{"id":8197,"date":"2026-09-09T08:02:31","date_gmt":"2026-09-09T01:02:31","guid":{"rendered":"https:\/\/apanano.com\/?p=8197"},"modified":"2026-09-09T08:02:31","modified_gmt":"2026-09-09T01:02:31","slug":"cong-nghe-bao-quan-thong-minh-dinh-hinh-tuong-lai-an-toan-tacn","status":"publish","type":"post","link":"https:\/\/www.apanano.com\/vi\/news\/cong-nghe-bao-quan-thong-minh-dinh-hinh-tuong-lai-an-toan-tacn\/","title":{"rendered":"C\u00f4ng ngh\u1ec7 b\u1ea3o qu\u1ea3n th\u00f4ng minh: \u0110\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai an to\u00e0n T\u0102CN"},"content":{"rendered":"<p><strong>Trong b\u1ed1i c\u1ea3nh chu\u1ed7i cung \u1ee9ng nguy\u00ean li\u1ec7u ng\u00e0y c\u00e0ng m\u1edf r\u1ed9ng, bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu di\u1ec5n bi\u1ebfn ph\u1ee9c t\u1ea1p v\u00e0 y\u00eau c\u1ea7u v\u1ec1 an to\u00e0n\u00a0T\u0102CN\u00a0ng\u00e0y c\u00e0ng cao, c\u00f4ng ngh\u1ec7 b\u1ea3o qu\u1ea3n \u0111ang tr\u1edf th\u00e0nh m\u1eaft x\u00edch quan tr\u1ecdng trong chu\u1ed7i s\u1ea3n xu\u1ea5t.<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><strong>B\u1ea3o qu\u1ea3n \u2013 m\u1eaft x\u00edch quy\u1ebft \u0111\u1ecbnh ch\u1ea5t l\u01b0\u1ee3ng T\u0102CN<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>Vi\u1ec7c l\u01b0u tr\u1eef nguy\u00ean li\u1ec7u v\u00e0 T\u0102CN kh\u00f4ng c\u00f2n \u0111\u01a1n thu\u1ea7n l\u00e0 kh\u00e2u h\u1eadu c\u1ea7n m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh \u0111i\u1ec3m ki\u1ec3m so\u00e1t quan tr\u1ecdng, g\u00f3p ph\u1ea7n b\u1ea3o \u0111\u1ea3m an to\u00e0n th\u1ee9c \u0103n, duy tr\u00ec gi\u00e1 tr\u1ecb dinh d\u01b0\u1ee1ng v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3 kinh t\u1ebf. Trong b\u1ed1i c\u1ea3nh chu\u1ed7i cung \u1ee9ng ng\u00e0y c\u00e0ng m\u1edf r\u1ed9ng, nguy\u00ean li\u1ec7u \u0111\u01b0\u1ee3c thu mua t\u1eeb nhi\u1ec1u v\u00f9ng kh\u00ed h\u1eadu kh\u00e1c nhau v\u1edbi th\u1eddi gian l\u01b0u tr\u1eef k\u00e9o d\u00e0i, nh\u1eefng h\u1ea1n ch\u1ebf c\u1ee7a ph\u01b0\u01a1ng ph\u00e1p b\u1ea3o qu\u1ea3n truy\u1ec1n th\u1ed1ng ng\u00e0y c\u00e0ng b\u1ed9c l\u1ed9 r\u00f5.<\/p>\n<p>&nbsp;<\/p>\n<p>Bi\u1ebfn \u0111\u1ed9ng nhi\u1ec7t \u0111\u1ed9, \u0111\u1ed9 \u1ea9m, qu\u00e1 tr\u00ecnh oxy h\u00f3a, th\u1ea5t tho\u00e1t dinh d\u01b0\u1ee1ng v\u00e0 nguy c\u01a1 h\u00ecnh th\u00e0nh \u0111\u1ed9c t\u1ed1 n\u1ea5m m\u1ed1c l\u00e0 nh\u1eefng th\u00e1ch th\u1ee9c l\u1edbn trong b\u1ea3o qu\u1ea3n. \u0110\u1ed1i v\u1edbi nguy\u00ean li\u1ec7u gi\u00e0u ch\u1ea5t b\u00e9o, oxy h\u00f3a lipid l\u00e0m gi\u1ea3m gi\u00e1 tr\u1ecb n\u0103ng l\u01b0\u1ee3ng v\u00e0 \u0111\u1ed9 ngon mi\u1ec7ng c\u1ee7a th\u1ee9c \u0103n, trong khi vitamin v\u00e0 nhi\u1ec1u ho\u1ea1t ch\u1ea5t ch\u1ee9c n\u0103ng r\u1ea5t nh\u1ea1y c\u1ea3m v\u1edbi \u0111i\u1ec1u ki\u1ec7n l\u01b0u tr\u1eef.<\/p>\n<p>&nbsp;<\/p>\n<p>Theo \u00f4ng Alfonso Garrido \u2013 Gi\u00e1m \u0111\u1ed1c \u0111i\u1ec1u h\u00e0nh Symaga, ng\u00e0nh T\u0102CN \u0111ang ph\u1ea3i \u0111\u00e1p \u1ee9ng c\u00e1c ti\u00eau chu\u1ea9n ch\u1ea5t l\u01b0\u1ee3ng ng\u00e0y c\u00e0ng cao trong b\u1ed1i c\u1ea3nh bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu v\u00e0 chu\u1ed7i cung \u1ee9ng k\u00e9o d\u00e0i. V\u00ec v\u1eady, kho l\u01b0u tr\u1eef kh\u00f4ng c\u00f2n l\u00e0 n\u01a1i ch\u1ee9a nguy\u00ean li\u1ec7u m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh m\u1eaft x\u00edch quan tr\u1ecdng \u1ea3nh h\u01b0\u1edfng tr\u1ef1c ti\u1ebfp \u0111\u1ebfn ch\u1ea5t l\u01b0\u1ee3ng, an to\u00e0n v\u00e0 hi\u1ec7u qu\u1ea3 s\u1ea3n xu\u1ea5t.<\/p>\n<p>&nbsp;<\/p>\n<p>\u00d4ng cho bi\u1ebft, ch\u1ec9 nh\u1eefng bi\u1ebfn \u0111\u1ed9ng nh\u1ecf v\u1ec1 nhi\u1ec7t \u0111\u1ed9 ho\u1eb7c \u0111\u1ed9 \u1ea9m trong silo c\u0169ng c\u00f3 th\u1ec3 g\u00e2y ng\u01b0ng t\u1ee5, th\u00fac \u0111\u1ea9y vi sinh v\u1eadt ph\u00e1t tri\u1ec3n, l\u00e0m oxy h\u00f3a ch\u1ea5t b\u00e9o, suy gi\u1ea3m dinh d\u01b0\u1ee1ng v\u00e0 h\u00ecnh th\u00e0nh \u0111\u1ed9c t\u1ed1 n\u1ea5m m\u1ed1c. Trong khi \u0111\u00f3, c\u00e1c ph\u01b0\u01a1ng ph\u00e1p b\u1ea3o qu\u1ea3n truy\u1ec1n th\u1ed1ng ch\u1ee7 y\u1ebfu d\u1ef1a v\u00e0o ki\u1ec3m tra th\u1ee7 c\u00f4ng, gi\u00e1m s\u00e1t h\u1ea1n ch\u1ebf v\u00e0 x\u1eed l\u00fd sau khi s\u1ef1 c\u1ed1 x\u1ea3y ra n\u00ean kh\u00f4ng c\u00f2n \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u hi\u1ec7n nay. Thay v\u00e0o \u0111\u00f3, ng\u00e0nh c\u1ea7n c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t li\u00ean t\u1ee5c v\u00e0 gi\u1ea3i ph\u00e1p ch\u1ee7 \u0111\u1ed9ng gi\u1ea3m thi\u1ec3u r\u1ee7i ro, bi\u1ebfn kho l\u01b0u tr\u1eef th\u00e0nh c\u00f4ng c\u1ee5 b\u1ea3o v\u1ec7 ch\u1ea5t l\u01b0\u1ee3ng thay v\u00ec ch\u1ec9 th\u1ef1c hi\u1ec7n ch\u1ee9c n\u0103ng l\u01b0u gi\u1eef nguy\u00ean li\u1ec7u.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>H\u01b0\u1edbng t\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng th\u00f4ng minh, k\u1ebft n\u1ed1i v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>C\u1ed1t l\u00f5i c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 l\u01b0u tr\u1eef T\u0102CN hi\u1ec7n nay n\u1eb1m \u1edf h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t d\u1ef1a tr\u00ean c\u1ea3m bi\u1ebfn. C\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y \u0111o nhi\u1ec7t \u0111\u1ed9, \u0111\u1ed9 \u1ea9m t\u01b0\u01a1ng \u0111\u1ed1i, n\u1ed3ng \u0111\u1ed9 oxy v\u00e0 carbon dioxide b\u00ean trong c\u00e1c silo v\u00e0 nh\u00e0 kho theo th\u1eddi gian th\u1ef1c, cho ph\u00e9p gi\u00e1m s\u00e1t th\u00f4ng qua c\u00e1c n\u1ec1n t\u1ea3ng k\u1ef9 thu\u1eadt s\u1ed1. C\u00e1c c\u1ea3m bi\u1ebfn n\u00e0y th\u01b0\u1eddng ho\u1ea1t \u0111\u1ed9ng t\u00edch h\u1ee3p v\u1edbi c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng IoT (Internet v\u1ea1n v\u1eadt). \u0110i\u1ec1u n\u00e0y cho ph\u00e9p ng\u01b0\u1eddi v\u1eadn h\u00e0nh theo d\u00f5i \u0111i\u1ec1u ki\u1ec7n l\u01b0u tr\u1eef t\u1eeb xa v\u00e0 nh\u1eadn \u0111\u01b0\u1ee3c c\u1ea3nh b\u00e1o t\u1ee9c th\u00ec khi c\u00e1c gi\u00e1 tr\u1ecb ng\u01b0\u1ee1ng \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc b\u1ecb v\u01b0\u1ee3t qu\u00e1. C\u00e1ch ti\u1ebfp c\u1eadn n\u00e0y mang l\u1ea1i c\u01a1 h\u1ed9i ki\u1ec3m so\u00e1t ph\u00f2ng ng\u1eeba thay v\u00ec can thi\u1ec7p sau khi v\u1ea5n \u0111\u1ec1 \u0111\u00e3 ph\u00e1t sinh.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-97170 aligncenter\" src=\"https:\/\/nhachannuoi.vn\/wp-content\/uploads\/2026\/08\/Nha-may-TACN-1.png\" sizes=\"auto, (max-width: 926px) 100vw, 926px\" srcset=\"https:\/\/nhachannuoi.vn\/wp-content\/uploads\/2026\/08\/Nha-may-TACN-1.png 926w, https:\/\/nhachannuoi.vn\/wp-content\/uploads\/2026\/08\/Nha-may-TACN-1-300x132.png 300w, https:\/\/nhachannuoi.vn\/wp-content\/uploads\/2026\/08\/Nha-may-TACN-1-768x338.png 768w\" alt=\"\" width=\"926\" height=\"407\" \/><\/p>\n<p style=\"text-align: center;\"><em>C\u1ed1t l\u00f5i c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 l\u01b0u tr\u1eef T\u0102CN hi\u1ec7n nay n\u1eb1m \u1edf h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t d\u1ef1a tr\u00ean c\u1ea3m bi\u1ebfn.<\/em><\/p>\n<p>&nbsp;<\/p>\n<p>M\u1ed9t th\u00e0nh ph\u1ea7n quan tr\u1ecdng kh\u00e1c c\u1ee7a h\u1ec7 th\u1ed1ng kho ch\u1ee9a th\u1ebf h\u1ec7 m\u1edbi l\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p \u0111i\u1ec1u khi\u1ec3n nhi\u1ec7t \u0111\u1ed9 v\u00e0 th\u00f4ng gi\u00f3 t\u1ef1 \u0111\u1ed9ng. C\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y ph\u00e2n t\u00edch \u0111i\u1ec1u ki\u1ec7n m\u00f4i tr\u01b0\u1eddng v\u00e0 ch\u1ec9 ho\u1ea1t \u0111\u1ed9ng v\u00e0o th\u1eddi \u0111i\u1ec3m t\u1ed1i \u01b0u. Nh\u1edd \u0111\u00f3, ch\u00fang v\u1eeba gi\u1ea3m nguy c\u01a1 ng\u01b0ng t\u1ee5 h\u01a1i \u1ea9m v\u00e0 n\u1ea5m m\u1ed1c, v\u1eeba ng\u0103n ng\u1eeba ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng kh\u00f4ng c\u1ea7n thi\u1ebft. H\u01a1n n\u1eefa, c\u00e1c gi\u1ea3i ph\u00e1p silo th\u00f4ng minh cho ph\u00e9p ph\u00e1t hi\u1ec7n c\u00e1c \u201c\u0111i\u1ec3m n\u00f3ng\u201d b\u1eb1ng c\u00e1ch l\u1eadp b\u1ea3n \u0111\u1ed3 k\u1ef9 thu\u1eadt s\u1ed1 c\u00e1c khu v\u1ef1c kh\u00e1c nhau b\u00ean trong silo. K\u1ebft h\u1ee3p v\u1edbi c\u00e1c \u1ee9ng d\u1ee5ng truy xu\u1ea5t ngu\u1ed3n g\u1ed1c k\u1ef9 thu\u1eadt s\u1ed1, c\u00e1c h\u1ec7 th\u1ed1ng n\u00e0y gi\u00fap ghi l\u1ea1i \u0111i\u1ec1u ki\u1ec7n b\u1ea3o qu\u1ea3n cho t\u1eebng l\u00f4 h\u00e0ng.<\/p>\n<p>&nbsp;<\/p>\n<p>Trong s\u1ed1 c\u00e1c c\u00f4ng ngh\u1ec7 quan tr\u1ecdng nh\u1ea5t l\u00e0:<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>C\u1ea3m bi\u1ebfn nhi\u1ec7t \u0111\u1ed9 v\u00e0 \u0111\u1ed9 \u1ea9m \u0111\u1ed9 ch\u00ednh x\u00e1c cao \u0111\u01b0\u1ee3c ph\u00e2n b\u1ed1 kh\u1eafp silo.<\/li>\n<li>N\u1ec1n t\u1ea3ng gi\u00e1m s\u00e1t t\u1eeb xa d\u1ef1a tr\u00ean IoT cung c\u1ea5p quy\u1ec1n truy c\u1eadp d\u1eef li\u1ec7u v\u00e0 c\u1ea3nh b\u00e1o theo th\u1eddi gian th\u1ef1c.<\/li>\n<li>H\u1ec7 th\u1ed1ng th\u00f4ng gi\u00f3 t\u1ef1 \u0111\u1ed9ng \u0111i\u1ec1u ch\u1ec9nh lu\u1ed3ng kh\u00f4ng kh\u00ed d\u1ef1a tr\u00ean \u0111i\u1ec1u ki\u1ec7n b\u00ean trong thay v\u00ec l\u1ecbch tr\u00ecnh c\u1ed1 \u0111\u1ecbnh.<\/li>\n<li>K\u1ef9 thu\u1eadt k\u1ebft c\u1ea5u ti\u00ean ti\u1ebfn \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a lu\u1ed3ng kh\u00f4ng kh\u00ed, gi\u1ea3m s\u1ef1 ng\u01b0ng t\u1ee5 v\u00e0 ng\u0103n ng\u1eeba s\u1ef1 ph\u00e2n t\u00e1ch v\u1eadt li\u1ec7u.<\/li>\n<li>C\u00f4ng c\u1ee5 truy xu\u1ea5t ngu\u1ed3n g\u1ed1c k\u1ef9 thu\u1eadt s\u1ed1 t\u00edch h\u1ee3p d\u1eef li\u1ec7u l\u01b0u tr\u1eef v\u00e0o h\u1ec7 th\u1ed1ng ERP v\u00e0 h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd nh\u00e0 m\u00e1y.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>\u0110\u1ec1 c\u1eadp \u0111\u1ebfn ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn c\u1ee7a Symaga, m\u1ed9t nh\u00e0 cung c\u1ea5p gi\u1ea3i ph\u00e1p l\u01b0u tr\u1eef h\u00e0ng \u0111\u1ea7u \u0111\u01b0\u1ee3c c\u00f4ng nh\u1eadn tr\u00ean to\u00e0n c\u1ea7u,\u00a0 Garrido\u00a0 l\u01b0u \u00fd r\u1eb1ng, v\u1edbi t\u01b0 c\u00e1ch l\u00e0 m\u1ed9t c\u00f4ng ty, h\u1ecd t\u1eadp trung v\u00e0o vi\u1ec7c k\u1ebft h\u1ee3p thi\u1ebft k\u1ebf k\u1ebft c\u1ea5u ch\u1eafc ch\u1eafn v\u1edbi kh\u1ea3 n\u0103ng gi\u00e1m s\u00e1t k\u1ef9 thu\u1eadt s\u1ed1. \u201cC\u00e1c silo c\u1ee7a ch\u00fang t\u00f4i \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 k\u00edn kh\u00ed t\u1ed1i \u01b0u, th\u00f4ng gi\u00f3 hi\u1ec7u qu\u1ea3 v\u00e0 \u0111\u1ed9 \u1ed5n \u0111\u1ecbnh k\u1ebft c\u1ea5u trong c\u00e1c \u0111i\u1ec1u ki\u1ec7n kh\u00ed h\u1eadu kh\u00e1c nhau. Ch\u00fang t\u00f4i c\u0169ng t\u00edch h\u1ee3p c\u00e1c h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t cho ph\u00e9p ng\u01b0\u1eddi v\u1eadn h\u00e0nh theo d\u00f5i s\u1ef1 thay \u0111\u1ed5i nhi\u1ec7t \u0111\u1ed9 v\u00e0 ph\u1ea3n \u1ee9ng tr\u01b0\u1edbc khi r\u1ee7i ro leo thang. Ch\u00fang t\u00f4i cung c\u1ea5p c\u00e1c b\u1ed9 ph\u1eadn ch\u1eb7n h\u1ea1t v\u00e0 h\u1ec7 th\u1ed1ng n\u1ea1p li\u1ec7u \u0111\u01b0\u1ee3c trang b\u1ecb t\u1ea5m ch\u1eafn \u0111\u1ec3 ng\u0103n ng\u1eeba h\u01b0 h\u1ecfng v\u00e0 v\u1ee1 h\u1ea1t, c\u0169ng nh\u01b0 c\u00e1c gi\u1ea3i ph\u00e1p gi\u1ea3m thi\u1ec3u s\u1ef1 ph\u00e2n t\u00e1ch h\u1ea1t v\u00e0 h\u00ecnh th\u00e0nh b\u1ee5i, do \u0111\u00f3 gi\u1ea3m nguy c\u01a1 ch\u00e1y n\u1ed5 v\u00e0 kh\u1ea3 n\u0103ng ph\u00e1t tri\u1ec3n \u0111\u1ed9c t\u1ed1 n\u1ea5m m\u1ed1c. M\u1ee5c ti\u00eau l\u00e0 bi\u1ebfn silo th\u00e0nh m\u1ed9t t\u00e0i s\u1ea3n th\u00f4ng minh, m\u1ed9t t\u00e0i s\u1ea3n h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng, hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng v\u00e0 ra quy\u1ebft \u0111\u1ecbnh d\u1ef1a tr\u00ean d\u1eef li\u1ec7u\u201d.<\/p>\n<p>&nbsp;<\/p>\n<p><strong>H\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef th\u00f4ng minh<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>H\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef th\u00f4ng minh \u0111ang chuy\u1ec3n \u0111\u1ed5i qu\u1ea3n l\u00fd an to\u00e0n T\u0102CN t\u1eeb x\u1eed l\u00fd s\u1ef1 c\u1ed1 sang ch\u1ee7 \u0111\u1ed9ng ph\u00f2ng ng\u1eeba v\u00e0 d\u1ef1 b\u00e1o r\u1ee7i ro. Nh\u1edd gi\u00e1m s\u00e1t li\u00ean t\u1ee5c nhi\u1ec7t \u0111\u1ed9, \u0111\u1ed9 \u1ea9m v\u00e0 c\u00e1c \u0111i\u1ec1u ki\u1ec7n b\u1ea3o qu\u1ea3n, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n s\u1edbm nguy c\u01a1 h\u00ecnh th\u00e0nh \u0111\u1ed9c t\u1ed1 n\u1ea5m m\u1ed1c, \u0111\u1ed3ng th\u1eddi duy tr\u00ec m\u00f4i tr\u01b0\u1eddng l\u01b0u tr\u1eef \u1ed5n \u0111\u1ecbnh, h\u1ea1n ch\u1ebf qu\u00e1 tr\u00ecnh oxy h\u00f3a v\u00e0 b\u1ea3o v\u1ec7 c\u00e1c th\u00e0nh ph\u1ea7n dinh d\u01b0\u1ee1ng nh\u01b0 ch\u1ea5t b\u00e9o, axit amin v\u00e0 vitamin.<\/p>\n<p>&nbsp;<\/p>\n<p>C\u00f4ng ngh\u1ec7 n\u00e0y c\u0169ng g\u00f3p ph\u1ea7n k\u00e9o d\u00e0i th\u1eddi gian b\u1ea3o qu\u1ea3n, duy tr\u00ec ch\u1ea5t l\u01b0\u1ee3ng v\u1eadt l\u00fd v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3 ch\u1ebf bi\u1ebfn T\u0102CN. B\u00ean c\u1ea1nh \u0111\u00f3, d\u1eef li\u1ec7u l\u01b0u tr\u1eef \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a theo t\u1eebng l\u00f4 s\u1ea3n ph\u1ea9m, gi\u00fap truy xu\u1ea5t ngu\u1ed3n g\u1ed1c, nhanh ch\u00f3ng x\u00e1c \u0111\u1ecbnh nguy\u00ean nh\u00e2n khi x\u1ea3y ra sai l\u1ec7ch ch\u1ea5t l\u01b0\u1ee3ng, h\u1ed7 tr\u1ee3 ki\u1ec3m to\u00e1n v\u00e0 thu h\u1ed3i s\u1ea3n ph\u1ea9m khi c\u1ea7n thi\u1ebft. Nh\u1edd \u0111\u00f3, h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef th\u00f4ng minh kh\u00f4ng ch\u1ec9 l\u00e0 gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 m\u00e0 c\u00f2n tr\u1edf th\u00e0nh c\u00f4ng c\u1ee5 chi\u1ebfn l\u01b0\u1ee3c trong qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 r\u1ee7i ro c\u1ee7a doanh nghi\u1ec7p.<\/p>\n<p>&nbsp;<\/p>\n<p>Nh\u1eefng l\u1ee3i \u00edch m\u00e0 h\u1ec7 th\u1ed1ng kho th\u00f4ng minh mang l\u1ea1i kh\u00e1 r\u00f5 r\u00e0ng:<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>Ng\u0103n ng\u1eeba \u0111\u1ed9c t\u1ed1 n\u1ea5m m\u1ed1c:\u00a0 S\u1ee5c kh\u00ed s\u1edbm ho\u1eb7c di chuy\u1ec3n s\u1ea3n ph\u1ea9m c\u00f3 th\u1ec3 ng\u0103n ng\u1eeba s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a n\u1ea5m tr\u01b0\u1edbc khi x\u1ea3y ra \u00f4 nhi\u1ec5m.<\/li>\n<li>\u1ed4n \u0111\u1ecbnh ch\u1ea5t dinh d\u01b0\u1ee1ng:\u00a0 Ki\u1ec3m so\u00e1t qu\u00e1 tr\u00ecnh oxy h\u00f3a v\u00e0 t\u00edch t\u1ee5 nhi\u1ec7t gi\u00fap b\u1ea3o v\u1ec7 vitamin, ch\u1ea5t b\u00e9o v\u00e0 protein.<\/li>\n<li>K\u00e9o d\u00e0i th\u1eddi h\u1ea1n s\u1eed d\u1ee5ng:\u00a0 \u0110i\u1ec1u ki\u1ec7n b\u00ean trong \u1ed5n \u0111\u1ecbnh l\u00e0m gi\u1ea3m s\u1ef1 h\u01b0 h\u1ecfng theo th\u1eddi gian.<\/li>\n<li>Truy xu\u1ea5t ngu\u1ed3n g\u1ed1c theo l\u00f4:\u00a0H\u1ed3 s\u01a1 k\u1ef9 thu\u1eadt s\u1ed1 v\u1ec1 \u0111i\u1ec1u ki\u1ec7n b\u1ea3o qu\u1ea3n cung c\u1ea5p \u0111\u1ea7y \u0111\u1ee7 t\u00e0i li\u1ec7u cho c\u00e1c cu\u1ed9c ki\u1ec3m to\u00e1n v\u00e0 tu\u00e2n th\u1ee7 quy \u0111\u1ecbnh.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><strong>Qu\u1ea3n l\u00fd chi ph\u00ed v\u1edbi c\u00f4ng ngh\u1ec7 l\u01b0u tr\u1eef th\u1ebf h\u1ec7 m\u1edbi<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>Trong ng\u00e0nh c\u00f4ng nghi\u1ec7p T\u0102CN, t\u00ednh b\u1ec1n v\u1eefng v\u00e0 qu\u1ea3n l\u00fd chi ph\u00ed ng\u00e0y c\u00e0ng g\u1eafn b\u00f3 ch\u1eb7t ch\u1ebd v\u1edbi nhau. C\u00f4ng ngh\u1ec7 l\u01b0u tr\u1eef th\u1ebf h\u1ec7 m\u1edbi cung c\u1ea5p c\u00e1c gi\u1ea3i ph\u00e1p g\u00f3p ph\u1ea7n \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u1ea3 hai m\u1ee5c ti\u00eau c\u00f9ng m\u1ed9t l\u00fac. H\u1ec7 th\u1ed1ng s\u1ee5c kh\u00ed v\u00e0 l\u00e0m m\u00e1t ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng gi\u00fap gi\u1ea3m ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u0103ng b\u1eb1ng c\u00e1ch ch\u1ec9 ho\u1ea1t \u0111\u1ed9ng khi c\u1ea7n thi\u1ebft. \u0110i\u1ec1u n\u00e0y kh\u00f4ng ch\u1ec9 l\u00e0m gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh m\u00e0 c\u00f2n g\u00f3p ph\u1ea7n gi\u1ea3m ph\u00e1t th\u1ea3i kh\u00ed nh\u00e0 k\u00ednh.<\/p>\n<p>&nbsp;<\/p>\n<p>Vi\u1ec7c ng\u0103n ng\u1eeba s\u1ef1 h\u01b0 h\u1ecfng v\u00e0 hao h\u1ee5t trong qu\u00e1 tr\u00ecnh b\u1ea3o qu\u1ea3n gi\u00fap gi\u1ea3m thi\u1ec3u t\u1ed5n th\u1ea5t kinh t\u1ebf, \u0111\u1eb7c bi\u1ec7t l\u00e0 \u0111\u1ed1i v\u1edbi c\u00e1c nguy\u00ean li\u1ec7u c\u00f3 gi\u00e1 tr\u1ecb cao. \u0110\u1ed3ng th\u1eddi, gi\u1ea3m thi\u1ec3u t\u1ed5n th\u1ea5t trong chu\u1ed7i cung \u1ee9ng th\u1ef1c ph\u1ea9m \u2013 T\u0102CN l\u00e0m gi\u1ea3m nhu c\u1ea7u s\u1ea3n xu\u1ea5t v\u00e0 v\u1eadn chuy\u1ec3n, t\u1eeb \u0111\u00f3 gi\u00fap gi\u1ea3m l\u01b0\u1ee3ng kh\u00ed th\u1ea3i carbon. V\u1ec1 v\u1ea5n \u0111\u1ec1 n\u00e0y, c\u00e1c c\u00f4ng ngh\u1ec7 b\u1ea3o qu\u1ea3n hi\u1ec7n \u0111\u1ea1i \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t y\u1ebfu t\u1ed1 b\u1ec1n v\u1eefng quan tr\u1ecdng h\u1ed7 tr\u1ee3 c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t T\u0102CN \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c m\u1ee5c ti\u00eau v\u1ec1 m\u00f4i tr\u01b0\u1eddng.<\/p>\n<p>&nbsp;<\/p>\n<p>Nh\u1eefng \u0111\u00f3ng g\u00f3p c\u1ee7a c\u00e1c gi\u1ea3i ph\u00e1p l\u01b0u tr\u1eef ti\u00ean ti\u1ebfn \u0111\u1ed1i v\u1edbi t\u00ednh b\u1ec1n v\u1eefng v\u00e0 qu\u1ea3n l\u00fd chi ph\u00ed:<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>T\u1ed1i \u01b0u h\u00f3a n\u0103ng l\u01b0\u1ee3ng:\u00a0H\u1ec7 th\u1ed1ng th\u00f4ng gi\u00f3 t\u1ef1 \u0111\u1ed9ng ch\u1ec9 ho\u1ea1t \u0111\u1ed9ng khi c\u1ea7n thi\u1ebft, gi\u1ea3m ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u0103ng kh\u00f4ng c\u1ea7n thi\u1ebft.<\/li>\n<li>Gi\u1ea3m t\u1ed5n th\u1ea5t:\u00a0Ph\u00e1t hi\u1ec7n s\u1edbm h\u01b0 h\u1ecfng gi\u00fap ng\u0103n ng\u1eeba vi\u1ec7c ph\u1ea3i lo\u1ea1i b\u1ecf s\u1ea3n ph\u1ea9m tr\u00ean di\u1ec7n r\u1ed9ng.<\/li>\n<li>T\u1ef7 l\u1ec7 hao h\u1ee5t th\u1ea5p h\u01a1n:\u00a0Kh\u1ea3 n\u0103ng ni\u00eam phong c\u1ea5u tr\u00fac v\u00e0 ki\u1ec3m so\u00e1t \u0111\u1ed9 \u1ea9m \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n gi\u00fap gi\u1ea3m thi\u1ec3u t\u1ed5n th\u1ea5t v\u1ec1 s\u1ed1 l\u01b0\u1ee3ng.<\/li>\n<li>K\u00e9o d\u00e0i tu\u1ed5i th\u1ecd c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng:\u00a0L\u1edbp m\u1ea1 k\u1ebdm ch\u1ea5t l\u01b0\u1ee3ng cao v\u00e0 v\u1eadt li\u1ec7u ch\u1ed1ng \u0103n m\u00f2n gi\u00fap gi\u1ea3m t\u1ea7n su\u1ea5t b\u1ea3o tr\u00ec v\u00e0 thay th\u1ebf.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><strong>C\u00f4ng ngh\u1ec7 c\u1ee7a t\u01b0\u01a1ng lai<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>Trong t\u01b0\u01a1ng lai, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a s\u1ebd tr\u1edf th\u00e0nh xu h\u01b0\u1edbng ch\u1ee7 \u0111\u1ea1o trong l\u0129nh v\u1ef1c l\u01b0u tr\u1eef T\u0102CN. AI c\u00f3 th\u1ec3 ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1ecbch s\u1eed, \u0111i\u1ec1u ki\u1ec7n m\u00f4i tr\u01b0\u1eddng v\u00e0 \u0111\u1eb7c t\u00ednh nguy\u00ean li\u1ec7u \u0111\u1ec3 d\u1ef1 b\u00e1o s\u1edbm nguy c\u01a1 h\u01b0 h\u1ecfng, h\u00ecnh th\u00e0nh \u0111\u1ed9c t\u1ed1 n\u1ea5m m\u1ed1c v\u00e0 h\u1ed7 tr\u1ee3 doanh nghi\u1ec7p ch\u1ee7 \u0111\u1ed9ng ph\u00f2ng ng\u1eeba r\u1ee7i ro. C\u00e1c kho l\u01b0u tr\u1eef t\u1ef1 \u0111\u1ed9ng c\u0169ng s\u1ebd gi\u1ea3m s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi, n\u00e2ng cao hi\u1ec7u qu\u1ea3 v\u1eadn h\u00e0nh v\u00e0 k\u1ebft n\u1ed1i v\u1edbi h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng, h\u1ed7 tr\u1ee3 ra quy\u1ebft \u0111\u1ecbnh v\u1ec1 mua s\u1eafm, ph\u1ed1i tr\u1ed9n v\u00e0 logistics. \u0110\u1ed3ng th\u1eddi, vi\u1ec7c chu\u1ea9n h\u00f3a v\u00e0 s\u1ed1 h\u00f3a d\u1eef li\u1ec7u l\u01b0u tr\u1eef s\u1ebd ng\u00e0y c\u00e0ng quan tr\u1ecdng trong \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u truy xu\u1ea5t ngu\u1ed3n g\u1ed1c, tu\u00e2n th\u1ee7 quy \u0111\u1ecbnh v\u00e0 ph\u00e1t tri\u1ec3n b\u1ec1n v\u1eefng. Theo \u0111\u00f3, h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef \u0111ang d\u1ea7n tr\u1edf th\u00e0nh trung t\u00e2m qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 d\u1eef li\u1ec7u trong chu\u1ed7i s\u1ea3n xu\u1ea5t th\u1ee9c \u0103n ch\u0103n nu\u00f4i.<\/p>\n<p>&nbsp;<\/p>\n<p>\u0110\u1ec3 h\u1ed7 tr\u1ee3 s\u1ef1 chuy\u1ec3n \u0111\u1ed5i trong l\u0129nh v\u1ef1c l\u01b0u tr\u1eef, \u00f4ng Garrido\u00a0 \u0111\u00e3 n\u00eau ra m\u1ed9t s\u1ed1 l\u0129nh v\u1ef1c tr\u1ecdng \u0111i\u1ec3m m\u00e0 h\u1ecd d\u1ef1 \u0111o\u00e1n s\u1ebd c\u00f3 s\u1ef1 ph\u00e1t tri\u1ec3n trong th\u1eddi gian t\u1edbi:<\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li>Ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n d\u1ef1a tr\u00ean AI:\u00a0 H\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u l\u1ecbch s\u1eed v\u00e0 th\u1eddi gian th\u1ef1c \u0111\u1ec3 d\u1ef1 b\u00e1o c\u00e1c k\u1ecbch b\u1ea3n r\u1ee7i ro tr\u01b0\u1edbc khi ch\u00fang x\u1ea3y ra.<\/li>\n<li>Kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb chu\u1ed7i cung \u1ee9ng t\u00edch h\u1ee3p \u0111\u1ea7y \u0111\u1ee7:\u00a0D\u1eef li\u1ec7u l\u01b0u tr\u1eef \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi c\u00e1c n\u1ec1n t\u1ea3ng mua s\u1eafm, l\u1eadp k\u1ebf ho\u1ea1ch s\u1ea3n xu\u1ea5t v\u00e0 ph\u00e2n ph\u1ed1i.<\/li>\n<li>T\u1ef1 \u0111\u1ed9ng h\u00f3a ti\u00ean ti\u1ebfn:\u00a0 Gi\u1ea3m thi\u1ec3u s\u1ef1 can thi\u1ec7p c\u1ee7a con ng\u01b0\u1eddi trong vi\u1ec7c ki\u1ec3m so\u00e1t s\u1ee5c kh\u00ed, tr\u00ecnh t\u1ef1 x\u1ea3 v\u00e0 c\u1ea3nh b\u00e1o ch\u1ea5t l\u01b0\u1ee3ng.<\/li>\n<li>T\u00edch h\u1ee3p quy \u0111\u1ecbnh m\u1ea1nh m\u1ebd h\u01a1n:\u00a0B\u00e1o c\u00e1o tu\u00e2n th\u1ee7 t\u1ef1 \u0111\u1ed9ng ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c ti\u00eau chu\u1ea9n an to\u00e0n th\u1ef1c ph\u1ea9m v\u00e0 T\u0102CN \u0111ang ph\u00e1t tri\u1ec3n.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>Trong t\u01b0\u01a1ng lai g\u1ea7n, c\u00e1c trung t\u00e2m l\u01b0u tr\u1eef s\u1ebd ho\u1ea1t \u0111\u1ed9ng nh\u01b0 nh\u1eefng n\u00fat th\u00f4ng minh trong m\u1ed9t h\u1ec7 sinh th\u00e1i k\u1ef9 thu\u1eadt s\u1ed1. Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd kh\u00f4ng thay th\u1ebf chuy\u00ean m\u00f4n c\u1ee7a con ng\u01b0\u1eddi, nh\u01b0ng n\u00f3 s\u1ebd n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 t\u1ed1c \u0111\u1ed9 ra quy\u1ebft \u0111\u1ecbnh. \u0110\u1ed1i v\u1edbi c\u00e1c c\u00f4ng ty s\u1eb5n s\u00e0ng \u0111\u1ea7u t\u01b0 v\u00e0o c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng b\u1ec1n v\u1eefng v\u00e0 t\u00edch h\u1ee3p k\u1ef9 thu\u1eadt s\u1ed1, l\u01b0u tr\u1eef s\u1ebd kh\u00f4ng c\u00f2n l\u00e0 \u0111i\u1ec3m y\u1ebfu m\u00e0 s\u1ebd tr\u1edf th\u00e0nh l\u1ee3i th\u1ebf chi\u1ebfn l\u01b0\u1ee3c.<\/p>\n<p>&nbsp;<\/p>\n<p><em>Theo FeedAndAdditive<\/em><\/p>\n<p><strong>[Ch\u0103n nu\u00f4i Vi\u1ec7t Nam]<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Trong b\u1ed1i c\u1ea3nh chu\u1ed7i cung \u1ee9ng nguy\u00ean li\u1ec7u ng\u00e0y c\u00e0ng m\u1edf r\u1ed9ng, bi\u1ebfn \u0111\u1ed5i kh\u00ed h\u1eadu di\u1ec5n bi\u1ebfn ph\u1ee9c t\u1ea1p v\u00e0 y\u00eau c\u1ea7u v\u1ec1 an to\u00e0n\u00a0T\u0102CN\u00a0ng\u00e0y c\u00e0ng cao, c\u00f4ng ngh\u1ec7 b\u1ea3o qu\u1ea3n \u0111ang tr\u1edf th\u00e0nh m\u1eaft x\u00edch quan tr\u1ecdng trong &hellip; <a class=\"kt-excerpt-readmore\" href=\"https:\/\/www.apanano.com\/vi\/news\/cong-nghe-bao-quan-thong-minh-dinh-hinh-tuong-lai-an-toan-tacn\/\" aria-label=\"C\u00f4ng ngh\u1ec7 b\u1ea3o qu\u1ea3n th\u00f4ng minh: \u0110\u1ecbnh h\u00ecnh t\u01b0\u01a1ng lai an to\u00e0n T\u0102CN\">\u0110\u1ecdc th\u00eam<\/a><\/p>\n","protected":false},"author":722,"featured_media":8198,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"sfsi_plus_gutenberg_text_before_share":"","sfsi_plus_gutenberg_show_text_before_share":"","sfsi_plus_gutenberg_icon_type":"","sfsi_plus_gutenberg_icon_alignemt":"","sfsi_plus_gutenburg_max_per_row":"","footnotes":""},"categories":[27,89],"tags":[1138,1137,1136,125],"class_list":["post-8197","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-industry-news","tag-an-toan-tacn","tag-cong-nghe-bao-quan-thong-minh","tag-cong-nghe-thuc-an-chan-nuoi","tag-thuoc-thu-y"],"_links":{"self":[{"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/posts\/8197","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/users\/722"}],"replies":[{"embeddable":true,"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/comments?post=8197"}],"version-history":[{"count":1,"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/posts\/8197\/revisions"}],"predecessor-version":[{"id":8199,"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/posts\/8197\/revisions\/8199"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/media\/8198"}],"wp:attachment":[{"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/media?parent=8197"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/categories?post=8197"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.apanano.com\/vi\/wp-json\/wp\/v2\/tags?post=8197"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}