{"id":6,"date":"2025-12-01T10:06:11","date_gmt":"2025-12-01T10:06:11","guid":{"rendered":"https:\/\/vitallab.growthrowstory.com\/?p=6"},"modified":"2025-12-01T10:06:11","modified_gmt":"2025-12-01T10:06:11","slug":"nguoi-nong-dan-dua-tren-du-lieu-dua-ra-quyet-dinh-thong-minh-hon-voi-trackfarm","status":"publish","type":"post","link":"https:\/\/vitallab.growthrowstory.com\/?p=6","title":{"rendered":"Ng\u01b0\u1eddi n\u00f4ng d\u00e2n d\u1ef1a tr\u00ean d\u1eef li\u1ec7u: \u0110\u01b0a ra quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh h\u01a1n v\u1edbi Trackfarm"},"content":{"rendered":"

H\u00e0 N\u1ed9i, Vi\u1ec7t Nam<\/strong> \u2013 Trong b\u1ed1i c\u1ea3nh ng\u00e0nh ch\u0103n nu\u00f4i to\u00e0n c\u1ea7u \u0111ang \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c ch\u01b0a t\u1eebng c\u00f3 v\u1ec1 chi ph\u00ed, d\u1ecbch b\u1ec7nh v\u00e0 nhu c\u1ea7u b\u1ec1n v\u1eefng, m\u1ed9t gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 m\u1edbi \u0111ang n\u1ed5i l\u00ean nh\u01b0 m\u1ed9t tia hy v\u1ecdng: Trackfarm<\/strong>. \u0110\u00e2y kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd trang tr\u1ea1i th\u00f4ng th\u01b0\u1eddng, m\u00e0 l\u00e0 m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng d\u1eef li\u1ec7u, bi\u1ebfn ng\u01b0\u1eddi n\u00f4ng d\u00e2n truy\u1ec1n th\u1ed1ng th\u00e0nh nh\u1eefng nh\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u, \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh ch\u00ednh x\u00e1c v\u00e0 k\u1ecbp th\u1eddi, t\u1ed1i \u01b0u h\u00f3a m\u1ecdi kh\u00eda c\u1ea1nh c\u1ee7a vi\u1ec7c ch\u0103n nu\u00f4i l\u1ee3n.<\/p>\n

Cu\u1ed9c C\u00e1ch M\u1ea1ng D\u1eef Li\u1ec7u Trong N\u00f4ng Nghi\u1ec7p<\/h2>\n

N\u00f4ng nghi\u1ec7p, \u0111\u1eb7c bi\u1ec7t l\u00e0 ch\u0103n nu\u00f4i l\u1ee3n, t\u1eeb l\u00e2u \u0111\u00e3 d\u1ef1a v\u00e0o kinh nghi\u1ec7m v\u00e0 quan s\u00e1t tr\u1ef1c quan. Tuy nhi\u00ean, ph\u01b0\u01a1ng ph\u00e1p n\u00e0y ng\u00e0y c\u00e0ng tr\u1edf n\u00ean kh\u00f4ng hi\u1ec7u qu\u1ea3 khi quy m\u00f4 trang tr\u1ea1i t\u0103ng l\u00ean v\u00e0 c\u00e1c y\u1ebfu t\u1ed1 r\u1ee7i ro tr\u1edf n\u00ean ph\u1ee9c t\u1ea1p h\u01a1n. Trackfarm \u0111\u00e3 thay \u0111\u1ed5i ho\u00e0n to\u00e0n cu\u1ed9c ch\u01a1i b\u1eb1ng c\u00e1ch \u0111\u01b0a Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o (AI) v\u00e0 Internet V\u1ea1n V\u1eadt (IoT) v\u00e0o chu\u1ed3ng tr\u1ea1i.<\/p>\n

H\u1ec7 th\u1ed1ng n\u00e0y thu th\u1eadp h\u00e0ng t\u1ef7 \u0111i\u1ec3m d\u1eef li\u1ec7u m\u1ed7i ng\u00e0y \u2013 t\u1eeb nhi\u1ec7t \u0111\u1ed9, \u0111\u1ed9 \u1ea9m, n\u1ed3ng \u0111\u1ed9 kh\u00ed \u0111\u1ed9c trong chu\u1ed3ng, \u0111\u1ebfn h\u00e0nh vi \u0103n u\u1ed1ng, v\u1eadn \u0111\u1ed9ng v\u00e0 th\u1eadm ch\u00ed l\u00e0 \u00e2m thanh c\u1ee7a t\u1eebng con l\u1ee3n. B\u1eb1ng c\u00e1ch bi\u1ebfn chu\u1ed3ng tr\u1ea1i th\u00e0nh m\u1ed9t ph\u00f2ng th\u00ed nghi\u1ec7m d\u1eef li\u1ec7u s\u1ed1ng, Trackfarm cung c\u1ea5p m\u1ed9t c\u00e1i nh\u00ecn s\u00e2u s\u1eafc, kh\u00e1ch quan m\u00e0 m\u1eaft th\u01b0\u1eddng kh\u00f4ng th\u1ec3 th\u1ea5y \u0111\u01b0\u1ee3c.<\/p>\n

\"C\u1ea3m<\/p>\n

C\u00f4ng Ngh\u1ec7 C\u1ed1t L\u00f5i: Thu Th\u1eadp D\u1eef Li\u1ec7u Ch\u00ednh X\u00e1c<\/h2>\n

Tr\u00e1i tim c\u1ee7a Trackfarm l\u00e0 m\u1ea1ng l\u01b0\u1edbi c\u1ea3m bi\u1ebfn v\u00e0 thi\u1ebft b\u1ecb IoT ti\u00ean ti\u1ebfn. C\u00e1c c\u1ea3m bi\u1ebfn m\u00f4i tr\u01b0\u1eddng \u0111\u01b0\u1ee3c l\u1eafp \u0111\u1eb7t chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ec3 theo d\u00f5i c\u00e1c y\u1ebfu t\u1ed1 vi kh\u00ed h\u1eadu quan tr\u1ecdng. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p ng\u01b0\u1eddi n\u00f4ng d\u00e2n duy tr\u00ec m\u1ed9t m\u00f4i tr\u01b0\u1eddng s\u1ed1ng l\u00fd t\u01b0\u1edfng, gi\u1ea3m thi\u1ec3u stress nhi\u1ec7t v\u00e0 c\u00e1c b\u1ec7nh h\u00f4 h\u1ea5p.<\/p>\n

Quan tr\u1ecdng h\u01a1n, Trackfarm s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 nh\u1eadn d\u1ea1ng h\u00ecnh \u1ea3nh v\u00e0 c\u1ea3m bi\u1ebfn \u00e2m thanh \u0111\u1ec3 theo d\u00f5i t\u1eebng c\u00e1 th\u1ec3 l\u1ee3n. H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 nh\u1eadn bi\u1ebft s\u1ef1 thay \u0111\u1ed5i nh\u1ecf nh\u1ea5t trong th\u00f3i quen \u0103n u\u1ed1ng, m\u1ee9c \u0111\u1ed9 ho\u1ea1t \u0111\u1ed9ng, ho\u1eb7c th\u1eadm ch\u00ed l\u00e0 ti\u1ebfng ho b\u1ea5t th\u01b0\u1eddng. D\u1eef li\u1ec7u n\u00e0y \u0111\u01b0\u1ee3c truy\u1ec1n v\u1ec1 \u0111\u00e1m m\u00e2y, n\u01a1i c\u00e1c thu\u1eadt to\u00e1n AI \u0111\u1ed9c quy\u1ec1n c\u1ee7a Trackfarm ph\u00e2n t\u00edch v\u00e0 chuy\u1ec3n th\u00e0nh th\u00f4ng tin h\u00e0nh \u0111\u1ed9ng.<\/p>\n

Gi\u00e1m S\u00e1t S\u1ee9c Kh\u1ecfe v\u00e0 H\u1ec7 Th\u1ed1ng C\u1ea3nh B\u00e1o S\u1edbm<\/h2>\n

M\u1ed9t trong nh\u1eefng l\u1ee3i \u00edch l\u1edbn nh\u1ea5t c\u1ee7a Trackfarm l\u00e0 kh\u1ea3 n\u0103ng ph\u00f2ng ng\u1eeba d\u1ecbch b\u1ec7nh. Thay v\u00ec ph\u1ea3n \u1ee9ng khi b\u1ec7nh \u0111\u00e3 b\u00f9ng ph\u00e1t, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c d\u1ea5u hi\u1ec7u s\u1edbm c\u1ee7a b\u1ec7nh t\u1eadt tr\u01b0\u1edbc khi ch\u00fang tr\u1edf n\u00ean nghi\u00eam tr\u1ecdng.<\/p>\n

V\u00ed d\u1ee5, n\u1ebfu m\u1ed9t con l\u1ee3n b\u1eaft \u0111\u1ea7u \u0103n \u00edt h\u01a1n 10% so v\u1edbi m\u1ee9c trung b\u00ecnh c\u1ee7a n\u00f3 trong 24 gi\u1edd, ho\u1eb7c n\u1ebfu nhi\u1ec7t \u0111\u1ed9 c\u01a1 th\u1ec3 t\u0103ng nh\u1eb9, h\u1ec7 th\u1ed1ng s\u1ebd ngay l\u1eadp t\u1ee9c g\u1eedi c\u1ea3nh b\u00e1o \u0111\u1ebfn \u0111i\u1ec7n tho\u1ea1i c\u1ee7a ng\u01b0\u1eddi qu\u1ea3n l\u00fd. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p can thi\u1ec7p k\u1ecbp th\u1eddi, c\u00e1ch ly c\u00e1 th\u1ec3 b\u1ecb \u1ea3nh h\u01b0\u1edfng v\u00e0 ng\u0103n ch\u1eb7n s\u1ef1 l\u00e2y lan trong to\u00e0n b\u1ed9 \u0111\u00e0n.<\/p>\n

\"M\u00e0n<\/p>\n

Kh\u1ea3 n\u0103ng n\u00e0y kh\u00f4ng ch\u1ec9 c\u1ee9u s\u1ed1ng v\u1eadt nu\u00f4i m\u00e0 c\u00f2n gi\u1ea3m \u0111\u00e1ng k\u1ec3 vi\u1ec7c s\u1eed d\u1ee5ng kh\u00e1ng sinh, m\u1ed9t y\u1ebfu t\u1ed1 quan tr\u1ecdng trong vi\u1ec7c \u0111\u00e1p \u1ee9ng c\u00e1c ti\u00eau chu\u1ea9n an to\u00e0n th\u1ef1c ph\u1ea9m qu\u1ed1c t\u1ebf v\u00e0 xu h\u01b0\u1edbng ch\u0103n nu\u00f4i b\u1ec1n v\u1eefng.<\/p>\n

T\u1ed1i \u01afu H\u00f3a Hi\u1ec7u Su\u1ea5t Th\u1ee9c \u0102n v\u00e0 Qu\u1ea3n L\u00fd T\u00e0i Nguy\u00ean<\/h2>\n

Chi ph\u00ed th\u1ee9c \u0103n chi\u1ebfm ph\u1ea7n l\u1edbn trong t\u1ed5ng chi ph\u00ed ch\u0103n nu\u00f4i. Trackfarm gi\u00fap t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c s\u1eed d\u1ee5ng th\u1ee9c \u0103n th\u00f4ng qua c\u00e1c h\u1ec7 th\u1ed1ng cho \u0103n t\u1ef1 \u0111\u1ed9ng \u0111\u01b0\u1ee3c \u0111i\u1ec1u khi\u1ec3n b\u1eb1ng d\u1eef li\u1ec7u.<\/p>\n

H\u1ec7 th\u1ed1ng t\u00ednh to\u00e1n kh\u1ea9u ph\u1ea7n \u0103n ch\u00ednh x\u00e1c cho t\u1eebng nh\u00f3m l\u1ee3n d\u1ef1a tr\u00ean giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n, c\u00e2n n\u1eb7ng \u01b0\u1edbc t\u00ednh v\u00e0 m\u1ee5c ti\u00eau t\u0103ng tr\u01b0\u1edfng. \u0110i\u1ec1u n\u00e0y \u0111\u1ea3m b\u1ea3o r\u1eb1ng l\u1ee3n nh\u1eadn \u0111\u01b0\u1ee3c l\u01b0\u1ee3ng dinh d\u01b0\u1ee1ng t\u1ed1i \u01b0u, tr\u00e1nh l\u00e3ng ph\u00ed th\u1ee9c \u0103n v\u00e0 \u0111\u1ea1t \u0111\u01b0\u1ee3c t\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i th\u1ee9c \u0103n (FCR) t\u1ed1t nh\u1ea5t.<\/p>\n

\"H\u1ec7<\/p>\n

B\u00ean c\u1ea1nh th\u1ee9c \u0103n, Trackfarm c\u00f2n qu\u1ea3n l\u00fd hi\u1ec7u qu\u1ea3 vi\u1ec7c s\u1eed d\u1ee5ng n\u01b0\u1edbc, \u0111i\u1ec7n v\u00e0 c\u00e1c ngu\u1ed3n l\u1ef1c kh\u00e1c. B\u1eb1ng c\u00e1ch theo d\u00f5i v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u ti\u00eau th\u1ee5, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 x\u00e1c \u0111\u1ecbnh c\u00e1c \u0111i\u1ec3m r\u00f2 r\u1ec9 ho\u1eb7c l\u00e3ng ph\u00ed, gi\u00fap trang tr\u1ea1i ti\u1ebft ki\u1ec7m chi ph\u00ed v\u1eadn h\u00e0nh \u0111\u00e1ng k\u1ec3.<\/p>\n

Vai Tr\u00f2 M\u1edbi C\u1ee7a Ng\u01b0\u1eddi N\u00f4ng D\u00e2n: Nh\u00e0 Ph\u00e2n T\u00edch D\u1eef Li\u1ec7u<\/h2>\n

V\u1edbi Trackfarm, c\u00f4ng vi\u1ec7c c\u1ee7a ng\u01b0\u1eddi n\u00f4ng d\u00e2n kh\u00f4ng c\u00f2n l\u00e0 lao \u0111\u1ed9ng ch\u00e2n tay n\u1eb7ng nh\u1ecdc m\u00e0 chuy\u1ec3n sang qu\u1ea3n l\u00fd v\u00e0 ph\u00e2n t\u00edch. H\u1ecd \u0111\u01b0\u1ee3c trang b\u1ecb m\u1ed9t b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n (dashboard) tr\u1ef1c quan, hi\u1ec3n th\u1ecb t\u1ea5t c\u1ea3 c\u00e1c ch\u1ec9 s\u1ed1 quan tr\u1ecdng c\u1ee7a trang tr\u1ea1i theo th\u1eddi gian th\u1ef1c.<\/p>\n

B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n n\u00e0y cung c\u1ea5p c\u00e1c b\u00e1o c\u00e1o chi ti\u1ebft v\u1ec1 hi\u1ec7u su\u1ea5t \u0111\u00e0n, s\u1ee9c kh\u1ecfe c\u00e1 th\u1ec3, v\u00e0 hi\u1ec7u qu\u1ea3 t\u00e0i ch\u00ednh. Ng\u01b0\u1eddi n\u00f4ng d\u00e2n c\u00f3 th\u1ec3 truy c\u1eadp th\u00f4ng tin n\u00e0y m\u1ecdi l\u00fac, m\u1ecdi n\u01a1i th\u00f4ng qua \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng ho\u1eb7c m\u00e1y t\u00ednh b\u1ea3ng.<\/p>\n

\"Ng\u01b0\u1eddi<\/p>\n

Vi\u1ec7c \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh tr\u1edf n\u00ean d\u1ec5 d\u00e0ng h\u01a1n bao gi\u1edd h\u1ebft. Thay v\u00ec \u0111o\u00e1n m\u00f2, ng\u01b0\u1eddi n\u00f4ng d\u00e2n c\u00f3 th\u1ec3 d\u1ef1a v\u00e0o c\u00e1c d\u1ef1 \u0111o\u00e1n v\u00e0 khuy\u1ebfn ngh\u1ecb \u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi AI c\u1ee7a Trackfarm. V\u00ed d\u1ee5, h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n th\u1eddi \u0111i\u1ec3m l\u00fd t\u01b0\u1edfng \u0111\u1ec3 xu\u1ea5t chu\u1ed3ng nh\u1eb1m \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1ee9c gi\u00e1 v\u00e0 tr\u1ecdng l\u01b0\u1ee3ng t\u1ed1i \u01b0u.<\/p>\n\n\n\n\n\n\n\n\n
Ch\u1ec9 s\u1ed1 (Metric)<\/th>\nTr\u01b0\u1edbc Trackfarm (Before Trackfarm)<\/th>\nSau Trackfarm (After Trackfarm)<\/th>\nC\u1ea3i thi\u1ec7n (Improvement)<\/th>\n<\/tr>\n<\/thead>\n
T\u1ef7 l\u1ec7 t\u1eed vong (Mortality Rate)<\/td>\n5.0%<\/td>\n1.5%<\/td>\n70%<\/td>\n<\/tr>\n
T\u1ef7 l\u1ec7 chuy\u1ec3n \u0111\u1ed5i th\u1ee9c \u0103n (FCR)<\/td>\n2.8<\/td>\n2.5<\/td>\n10.7%<\/td>\n<\/tr>\n
Th\u1eddi gian ph\u00e1t hi\u1ec7n b\u1ec7nh (Disease Detection Time)<\/td>\n2-3 ng\u00e0y<\/td>\nV\u00e0i gi\u1edd<\/td>\n\u0110\u00e1ng k\u1ec3<\/td>\n<\/tr>\n
L\u1ee3i nhu\u1eadn\/con (Profit\/Pig)<\/td>\nGi\u1ea3 \u0111\u1ecbnh X<\/td>\nX + 15%<\/td>\n15%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

Ph\u00e2n T\u00edch Chuy\u00ean S\u00e2u: B\u1ea3ng \u0110i\u1ec1u Khi\u1ec3n D\u1eef Li\u1ec7u<\/h2>\n

B\u1ea3ng \u0111i\u1ec1u khi\u1ec3n c\u1ee7a Trackfarm kh\u00f4ng ch\u1ec9 l\u00e0 n\u01a1i hi\u1ec3n th\u1ecb s\u1ed1 li\u1ec7u; n\u00f3 l\u00e0 trung t\u00e2m ch\u1ec9 huy chi\u1ebfn l\u01b0\u1ee3c. N\u00f3 t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n v\u00e0 tr\u00ecnh b\u00e0y ch\u00fang d\u01b0\u1edbi d\u1ea1ng bi\u1ec3u \u0111\u1ed3 v\u00e0 \u0111\u1ed3 th\u1ecb d\u1ec5 hi\u1ec3u, cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng nhanh ch\u00f3ng n\u1eafm b\u1eaft t\u00ecnh h\u00ecnh v\u00e0 xu h\u01b0\u1edbng.<\/p>\n

C\u00e1c t\u00ednh n\u0103ng ph\u00e2n t\u00edch bao g\u1ed3m:<\/p>\n