi\u1ec7c ph\u1ea3i \u0111\u1ea7u t\u01b0 l\u1ea1i t\u1eeb \u0111\u1ea7u trong t\u01b0\u01a1ng lai.<\/p>\n
<\/span>Xu H\u01b0\u1edbng C\u00f4ng Ngh\u1ec7 M\u1edbi<\/span><\/h2>\nNg\u00e0nh c\u00f4ng nghi\u1ec7p gi\u00e1m s\u00e1t s\u1ea3n xu\u1ea5t \u0111ang li\u00ean t\u1ee5c ph\u00e1t tri\u1ec3n v\u1edbi nh\u1eefng c\u00f4ng ngh\u1ec7 \u0111\u1ed9t ph\u00e1, h\u1ee9a h\u1eb9n mang l\u1ea1i nh\u1eefng kh\u1ea3 n\u0103ng v\u01b0\u1ee3t tr\u1ed9i.<\/p>\n
<\/span>T\u00edch H\u1ee3p AI v\u00e0 Machine Learning<\/span><\/h3>\nTr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 H\u1ecdc m\u00e1y (Machine Learning) \u0111ang m\u1edf ra m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi. H\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t s\u1ea3n xu\u1ea5t t\u00edch h\u1ee3p AI c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u b\u1ea3o tr\u00ec<\/b> b\u1eb1ng c\u00e1ch ph\u00e2n t\u00edch c\u00e1c m\u1eabu d\u1eef li\u1ec7u rung, nhi\u1ec7t \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c d\u1ea5u hi\u1ec7u h\u1ecfng h\u00f3c s\u1eafp x\u1ea3y ra. H\u01a1n th\u1ebf n\u1eefa, AI c\u00f2n c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng t\u1ed1i \u01b0u h\u00f3a l\u1ecbch tr\u00ecnh s\u1ea3n xu\u1ea5t, \u0111\u1ec1 xu\u1ea5t c\u00e1c th\u00f4ng s\u1ed1 v\u1eadn h\u00e0nh t\u1ed1t nh\u1ea5t v\u00e0 ng\u0103n ng\u1eeba th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng ngo\u00e0i k\u1ebf ho\u1ea1ch, chuy\u1ec3n t\u1eeb gi\u00e1m s\u00e1t b\u1ecb \u0111\u1ed9ng sang qu\u1ea3n l\u00fd ch\u1ee7 \u0111\u1ed9ng v\u00e0 th\u00f4ng minh.<\/p>\n<\/span>Cloud v\u00e0 Edge Computing (\u0110i\u1ec7n to\u00e1n \u0110\u00e1m m\u00e2y v\u00e0 \u0110i\u1ec7n to\u00e1n Bi\u00ean)<\/span><\/h3>\nS\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa \u0110i\u1ec7n to\u00e1n Bi\u00ean v\u00e0 \u0110\u00e1m m\u00e2y \u0111ang t\u1ea1o ra m\u1ed9t ki\u1ebfn tr\u00fac t\u1ed1i \u01b0u. \u0110i\u1ec7n to\u00e1n bi\u00ean (Edge Computing)<\/b> cho ph\u00e9p x\u1eed l\u00fd d\u1eef li\u1ec7u ngay t\u1ea1i ngu\u1ed3n (g\u1ea7n m\u00e1y m\u00f3c) \u0111\u1ec3 c\u00f3 t\u1ed1c \u0111\u1ed9 ph\u1ea3n \u1ee9ng si\u00eau nhanh cho c\u00e1c t\u00e1c v\u1ee5 t\u1ee9c th\u1eddi nh\u01b0 d\u1eebng kh\u1ea9n c\u1ea5p. Trong khi \u0111\u00f3, \u0110i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y (Cloud Computing)<\/b> cung c\u1ea5p n\u0103ng l\u1ef1c l\u01b0u tr\u1eef kh\u1ed5ng l\u1ed3 v\u00e0 s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n \u0111\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1edbn, ch\u1ea1y c\u00e1c m\u00f4 h\u00ecnh AI ph\u1ee9c t\u1ea1p v\u00e0 qu\u1ea3n l\u00fd h\u1ec7 th\u1ed1ng tr\u00ean quy m\u00f4 to\u00e0n c\u1ea7u.<\/p>\n<\/span>T\u00edch H\u1ee3p ERP<\/span><\/h3>\nVi\u1ec7c t\u00edch h\u1ee3p s\u00e2u d\u1eef li\u1ec7u gi\u00e1m s\u00e1t m\u00e1y m\u00f3c (t\u1eeb MES\/SCADA) v\u1edbi h\u1ec7 th\u1ed1ng ho\u1ea1ch \u0111\u1ecbnh ngu\u1ed3n l\u1ef1c doanh nghi\u1ec7p (ERP) s\u1ebd t\u1ea1o ra m\u1ed9t d\u00f2ng ch\u1ea3y th\u00f4ng tin xuy\u00ean su\u1ed1t to\u00e0n doanh nghi\u1ec7p<\/b>. S\u1ef1 t\u00edch h\u1ee3p n\u00e0y gi\u00fap c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd c\u00f3 \u0111\u01b0\u1ee3c b\u1ee9c tranh t\u00e0i ch\u00ednh ch\u00ednh x\u00e1c h\u01a1n v\u1ec1 chi ph\u00ed s\u1ea3n xu\u1ea5t, h\u1ed7 tr\u1ee3 l\u1eadp k\u1ebf ho\u1ea1ch v\u00e0 d\u1ef1 b\u00e1o nhu c\u1ea7u t\u1ed1t h\u01a1n, v\u00e0 mang l\u1ea1i kh\u1ea3 n\u0103ng ra quy\u1ebft \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c d\u1ef1a tr\u00ean m\u1ed9t ngu\u1ed3n d\u1eef li\u1ec7u h\u1ee3p nh\u1ea5t v\u00e0 \u0111\u00e1ng tin c\u1eady.<\/p>\n<\/span>K\u1ebft Lu\u1eadn<\/span><\/h2>\nH\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t s\u1ea3n xu\u1ea5t \u0111\u00e3 v\u01b0\u1ee3t ra kh\u1ecfi vai tr\u00f2 c\u1ee7a m\u1ed9t c\u00f4ng c\u1ee5 c\u00f4ng ngh\u1ec7 \u0111\u01a1n thu\u1ea7n \u0111\u1ec3 tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng chi\u1ebfn l\u01b0\u1ee3c<\/b> cho s\u1ef1 th\u00e0nh c\u00f4ng c\u1ee7a qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong ng\u00e0nh s\u1ea3n xu\u1ea5t. V\u1edbi kh\u1ea3 n\u0103ng mang l\u1ea1i ROI \u1ea5n t\u01b0\u1ee3ng, gi\u1ea3m thi\u1ec3u th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng v\u00e0 t\u0103ng v\u1ecdt hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh, \u0111\u00e2y l\u00e0 m\u1ed9t kho\u1ea3n \u0111\u1ea7u t\u01b0 thi\u1ebft y\u1ebfu cho b\u1ea5t k\u1ef3 doanh nghi\u1ec7p n\u00e0o mu\u1ed1n v\u01b0\u01a1n l\u00ean v\u00e0 duy tr\u00ec t\u00ednh c\u1ea1nh tranh trong k\u1ef7 nguy\u00ean C\u00f4ng nghi\u1ec7p 4.0 \u0111\u1ea7y bi\u1ebfn \u0111\u1ed9ng.<\/p>\n
Th\u00e0nh c\u00f4ng c\u1ee7a vi\u1ec7c tri\u1ec3n khai kh\u00f4ng n\u1eb1m \u1edf c\u00f4ng ngh\u1ec7 \u0111\u1eaft ti\u1ec1n nh\u1ea5t, m\u00e0 ph\u1ee5 thu\u1ed9c v\u00e0o vi\u1ec7c b\u1eaft \u0111\u1ea7u t\u1eeb nh\u1eefng m\u1ee5c ti\u00eau kinh doanh r\u00f5 r\u00e0ng, l\u1ef1a ch\u1ecdn ph\u01b0\u01a1ng ph\u00e1p tri\u1ec3n khai ph\u00f9 h\u1ee3p v\u1edbi th\u1ef1c tr\u1ea1ng, v\u00e0 cam k\u1ebft c\u1ea3i ti\u1ebfn li\u00ean t\u1ee5c<\/b> d\u1ef1a tr\u00ean nh\u1eefng th\u00f4ng tin chi ti\u1ebft m\u00e0 d\u1eef li\u1ec7u mang l\u1ea1i. V\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n kh\u00f4ng ng\u1eebng c\u1ee7a AI, IoT v\u00e0 \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y, h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t s\u1ea3n xu\u1ea5t ch\u1eafc ch\u1eafn s\u1ebd ti\u1ebfp t\u1ee5c l\u00e0 ch\u00eca kh\u00f3a v\u00e0ng m\u1edf ra c\u00e1nh c\u1eeda t\u01b0\u01a1ng lai c\u1ee7a n\u1ec1n s\u1ea3n xu\u1ea5t th\u00f4ng minh, t\u1ef1 \u0111\u1ed9ng v\u00e0 b\u1ec1n v\u1eefng.<\/p>","protected":false},"excerpt":{"rendered":"
Trong b\u1ed1i c\u1ea3nh cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 \u0111ang \u0111\u1ecbnh h\u00ecnh l\u1ea1i to\u00e0n b\u1ed9 ng\u00e0nh s\u1ea3n xu\u1ea5t, h\u1ec7 th\u1ed1ng<\/p>","protected":false},"author":1,"featured_media":17446,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[35],"tags":[],"class_list":["post-17445","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc"],"yoast_head":"\n
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