C\u00e1c quy tr\u00ecnh th\u1ee7 c\u00f4ng th\u01b0\u1eddng d\u1eabn \u0111\u1ebfn c\u00e1c ph\u00f2ng ban b\u1ecb c\u00f4 l\u1eadp, v\u00ec c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd s\u1ea3n xu\u1ea5t v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng th\u01b0\u1eddng ki\u1ec3m tra s\u1ea3n ph\u1ea9m v\u00e0 quy tr\u00ecnh th\u1ef1c t\u1ebf v\u00e0 ghi l\u1ea1i c\u00e1c ph\u00e1t hi\u1ec7n c\u1ee7a h\u1ecd b\u1eb1ng b\u00fat v\u00e0 gi\u1ea5y. Th\u00f4ng tin n\u00e0y c\u00f3 th\u1ec3 ho\u1eb7c kh\u00f4ng th\u1ec3 \u0111\u1ebfn \u0111\u01b0\u1ee3c v\u1edbi nh\u1eefng ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh c\u1ee7a t\u1ed5 ch\u1ee9c, d\u1eabn \u0111\u1ebfn c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 t\u00ednh minh b\u1ea1ch.\u00a0<\/p>\n\n\n\n
V\u1edbi vi\u1ec7c s\u1eed d\u1ee5ng Internet v\u1ea1n v\u1eadt c\u00f4ng nghi\u1ec7p (IIoT), c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 t\u1ea1o ra m\u1ed9t s\u00e0n s\u1ea3n xu\u1ea5t k\u1ef9 thu\u1eadt s\u1ed1<\/a> v\u00e0 thi\u1ebft l\u1eadp tr\u00ed th\u00f4ng minh x\u01b0\u1edfng s\u1ea3n xu\u1ea5t ngay t\u1eeb \u0111\u1ea7u. V\u1edbi s\u1ef1 h\u1ed7 tr\u1ee3 ph\u00f9 h\u1ee3p, tr\u00ed th\u00f4ng minh x\u01b0\u1edfng s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 mang l\u1ea1i kho\u1ea3n ti\u1ebft ki\u1ec7m \u0111\u00e1ng k\u1ec3 v\u1edbi c\u00e1c s\u1ea3n ph\u1ea9m ch\u1ea5t l\u01b0\u1ee3ng t\u1ed1t h\u01a1n v\u00ec n\u00f3 l\u00e0m gi\u1ea3m r\u1ee7i ro v\u1ec1 v\u1ea5n \u0111\u1ec1 b\u1ea3o h\u00e0nh, t\u1ea1o ra c\u00e1c quy tr\u00ecnh h\u1ee3p l\u00fd v\u00e0 hi\u1ec7u qu\u1ea3, \u0111\u1ed3ng th\u1eddi gi\u1ea3m thi\u1ec3u l\u00e3ng ph\u00ed.\u00a0<\/p>\n\n\n\n C\u00f3 b\u1ed1n l\u1ee3i \u00edch ch\u00ednh c\u1ee7a tr\u00ed th\u00f4ng minh x\u01b0\u1edfng s\u1ea3n xu\u1ea5t, nh\u01b0ng \u0111\u1ec3 t\u1ed1i \u0111a h\u00f3a nh\u1eefng l\u1ee3i \u00edch n\u00e0y, c\u01a1 s\u1edf c\u1ea7n \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a m\u1ea1nh m\u1ebd. Kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i l\u00e0 r\u1ea5t quan tr\u1ecdng \u2013 t\u1ea5t c\u1ea3 c\u00e1c h\u1ec7 \u0111i\u1ec1u h\u00e0nh v\u00e0 quy tr\u00ecnh ch\u00ednh ph\u1ea3i \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi h\u1ec7 sinh th\u00e1i k\u1ef9 thu\u1eadt s\u1ed1 c\u1ee7a IIoT.\u00a0\u00a0<\/p>\n\n\n\n V\u1edbi tr\u00ed th\u00f4ng minh trong x\u01b0\u1edfng s\u1ea3n xu\u1ea5t, c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 k\u1ebft n\u1ed1i t\u00e0i s\u1ea3n v\u00e0 h\u1ec7 th\u1ed1ng trong th\u1eddi gian th\u1ef1c<\/a>, t\u0103ng c\u01b0\u1eddng gi\u00e1m s\u00e1t hi\u1ec7u su\u1ea5t s\u1ea3n xu\u1ea5t. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c b\u1eb1ng c\u00e1ch trang b\u1ecb th\u00eam c\u1ea3m bi\u1ebfn IoT cho m\u00e1y m\u00f3c c\u0169 \u0111\u1ec3 t\u0103ng lu\u1ed3ng d\u1eef li\u1ec7u, cung c\u1ea5p d\u1ecbch v\u1ee5 b\u1eb1ng IoT ho\u1eb7c \u0111o hi\u1ec7u qu\u1ea3 thi\u1ebft b\u1ecb t\u1ed5ng th\u1ec3 (OEE).\u00a0<\/p>\n\n\n\n C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u0169ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 song sinh k\u1ef9 thu\u1eadt s\u1ed1 \u0111\u1ec3 sao ch\u00e9p m\u00e1y m\u00f3c v\u00e0 m\u00f4 h\u00ecnh h\u00f3a c\u00e1c v\u1ea5n \u0111\u1ec1 ti\u1ec1m \u1ea9n. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 bao g\u1ed3m c\u00e1c m\u00f4 h\u00ecnh th\u00f4ng l\u01b0\u1ee3ng v\u00e0 ph\u00e2n t\u00edch n\u00fat th\u1eaft.\u00a0<\/p>\n\n\n\n Ngo\u00e0i ra, vi\u1ec7c t\u1ed5ng h\u1ee3p v\u00e0 tr\u1ef1c quan h\u00f3a d\u1eef li\u1ec7u m\u00e1y m\u00f3c c\u00f3 th\u1ec3 gi\u00fap hi\u1ec3u r\u00f5 h\u01a1n v\u00e0 chia s\u1ebb d\u1eef li\u1ec7u d\u1ec5 d\u00e0ng h\u01a1n m\u1ed9t c\u00e1ch c\u00f3 h\u1ec7 th\u1ed1ng gi\u1eefa c\u00e1c ph\u00f2ng ban v\u00e0 nh\u00e0 m\u00e1y.\u00a0\u00a0<\/p>\n\n\n\n Ph\u01b0\u01a1ng ph\u00e1p b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n t\u1eadn d\u1ee5ng c\u00f4ng ngh\u1ec7 IIoT ho\u1eb7c \u0111i\u1ec7n to\u00e1n bi\u00ean c\u00f3 th\u1ec3 gi\u00fap gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 tr\u01b0\u1edbc khi ch\u00fang x\u1ea3y ra, gi\u1ea3m chi ph\u00ed h\u00e0ng n\u0103m cho c\u00e1c s\u1ef1 c\u1ed1 m\u00e1y m\u00f3c \u0111\u1ed3ng th\u1eddi c\u1eaft gi\u1ea3m th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng b\u1ea5t ng\u1edd.\u00a0\u00a0<\/p>\n\n\n\n C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t s\u1ebd c\u1ea7n d\u1ef1 b\u00e1o nhu c\u1ea7u s\u1ea3n xu\u1ea5t b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng m\u00e1y h\u1ecdc v\u00e0 n\u00ean ch\u1ee7 \u0111\u1ed9ng t\u00ecm c\u00e1ch ph\u00e1t hi\u1ec7n c\u00e1c \u0111i\u1ec1u ki\u1ec7n b\u1ea5t th\u01b0\u1eddng \u0111\u1ec3 c\u00e1c k\u1ef9 s\u01b0 c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n vi\u1ec7c s\u1eeda ch\u1eefa.\u00a0<\/p>\n\n\n\n Tr\u00ed th\u00f4ng minh c\u1ee7a x\u01b0\u1edfng s\u1ea3n xu\u1ea5t c\u0169ng c\u00f3 th\u1ec3 cho ph\u00e9p s\u1ea3n xu\u1ea5t h\u00e0ng lo\u1ea1t nh\u1ecf<\/a> v\u00e0 thi\u1ebft k\u1ebf, v\u1eadt li\u1ec7u v\u00e0 giao h\u00e0ng t\u00f9y ch\u1ec9nh. \u0110\u1ec3 h\u1ed7 tr\u1ee3 t\u00ednh kh\u1ea3 d\u1ee5ng theo y\u00eau c\u1ea7u, c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng m\u00e1y m\u00f3c th\u00f4ng minh s\u1eed d\u1ee5ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 c\u1ea3m bi\u1ebfn IIoT \u0111\u1ec3 giao ti\u1ebfp v\u1edbi nhau v\u00e0 t\u1ef1 \u0111\u1ed9ng c\u1ea5u h\u00ecnh l\u1ea1i. M\u1ed9t l\u1ee3i \u00edch b\u1ed5 sung l\u00e0 gi\u1ea3m nguy c\u01a1 l\u1ed7i th\u1ee7 c\u00f4ng v\u00e0 r\u00fat ng\u1eafn th\u1eddi gian x\u1eed l\u00fd gi\u1eefa c\u00e1c l\u00f4.\u00a0<\/p>\n\n\n\n V\u1edbi s\u1ed1 h\u00f3a v\u00e0 tr\u00ed th\u00f4ng minh trong x\u01b0\u1edfng, c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 theo d\u00f5i m\u1ecdi b\u1ed9 ph\u1eadn, th\u00e0nh ph\u1ea7n v\u00e0 v\u1eadt li\u1ec7u th\u00f4ng qua c\u00e1c c\u1ea3m bi\u1ebfn t\u1ef1 \u0111\u1ed9ng. \u0110i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn c\u00e1c m\u00f4 h\u00ecnh v\u00e0 h\u1ec7 th\u1ed1ng v\u1eadn h\u00e0nh b\u1ec1n v\u1eefng khuy\u1ebfn kh\u00edch t\u00e1i s\u1eed d\u1ee5ng, s\u1eeda ch\u1eefa v\u00e0 t\u00e1i s\u1eed d\u1ee5ng v\u1eadt li\u1ec7u.\u00a0\u00a0<\/p>\n\n\n\n Kh\u1ea3 n\u0103ng truy xu\u1ea5t ngu\u1ed3n g\u1ed1c \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n v\u00e0 gi\u00e1m s\u00e1t t\u1ed1t h\u01a1n c\u00f3 th\u1ec3 gi\u00fap c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t chuy\u1ec3n \u0111\u1ed5i t\u1eeb s\u1ea3n xu\u1ea5t tuy\u1ebfn t\u00ednh sang n\u1ec1n kinh t\u1ebf tu\u1ea7n ho\u00e0n. V\u1edbi s\u1ef1 nh\u1ea5n m\u1ea1nh hi\u1ec7n t\u1ea1i v\u00e0o s\u1ea3n xu\u1ea5t b\u1ec1n v\u1eefng<\/a> tr\u00ean to\u00e0n c\u1ea7u, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 mang l\u1ea1i cho nh\u00e0 s\u1ea3n xu\u1ea5t l\u1ee3i th\u1ebf c\u1ea1nh tranh.\u00a0\u00a0<\/p>\n\n\n\n H\u1ea7u h\u1ebft s\u1ebd li\u00ean k\u1ebft M\u00e1y \u1ea3nh Nikon<\/a> v\u1edbi m\u00e1y \u1ea3nh, nh\u01b0ng n\u00f3 c\u0169ng \u0111\u00e3 gh\u00e9p n\u1ed1i th\u00e0nh c\u00f4ng Qu\u00e9t X-quang 3D b\u1eb1ng ph\u1ea7n m\u1ec1m h\u00ecnh \u1ea3nh<\/a> \u0111\u01b0a t\u1ef1 \u0111\u1ed9ng h\u00f3a ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng v\u00e0o d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t pin lithium-ion (LiB).\u00a0<\/p>\n\n\n\n K\u1ef9 thu\u1eadt ki\u1ec3m tra ch\u1ee5p X-quang 2D theo truy\u1ec1n th\u1ed1ng \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng trong s\u1ea3n xu\u1ea5t LiB kh\u00f4ng cung c\u1ea5p k\u1ebft qu\u1ea3 ch\u00ednh x\u00e1c v\u00e0 c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng c\u00f3 th\u1ec3 kh\u00f4ng \u0111\u01b0\u1ee3c nh\u1eadn th\u1ea5y ngay l\u1eadp t\u1ee9c. V\u1edbi qu\u00e9t X-quang 3D v\u00e0 ch\u1ee5p c\u1eaft l\u1edbp vi t\u00ednh, c\u0169ng nh\u01b0 ph\u1ea7n m\u1ec1m \u0111\u1eb7c bi\u1ec7t c\u1ee7a Nikon, k\u1ebft qu\u1ea3 ch\u00ednh x\u00e1c h\u01a1n v\u00e0 c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n nhanh h\u01a1n. \u0110i\u1ec1u n\u00e0y d\u1eabn \u0111\u1ebfn n\u0103ng su\u1ea5t s\u1ea3n xu\u1ea5t cao h\u01a1n v\u00e0 \u00edt l\u00e3ng ph\u00ed h\u01a1n, \u0111\u1ed3ng th\u1eddi gi\u1ea3m r\u1ee7i ro v\u1ec1 c\u00e1c y\u00eau c\u1ea7u b\u1ea3o h\u00e0nh t\u1ed1n k\u00e9m.\u00a0<\/p>\n\n\n\n T\u1ea5t c\u1ea3 nh\u1eefng \u0111i\u1ec1u n\u00e0y \u0111\u1ec1u c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n \u0111\u01b0\u1ee3c th\u00f4ng qua tr\u00ed th\u00f4ng minh trong nh\u00e0 m\u00e1y, v\u1edbi kh\u1ea3 n\u0103ng t\u1ef1 \u0111\u1ed9ng h\u00f3a ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i li\u00ean t\u1ee5c c\u1ee7a IIoT.\u00a0<\/p>\n\n\n\n Tr\u00ed th\u00f4ng minh trong x\u01b0\u1edfng s\u1ea3n xu\u1ea5t \u0111\u00f2i h\u1ecfi c\u00e1c nh\u00e0 m\u00e1y v\u00e0 c\u01a1 s\u1edf \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a cao. Tuy nhi\u00ean, qu\u00e1 tr\u00ecnh s\u1ed1 h\u00f3a s\u1ea3n xu\u1ea5t to\u00e0n c\u1ea7u v\u00e0 vi\u1ec7c \u00e1p d\u1ee5ng C\u00f4ng nghi\u1ec7p 4.0 kh\u00e1c nhau gi\u1eefa c\u00e1c khu v\u1ef1c \u0111\u1ecba l\u00fd v\u00e0 th\u1ecb tr\u01b0\u1eddng; m\u1ed9t cu\u1ed9c th\u0103m d\u00f2 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n g\u1ea7n \u0111\u00e2y v\u00e0o n\u0103m 2022 cho th\u1ea5y ch\u1ec9 c\u00f3 24% c\u1ee7a nh\u00e0 s\u1ea3n xu\u1ea5t<\/a> c\u00f3 chi\u1ebfn l\u01b0\u1ee3c chuy\u1ec3n \u0111\u1ed5i s\u1ed1.\u00a0\u00a0<\/p>\n\n\n\n Hi\u1ec7n nay, ba th\u00e1ch th\u1ee9c ch\u00ednh<\/a> c\u1ea3n tr\u1edf vi\u1ec7c tri\u1ec3n khai r\u1ed9ng r\u00e3i th\u00f4ng tin t\u00ecnh b\u00e1o trong nh\u00e0 m\u00e1y.\u00a0<\/p>\n\n\n\n \u0110\u1ea7u ti\u00ean, c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 coi s\u1ed1 h\u00f3a l\u00e0 t\u1ed1n k\u00e9m v\u00e0 c\u00f3 th\u1ec3 cho r\u1eb1ng vi\u1ec7c tri\u1ec3n khai c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 c\u00f4ng ngh\u1ec7 s\u1ed1 s\u1ebd g\u00e2y ra th\u1eddi gian ng\u1eebng s\u1ea3n xu\u1ea5t \u0111\u00e1ng k\u1ec3. M\u1eb7c d\u00f9 \u0111\u00fang l\u00e0 s\u1ed1 h\u00f3a c\u00f3 th\u1ec3 g\u00e2y ra chi ph\u00ed v\u00e0 c\u00f3 th\u1ec3 l\u00e0m gi\u00e1n \u0111o\u1ea1n ho\u1ea1t \u0111\u1ed9ng th\u01b0\u1eddng xuy\u00ean \u1edf m\u1ed9t m\u1ee9c \u0111\u1ed9 n\u00e0o \u0111\u00f3, nh\u01b0ng qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n li\u1ec1n m\u1ea1ch nh\u1ea5t c\u00f3 th\u1ec3 th\u00f4ng qua qu\u1ea3n l\u00fd thay \u0111\u1ed5i<\/a>Ngo\u00e0i ra, c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t ph\u1ea3i hi\u1ec3u r\u1eb1ng kho\u1ea3n \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u c\u00f3 v\u1ebb \u0111\u00e1ng s\u1ee3, nh\u01b0ng chi ph\u00ed n\u1ebfu kh\u00f4ng \u00e1p d\u1ee5ng s\u1ebd s\u1edbm t\u0103ng l\u00ean.\u00a0<\/p>\n\n\n\n Th\u1ee9 hai, c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 xem tr\u00ed th\u00f4ng minh x\u01b0\u1edfng s\u1ea3n xu\u1ea5t nh\u01b0 m\u1ed9t t\u1eadp h\u1ee3p con c\u1ee7a qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng. Ph\u1ea7n sau th\u01b0\u1eddng \u0111\u01b0\u1ee3c coi l\u00e0 trung t\u00e2m chi ph\u00ed h\u01a1n l\u00e0 trung t\u00e2m l\u1ee3i nhu\u1eadn, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn c\u00e1c r\u00e0o c\u1ea3n v\u1ec1 ng\u00e2n s\u00e1ch. C\u1ea7n c\u00f3 s\u1ef1 thay \u0111\u1ed5i m\u00f4 h\u00ecnh \u0111\u1ec3 ch\u1ec9 ra c\u00e1ch tr\u00ed th\u00f4ng minh x\u01b0\u1edfng s\u1ea3n xu\u1ea5t gi\u00fap \u00edch cho l\u1ee3i nhu\u1eadn v\u00e0 ROI d\u1ef1 ki\u1ebfn.\u00a0\u00a0<\/p>\n\n\n\n Th\u1ee9 ba, s\u1ef1 ph\u1ea3n kh\u00e1ng v\u1edbi thay \u0111\u1ed5i c\u0169ng c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t tr\u1edf ng\u1ea1i \u0111\u1ed1i v\u1edbi tr\u00ed th\u00f4ng minh c\u1ee7a x\u01b0\u1edfng s\u1ea3n xu\u1ea5t. V\u00ed d\u1ee5, c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o v\u00e0 nh\u00e2n vi\u00ean c\u00f3 th\u1ec3 kh\u00f4ng mu\u1ed1n n\u00e2ng cao ho\u1eb7c \u0111\u00e0o t\u1ea1o l\u1ea1i k\u1ef9 n\u0103ng, ho\u1eb7c c\u00f3 th\u1ec3 tin r\u1eb1ng c\u00e1c h\u1ec7 th\u1ed1ng v\u00e0 quy tr\u00ecnh hi\u1ec7n t\u1ea1i l\u00e0 \u0111\u1ee7. C\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t ph\u1ea3i \u0111\u1ea3m b\u1ea3o s\u1ef1 th\u1ed1ng nh\u1ea5t c\u1ee7a ban l\u00e3nh \u0111\u1ea1o c\u1ea5p cao \u0111\u1ec3 thi\u1ebft l\u1eadp giai \u0111i\u1ec7u cho ph\u1ea7n c\u00f2n l\u1ea1i c\u1ee7a t\u1ed5 ch\u1ee9c.\u00a0\u00a0<\/p>\n\n\n\n Shopfloor intelligence c\u00f3 vai tr\u00f2 r\u1ea5t l\u1edbn trong s\u1ea3n xu\u1ea5t, cho ph\u00e9p qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng t\u1ed1t h\u01a1n v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh \u0111\u1ec3 mang l\u1ea1i k\u1ebft qu\u1ea3 kinh doanh t\u1ed1t h\u01a1n v\u00e0 m\u1edf kh\u00f3a t\u0103ng tr\u01b0\u1edfng. Trong khi shopfloor intelligence d\u1ef1a tr\u00ean chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1, th\u01b0\u1eddng \u0111i k\u00e8m v\u1edbi chi ph\u00ed tr\u1ea3 tr\u01b0\u1edbc, chi ph\u00ed ti\u1ec1m \u1ea9n khi b\u1ecf qua shopfloor intelligence c\u00f3 th\u1ec3 c\u00f2n t\u1ec7 h\u01a1n \u0111\u1ed1i v\u1edbi doanh nghi\u1ec7p.\u00a0<\/p>\n\n\n\n Trung t\u00e2m Chuy\u1ec3n \u0111\u1ed5i C\u00f4ng nghi\u1ec7p Qu\u1ed1c t\u1ebf (INCIT) h\u1ed7 tr\u1ee3 chuy\u1ec3n \u0111\u1ed5i s\u1ea3n xu\u1ea5t v\u00e0 c\u00f3 c\u1ea3 c\u00f4ng c\u1ee5 l\u1eabn ph\u1ea1m vi ti\u1ebfp c\u1eadn \u0111\u1ec3 gi\u00fap c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 v\u00e0 \u0111\u01b0a tr\u00ed tu\u1ec7 s\u1ea3n xu\u1ea5t v\u00e0o c\u01a1 s\u1edf c\u1ee7a h\u1ecd.\u00a0<\/p>\n\n\n\n \u0110\u1ec3 t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 c\u00e1ch b\u1ea1n c\u00f3 th\u1ec3 \u0111\u1ecbnh v\u1ecb doanh nghi\u1ec7p c\u1ee7a m\u00ecnh \u0111\u1ec3 th\u00e0nh c\u00f4ng trong b\u1ed1i c\u1ea3nh kinh doanh \u0111ang ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng n\u00e0y, li\u00ean h\u1ec7 v\u1edbi ch\u00fang t\u00f4i<\/a>.<\/p>","protected":false},"excerpt":{"rendered":" Manual processes often result in siloed departments, as manufacturing and quality managers are often physically checking products and processes and recording their findings with pen and paper. This information may or may not reach the organisation\u2019s decision-makers, leading to transparency issues.\u00a0 With the use of Industrial Internet of Things (IIoT), manufacturers can create a digital […]<\/p>\n","protected":false},"author":3,"featured_media":8009,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[17],"tags":[22,59,27],"class_list":["post-8008","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-thought-leadership","tag-digital-transformation","tag-internet-of-things-iiot","tag-mainspotlight"],"acf":{"topic":"digitalisation"},"_links":{"self":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/8008","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=8008"}],"version-history":[{"count":0,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/posts\/8008\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/media\/8009"}],"wp:attachment":[{"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/media?parent=8008"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/categories?post=8008"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/incit.org\/vi\/wp-json\/wp\/v2\/tags?post=8008"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}4 l\u1ee3i \u00edch c\u1ee7a tr\u00ed th\u00f4ng minh trong x\u01b0\u1edfng s\u1ea3n xu\u1ea5t \u2013 v\u00e0 c\u00e1ch t\u00edch h\u1ee3p ch\u00fang v\u00e0o c\u01a1 s\u1edf c\u1ee7a b\u1ea1n\u00a0<\/h2>\n\n\n\n
Th\u00f4ng tin chi ti\u1ebft t\u1ed1t h\u01a1n v\u00e0 d\u1eef li\u1ec7u c\u00f3 th\u1ec3 h\u00e0nh \u0111\u1ed9ng<\/h3>\n\n\n\n
Ch\u1ea5t l\u01b0\u1ee3ng \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n<\/h3>\n\n\n\n
C\u00f3 s\u1eb5n theo y\u00eau c\u1ea7u<\/h3>\n\n\n\n
Kh\u1ea3 n\u0103ng truy xu\u1ea5t ngu\u1ed3n g\u1ed1c ho\u00e0n ch\u1ec9nh<\/h3>\n\n\n\n
Nghi\u00ean c\u1ee9u t\u00ecnh hu\u1ed1ng: Tr\u00ed th\u00f4ng minh trong x\u01b0\u1edfng s\u1ea3n xu\u1ea5t gi\u00fap ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng trong s\u1ea3n xu\u1ea5t pin nh\u01b0 th\u1ebf n\u00e0o\u00a0<\/h2>\n\n\n\n
Nh\u01b0ng tr\u00ed th\u00f4ng minh trong x\u01b0\u1edfng kh\u00f4ng ph\u1ea3i l\u00e0 ti\u00eau chu\u1ea9n trong c\u00e1c nh\u00e0 m\u00e1y s\u1ea3n xu\u1ea5t<\/h2>\n\n\n\n
N\u00e2ng cao ho\u1ea1t \u0111\u1ed9ng c\u1ee7a b\u1ea1n v\u1edbi tr\u00ed th\u00f4ng minh trong x\u01b0\u1edfng s\u1ea3n xu\u1ea5t\u00a0\u00a0<\/h2>\n\n\n\n