{"id":5737,"date":"2024-03-06T08:58:09","date_gmt":"2024-03-06T01:58:09","guid":{"rendered":"http:\/\/mese.vn\/?p=5737"},"modified":"2024-03-06T08:59:38","modified_gmt":"2024-03-06T01:59:38","slug":"ung-dung-camera-ai-robot-agv-giam-sat-tu-dong-hoa-so-hoa-trong-nha-may-dien-tram-bien-ap","status":"publish","type":"post","link":"https:\/\/tofu.isoinaction.com\/mesevn\/vi\/ung-dung-camera-ai-robot-agv-giam-sat-tu-dong-hoa-so-hoa-trong-nha-may-dien-tram-bien-ap.html","title":{"rendered":"\u1ee8ng d\u1ee5ng camera AI, robot, AGV gi\u00e1m s\u00e1t t\u1ef1 \u0111\u1ed9ng h\u00f3a, s\u1ed1 h\u00f3a trong nh\u00e0 m\u00e1y \u0111i\u1ec7n, tr\u1ea1m bi\u1ebfn \u00e1p"},"content":{"rendered":"

1. Xu h\u01b0\u1edbng<\/strong><\/p>\n

Hi\u1ec7n nay, cu\u1ed9c c\u00e1c m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 \u0111\u00e3 c\u00f3 nhi\u1ec1u b\u01b0\u1edbc ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd trong h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd, gi\u00e1m s\u00e1t, \u0111i\u1ec1u khi\u1ec3n v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a, s\u1ed1 h\u00f3a trong nh\u00e0 m\u00e1y \u0111i\u1ec7n, tr\u1ea1m bi\u1ebfn \u00e1p.<\/p>\n

Trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, T\u1eadp \u0111o\u00e0n \u0110i\u1ec7n l\u1ef1c Vi\u1ec7t Nam (EVN) \u0111\u00e3 quan t\u00e2m r\u1ea5t nhi\u1ec1u \u0111\u1ebfn vi\u1ec7c \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7, t\u0103ng c\u01b0\u1eddng t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0o v\u1eadn h\u00e0nh c\u00e1c h\u1ec7 th\u1ed1ng truy\u1ec1n t\u1ea3i \u0111i\u1ec7n \u0111\u1ec3 n\u00e2ng cao n\u0103ng su\u1ea5t lao \u0111\u1ed9ng. \u0110\u1ed3ng th\u1eddi, t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c nh\u00e0 m\u00e1y \u0111i\u1ec7n, tr\u1ea1m bi\u1ebfn \u00e1p \u0111\u00e3 \u0111\u00e1p \u1ee9ng c\u01a1 b\u1ea3n \u0111\u1ed9 tin c\u1eady, an to\u00e0n trong vi\u1ec7c v\u1eadn h\u00e0nh cung c\u1ea5p \u0111i\u1ec7n, ph\u1ee5c v\u1ee5 t\u1ed1t m\u1ee5c ti\u00eau \u0111\u1ea3m b\u1ea3o an ninh n\u0103ng l\u01b0\u1ee3ng v\u00e0 c\u00e1c y\u1ebfu t\u1ed1 c\u01a1 b\u1ea3n c\u1ee7a th\u1ecb tr\u01b0\u1eddng \u0111i\u1ec7n. H\u01b0\u1edbng \u0111\u1ebfn c\u00e1c tr\u1ea1m bi\u1ebfn \u00e1p kh\u00f4ng ng\u01b0\u1eddi tr\u1ef1c, vi\u1ec7c v\u1eadn h\u00e0nh thao t\u00e1c v\u00e0 gi\u00e1m s\u00e1t \u0111\u1ec1u \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n t\u1eeb xa.<\/p>\n

\"\"<\/p>\n

H\u00ecnh 1: T\u1ef1 \u0111\u1ed9ng h\u00f3a, s\u1ed1 h\u00f3a tr\u1ea1m bi\u1ebfn \u00e1p<\/em><\/p>\n

Xu h\u01b0\u1edbng t\u1ef1 \u0111\u1ed9ng h\u00f3a, s\u1ed1 h\u00f3a trong ng\u00e0nh \u0111i\u1ec7n l\u1ef1c \u0111ang ph\u00e1t tri\u1ec3n v\u00e0 m\u1edf r\u1ed9ng ng\u00e0y nay, \u0111\u1eb7c bi\u1ec7t l\u00e0 do s\u1ef1 k\u1ebft h\u1ee3p c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 m\u1edbi v\u00e0 c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0 s\u1ef1 t\u0103ng c\u01b0\u1eddng v\u1ec1 hi\u1ec7u su\u1ea5t ch\u1ea5t l\u01b0\u1ee3ng, y\u00eau c\u1ea7u v\u1ec1 b\u1ea3o v\u1ec7 m\u00f4i tr\u01b0\u1eddng:<\/p>\n

– C\u00e1c nh\u00e0 m\u00e1y \u0111i\u1ec7n s\u1eed d\u1ee5ng h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a s\u1ea3n xu\u1ea5t v\u00e0 v\u1eadn h\u00e0nh. C\u00e1c c\u00f4ng ngh\u1ec7 nh\u01b0 h\u1ec7 th\u1ed1ng SCADA, DCS (Distributed Control System) v\u00e0 PLC (Programmable Logic Controller) \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i \u0111\u1ec3 ki\u1ec3m so\u00e1t v\u00e0 gi\u00e1m s\u00e1t c\u00e1c quy tr\u00ecnh s\u1ea3n xu\u1ea5t. AI <\/strong>v\u00e0\u00a0Machine learning<\/strong> c\u0169ng \u0111ang \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p \u0111\u1ec3 c\u1ea3i thi\u1ec7n vi\u1ec7c d\u1ef1 \u0111o\u00e1n v\u00e0 qu\u1ea3n l\u00fd s\u1ea3n xu\u1ea5t;<\/p>\n

– C\u00e1c c\u1ea3m bi\u1ebfn th\u00f4ng minh v\u00e0 c\u00e1c thi\u1ebft b\u1ecb k\u1ebft n\u1ed1i IoT \u0111\u01b0\u1ee3c tri\u1ec3n khai trong c\u00e1c nh\u00e0 m\u00e1y \u0111i\u1ec7n \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u li\u00ean t\u1ee5c v\u1ec1 hi\u1ec7u su\u1ea5t, nhi\u1ec7t \u0111\u1ed9, \u00e1p su\u1ea5t v\u00e0 tr\u1ea1ng th\u00e1i thi\u1ebft b\u1ecb. D\u1eef li\u1ec7u n\u00e0y \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a v\u1eadn h\u00e0nh, d\u1ef1 \u0111o\u00e1n s\u1ef1 c\u1ed1 v\u00e0 b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n;<\/p>\n

– C\u00e1c h\u1ec7 th\u1ed1ng l\u01b0\u1edbi \u0111i\u1ec7n th\u00f4ng minh (Smart grids) \u0111ang ph\u00e1t tri\u1ec3n \u0111\u1ec3 qu\u1ea3n l\u00fd v\u00e0 ph\u00e2n ph\u1ed1i n\u0103ng l\u01b0\u1ee3ng hi\u1ec7u qu\u1ea3 h\u01a1n. C\u00e1c c\u00f4ng ngh\u1ec7 s\u1ed1 h\u00f3a cho ph\u00e9p t\u1ea1o ra m\u1ed9t m\u1ea1ng l\u01b0\u1edbi linh ho\u1ea1t h\u01a1n, kh\u1ea3 n\u0103ng t\u00edch h\u1ee3p c\u00e1c ngu\u1ed3n n\u0103ng l\u01b0\u1ee3ng t\u00e1i t\u1ea1o v\u00e0 qu\u1ea3n l\u00fd ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng t\u1ed1t h\u01a1n.<\/p>\n

2. Nhu c\u1ea7u v\u00e0 \u1ee9ng d\u1ee5ng Camera AI, Robot gi\u00e1m s\u00e1t<\/strong><\/p>\n

Nhu c\u1ea7u \u0111i\u1ec7n ng\u00e0y c\u00e0ng t\u0103ng c\u00f9ng v\u1edbi t\u1ef7 l\u1ec7 \u0111\u1ea7u v\u00e0o l\u01b0\u1edbi \u0111i\u1ec7n th\u00f4ng qua c\u00e1c ngu\u1ed3n t\u00e1i t\u1ea1o ng\u00e0y c\u00e0ng t\u0103ng, \u0111\u1ed3ng ngh\u0129a v\u1edbi vi\u1ec7c s\u1ed1 l\u01b0\u1ee3ng c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111i\u1ec7n, bao g\u1ed3m c\u1ea3 c\u00e1c tr\u1ea1m bi\u1ebfn \u00e1p, nh\u00e0 m\u00e1y \u0111i\u1ec7n c\u0169ng t\u0103ng l\u00ean. Tr\u00ean th\u1ef1c t\u1ebf, c\u00e1c nh\u00e0 m\u00e1y \u0111i\u1ec7n hay tr\u1ea1m bi\u1ebfn \u00e1p \u0111ang \u0111\u01b0\u1ee3c v\u1eadn h\u00e0nh theo ca, m\u1ecdi d\u1eef li\u1ec7u \u0111\u1ec1u \u0111\u01b0\u1ee3c gi\u00e1m s\u00e1t b\u1edfi con ng\u01b0\u1eddi v\u00e0 \u0111\u01b0\u1ee3c ghi ch\u00e9p l\u1ea1i m\u1ed9t c\u00e1ch th\u1ee7 c\u00f4ng, \u0111i\u1ec1u n\u00e0y \u0111\u1ec3 l\u1ea1i m\u1ed9t s\u1ed1 nh\u01b0\u1ee3c \u0111i\u1ec3m sau:<\/p>\n

– V\u1eadn h\u00e0nh th\u1ee7 c\u00f4ng d\u1ef1a v\u00e0o quy\u1ebft \u0111\u1ecbnh v\u00e0 thao t\u00e1c c\u1ee7a con ng\u01b0\u1eddi, \u0111i\u1ec1u n\u00e0y c\u00f3 th\u1ec3 t\u1ea1o ra nguy c\u01a1 sai s\u00f3t. Nh\u1eefng sai s\u00f3t n\u00e0y c\u00f3 th\u1ec3 g\u00e2y ra s\u1ef1 c\u1ed1, \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn an to\u00e0n v\u00e0 hi\u1ec7u su\u1ea5t c\u1ee7a tr\u1ea1m bi\u1ebfn \u00e1p;<\/p>\n

– B\u1ecb \u1ea3nh h\u01b0\u1edfng b\u1edfi c\u00e1c y\u1ebfu t\u1ed1 nh\u01b0: \u0111i\u1ec1u ki\u1ec7n m\u00f4i tr\u01b0\u1eddng, s\u1ee9c kh\u1ecfe ng\u01b0\u1eddi v\u1eadn h\u00e0nh;<\/p>\n

– Kh\u1ea3 n\u0103ng ki\u1ec3m so\u00e1t h\u1ea1n ch\u1ebf: Kh\u00f3 c\u00f3 th\u1ec3 ki\u1ec3m so\u00e1t nhi\u1ec1u th\u00f4ng s\u1ed1 v\u00e0 thi\u1ebft b\u1ecb trong m\u1ed9t h\u1ec7 th\u1ed1ng l\u1edbn;<\/p>\n

– \u0110\u1ed9 tr\u1ec5 trong ph\u1ea3n \u1ee9ng: D\u1eabn \u0111\u1ebfn kh\u00f4ng x\u1eed l\u00fd k\u1ecbp th\u1eddi s\u1ef1 c\u1ed1;<\/p>\n

– Y\u00eau c\u1ea7u ngu\u1ed3n nh\u00e2n l\u1ef1c l\u1edbn;<\/p>\n

– Kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t h\u1ea1n ch\u1ebf;<\/p>\n

– R\u1ee7i ro v\u1ec1 an to\u00e0n: Trong tr\u01b0\u1eddng h\u1ee3p c\u1ea7n ph\u1ea3i th\u1ef1c hi\u1ec7n c\u00e1c t\u00e1c v\u1ee5 nh\u01b0 c\u1eaft m\u1ea1ch ho\u1eb7c \u0111\u00f3ng m\u1ea1ch, v\u1eadn h\u00e0nh th\u1ee7 c\u00f4ng c\u00f3 th\u1ec3 t\u1ea1o ra r\u1ee7i ro cho ng\u01b0\u1eddi th\u1ef1c hi\u1ec7n.<\/p>\n

V\u00ec v\u1eady, \u0111\u00f3 l\u00e0 l\u00fd do t\u1ea1i sao vi\u1ec7c ki\u1ec3m tra b\u1eb1ng robot di \u0111\u1ed9ng \u0111\u1ed1i v\u1edbi m\u1ed9t s\u1ed1 th\u00f4ng s\u1ed1 ch\u00ednh trong tr\u1ea1m bi\u1ebfn \u00e1p l\u00e0 m\u1ed9t gi\u1ea3i ph\u00e1p thay th\u1ebf r\u1ea5t c\u00f3 l\u1ee3i cho vi\u1ec7c ki\u1ec3m tra th\u1ef1c t\u1ebf do con ng\u01b0\u1eddi th\u1ef1c hi\u1ec7n.<\/p>\n

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H\u00ecnh 2: Robot gi\u00e1m s\u00e1t tr\u1ea1m bi\u1ebfn \u00e1p<\/em><\/p>\n

M\u1ed9t c\u00f4ng vi\u1ec7c ki\u1ec3m tra quan tr\u1ecdng m\u00e0 robot di \u0111\u1ed9ng c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n t\u1ea1i tr\u1ea1m bi\u1ebfn \u00e1p l\u00e0 ki\u1ec3m tra c\u00e1c \u0111i\u1ec3m n\u1ed1i c\u00e1c thanh busbar. Vi\u1ec7c ki\u1ec3m tra n\u00e0y r\u1ea5t quan tr\u1ecdng v\u00ec nguy\u00ean nh\u00e2n h\u00e0ng \u0111\u1ea7u g\u00e2y ch\u00e1y n\u1ed5 \u0111i\u1ec7n \u1edf tr\u1ea1m bi\u1ebfn \u00e1p l\u00e0 do \u0111i\u1ec7n h\u1ed3 quang. M\u1ed9t nghi\u00ean c\u1ee9u c\u1ee7a ABB v\u1ec1 hi\u1ec7n t\u01b0\u1ee3ng h\u1ed3 quang cho th\u1ea5y h\u1ea7u h\u1ebft c\u00e1c tai n\u1ea1n h\u1ed3 quang thi\u1ebft b\u1ecb \u0111\u00f3ng c\u1eaft t\u1ea1i tr\u1ea1m bi\u1ebfn \u00e1p \u0111\u1ec1u x\u1ea3y ra do y\u1ebfu t\u1ed1 con ng\u01b0\u1eddi trong qu\u00e1 tr\u00ecnh l\u1eafp \u0111\u1eb7t, b\u1ea3o tr\u00ec ho\u1eb7c ki\u1ec3m tra. V\u00ec v\u1eady, \u0111\u1ed1i v\u1edbi r\u1ea5t nhi\u1ec1u c\u00f4ng vi\u1ec7c nguy hi\u1ec3m, vi\u1ec7c \u00e1p d\u1ee5ng robot s\u1ebd gi\u00fap lo\u1ea1i b\u1ecf \u0111\u01b0\u1ee3c y\u1ebfu t\u1ed1 con ng\u01b0\u1eddi.<\/p>\n

Robot c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c trang b\u1ecb c\u00e1c c\u1ea3m bi\u1ebfn v\u00e0 thi\u1ebft b\u1ecb qu\u00e9t \u0111\u1ec3 ki\u1ec3m tra tr\u1ea1ng th\u00e1i c\u1ee7a m\u00e1y bi\u1ebfn \u00e1p nh\u01b0 nhi\u1ec7t \u0111\u1ed9, d\u1ea7u c\u00e1ch \u0111i\u1ec7n v\u00e0 c\u00e1c v\u1ebft n\u1ee9t ho\u1eb7c h\u1ecfng h\u00f3c tr\u00ean b\u1ec1 m\u1eb7t, vi\u1ec7c n\u00e0y gi\u00fap ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c v\u1ea5n \u0111\u1ec1 v\u1ec1 s\u1ef1 c\u1ed1 ti\u1ec1m \u1ea9n.<\/p>\n

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H\u00ecnh 3: Gi\u00e1m s\u00e1t m\u00e1y bi\u1ebfn \u00e1p<\/em><\/p>\n

Robot c\u0169ng c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 ki\u1ec3m tra r\u00f2 r\u1ec9 d\u1ea7u \u1edf m\u00e1y bi\u1ebfn \u00e1p. \u0110i\u1ec1u n\u00e0y r\u1ea5t quan tr\u1ecdng v\u00ec ch\u00e1y m\u00e1y bi\u1ebfn \u00e1p c\u00f3 th\u1ec3 \u1edf d\u1ea1ng ch\u00e1y b\u1ec3, x\u1ea3y ra khi d\u1ea7u m\u00e1y bi\u1ebfn \u00e1p r\u00f2 r\u1ec9 t\u1eeb c\u00e1c mi\u1ebfng \u0111\u1ec7m, v\u1ebft th\u1ee7ng trong th\u00f9ng th\u00e9p ho\u1eb7c c\u00e1c khuy\u1ebft t\u1eadt kh\u00e1c.<\/p>\n

Robot c\u00f3 kh\u1ea3 n\u0103ng v\u1eadn h\u00e0nh t\u1eeb xa v\u00e0 truy\u1ec1n t\u1ea3i h\u00ecnh \u1ea3nh, d\u1eef li\u1ec7u v\u1ec1 trung t\u00e2m \u0111i\u1ec1u khi\u1ec3n. \u0110i\u1ec1u n\u00e0y gi\u00fap qu\u1ea3n l\u00fd t\u1eeb xa v\u00e0 theo d\u00f5i m\u00e1y bi\u1ebfn \u00e1p m\u1ed9t c\u00e1ch hi\u1ec7u qu\u1ea3.<\/p>\n

Trong tr\u01b0\u1eddng h\u1ee3p s\u1ef1 c\u1ed1 nguy hi\u1ec3m, robot c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c tri\u1ec3n khai \u0111\u1ec3 ti\u1ebfn h\u00e0nh c\u00e1c t\u00e1c v\u1ee5 c\u1ee9u h\u1ed9 ho\u1eb7c kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1 m\u00e0 con ng\u01b0\u1eddi l\u00e0m vi\u1ec7c th\u1ec3 ti\u1ebfp c\u1eadn m\u1ed9t c\u00e1ch an to\u00e0n<\/p>\n

Robot di \u0111\u1ed9ng \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p camera AI c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n gi\u00e1m s\u00e1t chu vi tr\u1ea1m bi\u1ebfn \u00e1p v\u00e0 \u0111\u01b0a ra c\u1ea3nh b\u00e1o nhanh h\u01a1n t\u1ea1i c\u00e1c trung t\u00e2m \u0111i\u1ec1u khi\u1ec3n b\u00ean ngo\u00e0i c\u01a1 s\u1edf v\u1ec1 nh\u1eefng h\u00e0nh vi vi ph\u1ea1m c\u1ee7a nh\u1eefng ng\u01b0\u1eddi kh\u00f4ng ph\u1eadn s\u1ef1 c\u0169ng nh\u01b0 ‘kh\u00e1ch’ kh\u00f4ng mong mu\u1ed1n kh\u00e1c nh\u01b0 tr\u1ebb em ho\u1eb7c \u0111\u1ed9ng v\u1eadt.<\/p>\n

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H\u00ecnh 4: Robot t\u00edch h\u1ee3p Camera AI<\/em><\/p>\n

Camera AI \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p v\u1edbi Robot di \u0111\u1ed9ng ho\u1eb7c \u0111\u01b0\u1ee3c l\u1eafp c\u1ed1 \u0111\u1ecbnh c\u00f3 nhi\u1ec1u \u1ee9ng d\u1ee5ng trong l\u0129nh v\u1ef1c t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 s\u1ed1 h\u00f3a tr\u1ea1m bi\u1ebfn \u00e1p, nh\u00e0 m\u00e1y \u0111i\u1ec7n. C\u1ee5 th\u1ec3:<\/p>\n

– C\u00f4ng ngh\u1ec7 th\u1ecb gi\u00e1c AI \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 nh\u1eadn bi\u1ebft v\u00e0 gi\u00e1m s\u00e1t tr\u1ea1ng th\u00e1i c\u00e1c thi\u1ebft b\u1ecb trong tr\u1ea1m bi\u1ebfn \u00e1p: m\u00e1y bi\u1ebfn \u00e1p, c\u1ea7u dao, t\u1ee5 \u0111i\u1ec7n, ch\u1ed1ng s\u00e9t, thi\u1ebft b\u1ecb \u0111i\u1ec1u khi\u1ec3n, …Vi\u1ec7c t\u1ef1 \u0111\u1ed9ng ph\u00e1t hi\u1ec7n s\u1edbm c\u00e1c l\u1ed7i thi\u1ebft b\u1ecb, c\u00e1c m\u1ed1i nguy hi\u1ec3m ti\u1ec1m \u1ea9n, c\u00e1c b\u1ea5t th\u01b0\u1eddng gi\u00fap gi\u1ea3m thi\u1ec3u th\u1eddi gian v\u1eadn h\u00e0nh v\u00e0 chi ph\u00ed b\u1ea3o tr\u00ec. N\u00f3 c\u00f2n gi\u00fap h\u1ed7 tr\u1ee3 c\u00f4ng vi\u1ec7c b\u1ea3o tr\u00ec v\u00e0 n\u00e2ng cao ch\u1ea5t l\u01b0\u1ee3ng d\u1ecbch v\u1ee5 cung c\u1ea5p \u0111i\u1ec7n. So v\u1edbi s\u1ef1 ki\u1ec3m tra c\u1ee7a con ng\u01b0\u1eddi, th\u1ecb gi\u00e1c m\u00e1y t\u00ednh c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao, nh\u1ea5t qu\u00e1n, kh\u00e1ch quan v\u00e0 ho\u00e0n to\u00e0n t\u1ef1 \u0111\u1ed9ng;<\/p>\n

– Camera AI \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 nh\u1eadn d\u1ea1ng v\u00e0 s\u1ed1 h\u00f3a c\u00e1c b\u1ed9 \u0111\u1ed3ng h\u1ed3 c\u01a1, \u0111\u00e8n t\u00edn hi\u1ec7u, ph\u00e1t hi\u1ec7n v\u1ecb tr\u00ed b\u1ec1 m\u1eb7t ch\u1ea5t l\u1ecfng c\u1ee7a d\u1ea7u m\u00e1y bi\u1ebfn \u00e1p. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p \u0111\u1ecdc \u0111\u1ed3ng h\u1ed3 tr\u1ea1m bi\u1ebfn \u00e1p t\u1ef1 \u0111\u1ed9ng m\u00e0 kh\u00f4ng c\u1ea7n con ng\u01b0\u1eddi v\u1eadn h\u00e0nh v\u00e0 c\u1ea7n thi\u1ebft cho vi\u1ec7c gi\u00e1m s\u00e1t d\u1ef1 \u0111o\u00e1n nh\u1eb1m ph\u00e1t hi\u1ec7n s\u1ef1 b\u1ea5t th\u01b0\u1eddng nh\u1eb1m c\u1ea3nh b\u1ea3o tr\u01b0\u1edbc l\u1ed7i thi\u1ebft b\u1ecb;<\/p>\n

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H\u00ecnh 5: Camera AI nh\u1eadn di\u1ec7n m\u00e0u s\u1eafc v\u00e0 gi\u00e1 tr\u1ecb tr\u00ean t\u1ee7 \u0111i\u1ec7n<\/em><\/p>\n

– Gi\u00e1m s\u00e1t v\u00e0 b\u1ea3o tr\u00ec thi\u1ebft b\u1ecb: Camera AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 gi\u00e1m s\u00e1t tr\u1ea1ng th\u00e1i c\u1ee7a c\u00e1c thi\u1ebft b\u1ecb v\u00e0 m\u00e1y m\u00f3c trong nh\u00e0 m\u00e1y \u0111i\u1ec7n hay gi\u00e1m s\u00e1t tr\u1ea1m bi\u1ebfn \u00e1p v\u00e0 kh\u00f4ng c\u1ea7n can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi. H\u1ec7 th\u1ed1ng AI c\u00f3 th\u1ec3 theo d\u00f5i c\u00e1c tr\u1ea1ng th\u00e1i c\u1ee7a thi\u1ebft b\u1ecb, \u0111o nhi\u1ec7t \u0111\u1ed9, \u00e1p su\u1ea5t v\u00e0 ph\u00e1t hi\u1ec7n c\u00e1c d\u1ea5u hi\u1ec7u s\u1ef1 c\u1ed1 ho\u1eb7c h\u1ecfng h\u00f3c v\u00e0 th\u00f4ng b\u00e1o cho nh\u00e2n vi\u00ean k\u1ef9 thu\u1eadt \u0111\u1ec3 th\u1ef1c hi\u1ec7n b\u1ea3o tr\u00ec;<\/p>\n

– Ph\u00e1t hi\u1ec7n v\u1eadt th\u1ec3 l\u1ea1: \u1ee8ng d\u1ee5ng th\u1ecb gi\u00e1c m\u00e1y t\u00ednh c\u00f3 th\u1ec3 ti\u1ebfn h\u00e0nh ph\u00e1t hi\u1ec7n t\u1ef1 \u0111\u1ed9ng c\u00e1c v\u1eadt th\u1ec3 l\u1ea1 c\u00f3 th\u1ec3 g\u00e2y ra l\u1ed7i ngu\u1ed3n \u0111i\u1ec7n. Vi\u1ec7c ki\u1ec3m tra t\u1ed5ng th\u1ec3 tr\u1ea1m bi\u1ebfn \u00e1p b\u1eb1ng Camera AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n \u0111\u1ec3 li\u00ean t\u1ee5c ph\u00e1t hi\u1ec7n v\u00e0 ki\u1ec3m tra \u0111\u1ed9 s\u1ea1ch s\u1ebd c\u0169ng nh\u01b0 ch\u1ea5t l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ee7a c\u00f4ng vi\u1ec7c b\u1ea3o tr\u00ec;<\/p>\n

– Ki\u1ec3m tra b\u1ea3o h\u1ed9 lao \u0111\u1ed9ng: Trong m\u00f4i tr\u01b0\u1eddng l\u00e0m vi\u1ec7c nguy hi\u1ec3m, vi\u1ec7c t\u0103ng c\u01b0\u1eddng qu\u1ea3n l\u00fd an to\u00e0n t\u1ea1i n\u01a1i l\u00e0m vi\u1ec7c b\u1eb1ng c\u00e1ch t\u1ef1 \u0111\u1ed9ng h\u00f3a vi\u1ec7c ki\u1ec3m tra trang b\u1ecb b\u1ea3o h\u1ed9 nh\u01b0 m\u0169 b\u1ea3o hi\u1ec3m, \u0111\u1ed3ng ph\u1ee5c b\u1ea3o h\u1ed9 lao \u0111\u1ed9ng v\u00e0 \u00e1o kho\u00e1c l\u00e0 y\u00eau c\u1ea7u b\u1eaft bu\u1ed9c. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o ph\u00e2n t\u00edch ngu\u1ed3n c\u1ea5p d\u1eef li\u1ec7u video c\u1ee7a camera \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng gi\u00e1m s\u00e1t v\u00e0 b\u00e1o c\u00e1o h\u00e0nh vi sai tr\u00e1i vi ph\u1ea1m c\u00e1c bi\u1ec7n ph\u00e1p an to\u00e0n;<\/p>\n

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H\u00ecnh 6: Nh\u1eadn di\u1ec7n \u0111\u1ea7y \u0111\u1ee7 m\u0169 v\u00e0 \u00e1o b\u1ea3o h\u1ed9<\/em><\/p>\n

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H\u00ecnh 7: Kh\u00f4ng \u0111\u1ed9i m\u0169 \u0111\u01b0\u1ee3c nh\u1eadn di\u1ec7n b\u1eb1ng m\u00e0u \u0111\u1ecf<\/em><\/p>\n

– C\u00e1c m\u00f4 h\u00ecnh th\u1ecb gi\u00e1c AI c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c s\u1ef1 ki\u1ec7n c\u1ee5 th\u1ec3 g\u00e2y ra l\u1ed7i ho\u1eb7c l\u00e0m t\u0103ng nguy c\u01a1 x\u1ea3y ra tai n\u1ea1n, bao g\u1ed3m c\u1ea3 t\u00ednh n\u0103ng gi\u00e1m s\u00e1t v\u00e0 b\u00e1o c\u00e1o th\u00f4ng minh v\u1ec1 h\u00e0nh vi sai tr\u00e1i vi ph\u1ea1m c\u00e1c giao th\u1ee9c an to\u00e0n. Camera AI gi\u00fap gi\u1ea3m chi ph\u00ed ki\u1ec3m tra th\u1ee7 c\u00f4ng b\u1edfi nh\u1eefng ng\u01b0\u1eddi v\u1eadn h\u00e0nh \u0111\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u00e0 ng\u0103n ng\u1eeba l\u1ed7i c\u1ee7a con ng\u01b0\u1eddi;<\/p>\n

– Ph\u00e1t hi\u1ec7n kh\u00f3i v\u00e0 l\u1eeda d\u1ef1a tr\u00ean camera: h\u1ecdc m\u00e1y c\u00f3 th\u1ec3 ph\u00e2n t\u00edch video nh\u1eadn \u0111\u01b0\u1ee3c t\u1eeb camera \u0111\u1ec3 nh\u1eadn d\u1ea1ng l\u1eeda v\u00e0 kh\u00f3i \u1edf c\u00e1c nh\u00e0 m\u00e1y v\u00e0 tr\u1ea1m bi\u1ebfn \u00e1p \u1edf xa. Vi\u1ec7c ph\u00e1t hi\u1ec7n ch\u00e1y t\u1ef1 \u0111\u1ed9ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c k\u1ebft h\u1ee3p v\u1edbi vi\u1ec7c gi\u00e1m s\u00e1t c\u00e1c ch\u1ec9 b\u00e1o c\u1ea3nh b\u00e1o tr\u00ean b\u1ea3ng ch\u1eefa ch\u00e1y;<\/p>\n

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H\u00ecnh 8: Camera ph\u00e1t hi\u1ec7n kh\u00f3i<\/em><\/p>\n

– Ph\u00e1t hi\u1ec7n ng\u01b0\u1eddi v\u00e0 v\u1ecb tr\u00ed l\u00e0m vi\u1ec7c, thao t\u00e1c: C\u00f3 th\u1ec3 s\u1eed d\u1ee5ng t\u00ednh n\u0103ng ph\u00e1t hi\u1ec7n ng\u01b0\u1eddi b\u1eb1ng c\u00f4ng ngh\u1ec7 \u0111\u1ecbnh v\u1ecb tr\u1ef1c quan b\u1eb1ng camera \u0111\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c v\u1ecb tr\u00ed th\u1eddi gian th\u1ef1c c\u1ee7a nh\u00e2n vi\u00ean trong tr\u1ea1m bi\u1ebfn \u00e1p. V\u1ecb tr\u00ed c\u1ee7a m\u1ed7i ng\u01b0\u1eddi \u0111\u01b0\u1ee3c ph\u00e1t hi\u1ec7n c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c ho\u1ea1t \u0111\u1ed9ng b\u1ea5t h\u1ee3p ph\u00e1p ho\u1eb7c nguy hi\u1ec3m. \u0110i\u1ec1u n\u00e0y bao g\u1ed3m c\u00e1c t\u00ecnh hu\u1ed1ng x\u00e2m nh\u1eadp, v\u01b0\u1ee3t h\u00e0ng r\u00e0o v\u00e0 \u0111i nh\u1ea7m v\u00e0o khu v\u1ef1c kh\u00f4ng cho ph\u00e9p;<\/p>\n

– Ki\u1ec3m tra \u0111\u01b0\u1eddng d\u00e2y \u0111i\u1ec7n l\u00e0 c\u1ea7n thi\u1ebft \u0111\u1ec3 l\u01b0\u1edbi \u0111i\u1ec7n ho\u1ea1t \u0111\u1ed9ng li\u00ean t\u1ee5c v\u00e0 \u0111\u00e1ng tin c\u1eady. Tr\u01b0\u1edbc \u0111\u00e2y, vi\u1ec7c ki\u1ec3m tra \u0111\u01b0\u1eddng d\u00e2y \u0111i\u1ec7n ch\u1ee7 y\u1ebfu \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n th\u1ee7 c\u00f4ng. Tuy nhi\u00ean vi\u1ec7c ki\u1ec3m tra th\u1ee7 c\u00f4ng kh\u00f4ng hi\u1ec7u qu\u1ea3, l\u1eb7p \u0111i l\u1eb7p l\u1ea1i v\u00e0 d\u1eabn \u0111\u1ebfn nh\u1eefng b\u1ea5t l\u1ee3i nh\u01b0 ti\u00eau t\u1ed1n th\u1eddi gian d\u00e0i v\u00e0 chi ph\u00ed nh\u00e2n c\u00f4ng th\u1ee7 c\u00f4ng cao;<\/p>\n

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H\u00ecnh 9: Camera AI gi\u00e1m s\u00e1t \u0111\u01b0\u1eddng d\u00e2y truy\u1ec1n t\u1ea3i \u0111i\u1ec7n<\/em><\/p>\n

Ngo\u00e0i ra, h\u1ec7 th\u1ed1ng th\u1ecb gi\u00e1c m\u00e1y t\u00ednh th\u00f4ng minh c\u00f3 th\u1ec3 k\u00edch ho\u1ea1t c\u1ea3nh b\u00e1o \u0111\u1ec3 tr\u00e1nh ph\u00e1t tri\u1ec3n th\u00eam c\u00e1c l\u1ed7i kh\u00f4ng \u0111\u01b0\u1ee3c gi\u00e1m s\u00e1t trong h\u1ec7 th\u1ed1ng ph\u00e1t \u0111i\u1ec7n. Th\u00f4ng th\u01b0\u1eddng, c\u00f4ng vi\u1ec7c n\u00e0y y\u00eau c\u1ea7u b\u1ed1 tr\u00ed b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n v\u1edbi y\u00eau c\u1ea7u v\u1ec1 nh\u00e2n c\u00f4ng chuy\u00ean s\u00e2u v\u00e0 t\u00ednh linh ho\u1ea1t h\u1ea1n ch\u1ebf. C\u00f4ng ngh\u1ec7 th\u1ecb gi\u00e1c m\u00e1y t\u00ednh c\u00f3 th\u1ec3 thay th\u1ebf b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n \u0111\u1ec3 c\u00e1c c\u00f4ng vi\u1ec7c t\u1ed1n th\u1eddi gian, bao g\u1ed3m ghi d\u1eef li\u1ec7u, ghi xu h\u01b0\u1edbng v\u00e0 k\u00edch ho\u1ea1t c\u1ea3nh b\u00e1o, c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi c\u00e1c m\u00e1y t\u00ednh \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i. S\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh, l\u1ed7i c\u1ee7a con ng\u01b0\u1eddi c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c gi\u1ea3m thi\u1ec3u \u0111\u1ed3ng th\u1eddi t\u0103ng \u0111\u1ed9 ch\u00ednh x\u00e1c gi\u00e1m s\u00e1t v\u00e0 hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh. C\u00f3 th\u1ec3 ghi l\u1ea1i d\u1eef li\u1ec7u t\u1eeb c\u00e1c c\u1ea3m bi\u1ebfn v\u00e0 h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t truy\u1ec1n d\u1eef li\u1ec7u n\u00e0y \u0111\u1ebfn h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd. \u0110i\u1ec1u n\u00e0y gi\u00fap theo d\u00f5i c\u00f4ng su\u1ea5t, l\u1eadp b\u00e1o c\u00e1o v\u00e0 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c.<\/p>\n

3. K\u1ebft lu\u1eadn<\/strong><\/p>\n

Camera AI v\u00e0 Robot \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng v\u00e0 c\u1ea7n thi\u1ebft trong vi\u1ec7c gi\u00e1m s\u00e1t tr\u1ea1m bi\u1ebfn \u00e1p, nh\u00e0 m\u00e1y \u0111i\u1ec7n v\u00ec nh\u1eefng l\u1ee3i \u00edch m\u00e0 n\u00f3 mang l\u1ea1i: t\u0103ng hi\u1ec7u su\u1ea5t, an to\u00e0n, hi\u1ec7u qu\u1ea3 trong vi\u1ec7c qu\u1ea3n l\u00fd h\u1ec7 th\u1ed1ng \u0111i\u1ec7n.<\/p>\n

Camera AI c\u00f3 kh\u1ea3 n\u0103ng th\u1ef1c hi\u1ec7n gi\u00e1m s\u00e1t li\u00ean t\u1ee5c v\u00e0 kh\u00f4ng b\u1ecb m\u1ec7t m\u1ecfi nh\u01b0 con ng\u01b0\u1eddi. Ch\u00fang c\u00f3 th\u1ec3 ghi l\u1ea1i m\u1ecdi di\u1ec5n bi\u1ebfn v\u00e0 s\u1ef1 c\u1ed1 trong tr\u1ea1m bi\u1ebfn \u00e1p m\u00e0 kh\u00f4ng b\u1ecb b\u1ecf s\u00f3t. C\u00f3 kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n s\u1ef1 c\u1ed1 v\u00e0 s\u1ef1 thay \u0111\u1ed5i b\u1ea5t th\u01b0\u1eddng trong th\u1eddi gian th\u1ef1c. Ph\u00e2n t\u00edch v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p, gi\u00fap tr\u00edch xu\u1ea5t th\u00f4ng tin quan tr\u1ecdng v\u00e0 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u. V\u01b0\u1ee3t tr\u1ed9i con ng\u01b0\u1eddi trong c\u00e1c t\u00e1c v\u1ee5 y\u00eau c\u1ea7u t\u00ednh to\u00e1n v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c cao<\/p>\n

S\u1eed d\u1ee5ng Robot gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 nguy\u00ean li\u1ec7u trong c\u00e1c c\u00f4ng vi\u1ec7c ki\u1ec3m tra v\u00e0 b\u1ea3o d\u01b0\u1ee1ng. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m th\u1ea5t tho\u00e1t n\u0103ng l\u01b0\u1ee3ng v\u00e0 nguy c\u01a1 ti\u1ebfp x\u00fac v\u1edbi m\u00f4i tr\u01b0\u1eddng nguy hi\u1ec3m. C\u00f3 kh\u1ea3 n\u0103ng v\u1eadn h\u00e0nh t\u1eeb xa, gi\u00fap con ng\u01b0\u1eddi kh\u00f4ng c\u1ea7n ti\u1ebfp x\u00fac tr\u1ef1c ti\u1ebfp v\u1edbi m\u00e1y bi\u1ebfn \u00e1p trong m\u00f4i tr\u01b0\u1eddng nguy hi\u1ec3m. Gi\u00fap th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 c\u1ee9u h\u1ed9 ho\u1eb7c kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1 trong t\u00ecnh hu\u1ed1ng kh\u1ea9n c\u1ea5p m\u00e0 con ng\u01b0\u1eddi kh\u00f4ng th\u1ec3 ti\u1ebfp c\u1eadn m\u1ed9t c\u00e1ch an to\u00e0n. L\u00e0m vi\u1ec7c li\u00ean t\u1ee5c trong m\u00f4i tr\u01b0\u1eddng kh\u1eafc nhi\u1ec7t nh\u01b0 trong m\u00f4i tr\u01b0\u1eddng c\u00f3 nhi\u1ec7t \u0111\u1ed9 cao, l\u1ea1nh ho\u1eb7c \u00e1p l\u1ef1c m\u00f4i tr\u01b0\u1eddng kh\u00e1c nhau m\u00e0 con ng\u01b0\u1eddi kh\u00f3 c\u00f3 th\u1ec3 th\u00edch nghi \u0111\u01b0\u1ee3c.<\/p>\n","protected":false},"excerpt":{"rendered":"

1. Xu h\u01b0\u1edbng Hi\u1ec7n nay, cu\u1ed9c c\u00e1c m\u1ea1ng c\u00f4ng nghi\u1ec7p 4.0 \u0111\u00e3 c\u00f3 nhi\u1ec1u b\u01b0\u1edbc ph\u00e1t tri\u1ec3n m\u1ea1nh m\u1ebd trong h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd, gi\u00e1m s\u00e1t, \u0111i\u1ec1u khi\u1ec3n v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a, s\u1ed1 h\u00f3a trong nh\u00e0 m\u00e1y \u0111i\u1ec7n, tr\u1ea1m bi\u1ebfn \u00e1p. Trong nh\u1eefng n\u0103m g\u1ea7n \u0111\u00e2y, T\u1eadp \u0111o\u00e0n \u0110i\u1ec7n l\u1ef1c Vi\u1ec7t Nam (EVN) \u0111\u00e3 quan … Continue reading \u1ee8ng d\u1ee5ng camera AI, robot, AGV gi\u00e1m s\u00e1t t\u1ef1 \u0111\u1ed9ng h\u00f3a, s\u1ed1 h\u00f3a trong nh\u00e0 m\u00e1y \u0111i\u1ec7n, tr\u1ea1m bi\u1ebfn \u00e1p<\/span> →<\/span><\/a><\/p>\n","protected":false},"author":120142,"featured_media":5959,"comment_status":"open","ping_status":"open","sticky":true,"template":"","format":"standard","meta":{"footnotes":""},"categories":[26,25,1350,106],"tags":[2097,2091,2093,1382,1548,2101,493,2095,2099,1780,620,2089],"class_list":["post-5737","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-giai-phap-dien-dau-khi","category-giai-phap-nganh-mo","category-cho-nha-may","category-tin-tuc-vi","tag-agv","tag-ai","tag-camera","tag-cong-nghiep-4-0","tag-iot","tag-machine-learning","tag-nha-may-dien","tag-robot","tag-so-hoa","tag-tram-bien-ap","tag-tram-dien","tag-tu-dong-hoa"],"yoast_head":"\n\u1ee8ng d\u1ee5ng camera AI, robot, AGV gi\u00e1m s\u00e1t t\u1ef1 \u0111\u1ed9ng h\u00f3a, s\u1ed1 h\u00f3a trong nh\u00e0 m\u00e1y \u0111i\u1ec7n, tr\u1ea1m bi\u1ebfn \u00e1p - MES Engineering<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/tofu.isoinaction.com\/mesevn\/vi\/ung-dung-camera-ai-robot-agv-giam-sat-tu-dong-hoa-so-hoa-trong-nha-may-dien-tram-bien-ap.html\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u1ee8ng d\u1ee5ng camera AI, robot, AGV gi\u00e1m s\u00e1t t\u1ef1 \u0111\u1ed9ng h\u00f3a, s\u1ed1 h\u00f3a trong nh\u00e0 m\u00e1y \u0111i\u1ec7n, tr\u1ea1m bi\u1ebfn \u00e1p\" \/>\n<meta property=\"og:description\" content=\"1. 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