{"id":540,"date":"2025-05-16T16:38:31","date_gmt":"2025-05-16T09:38:31","guid":{"rendered":"https:\/\/thuysanmientay.com\/tin-tuc-thuy-san\/?p=540"},"modified":"2025-05-16T16:38:32","modified_gmt":"2025-05-16T09:38:32","slug":"nuoi-trong-thuy-san-chinh-xac-phuong-phap-tich-hop-thi-giac-may-tinh-va-iot-de-toi-uu-hoa-viec-cho-an-ca-ro-phi","status":"publish","type":"post","link":"https:\/\/thuysanmientay.com\/tin-tuc-thuy-san\/nuoi-trong-thuy-san-chinh-xac-phuong-phap-tich-hop-thi-giac-may-tinh-va-iot-de-toi-uu-hoa-viec-cho-an-ca-ro-phi\/","title":{"rendered":"Nu\u00f4i tr\u1ed3ng th\u1ee7y s\u1ea3n ch\u00ednh x\u00e1c: Ph\u01b0\u01a1ng ph\u00e1p t\u00edch h\u1ee3p th\u1ecb gi\u00e1c m\u00e1y t\u00ednh v\u00e0 IoT \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c cho \u0103n c\u00e1 r\u00f4 phi"},"content":{"rendered":"\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\ud83c\udf0a Nu\u00f4i tr\u1ed3ng th\u1ee7y s\u1ea3n ch\u00ednh x\u00e1c: T\u00edch h\u1ee3p th\u1ecb gi\u00e1c m\u00e1y t\u00ednh v\u00e0 IoT trong vi\u1ec7c cho \u0103n c\u00e1 r\u00f4 phi<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Gi\u1edbi thi\u1ec7u<\/h3>\n\n\n\n<p>Trong ng\u00e0nh nu\u00f4i tr\u1ed3ng th\u1ee7y s\u1ea3n, vi\u1ec7c qu\u1ea3n l\u00fd th\u1ee9c \u0103n cho c\u00e1 \u0111\u00f3ng vai tr\u00f2 quan tr\u1ecdng, chi\u1ebfm \u0111\u1ebfn 40% t\u1ed5ng chi ph\u00ed s\u1ea3n xu\u1ea5t. Vi\u1ec7c cho \u0103n kh\u00f4ng ch\u00ednh x\u00e1c kh\u00f4ng ch\u1ec9 g\u00e2y l\u00e3ng ph\u00ed t\u00e0i nguy\u00ean m\u00e0 c\u00f2n \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ch\u1ea5t l\u01b0\u1ee3ng n\u01b0\u1edbc v\u00e0 s\u1ee9c kh\u1ecfe c\u1ee7a c\u00e1. \u0110\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y, c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u \u0111\u00e3 ph\u00e1t tri\u1ec3n m\u1ed9t h\u1ec7 th\u1ed1ng k\u1ebft h\u1ee3p gi\u1eefa th\u1ecb gi\u00e1c m\u00e1y t\u00ednh v\u00e0 Internet v\u1ea1n v\u1eadt (IoT) nh\u1eb1m t\u1ed1i \u01b0u h\u00f3a qu\u00e1 tr\u00ecnh cho \u0103n c\u00e1 r\u00f4 phi.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Ph\u01b0\u01a1ng ph\u00e1p nghi\u00ean c\u1ee9u<\/h3>\n\n\n\n<p>Nghi\u00ean c\u1ee9u \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1edfi Rania Hossam, Ahmed Heakl v\u00e0 Walid Gomaa, s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh YOLOv8 \u0111\u1ec3 ph\u00e1t hi\u1ec7n c\u00e1c \u0111i\u1ec3m \u0111\u1eb7c tr\u01b0ng tr\u00ean c\u01a1 th\u1ec3 c\u00e1, t\u1eeb \u0111\u00f3 \u01b0\u1edbc t\u00ednh tr\u1ecdng l\u01b0\u1ee3ng c\u00e1 d\u1ef1a tr\u00ean chi\u1ec1u d\u00e0i c\u01a1 th\u1ec3. H\u1ec7 th\u1ed1ng c\u00f2n t\u00edch h\u1ee3p c\u1ea3m bi\u1ebfn IoT \u0111\u1ec3 gi\u00e1m s\u00e1t c\u00e1c th\u00f4ng s\u1ed1 m\u00f4i tr\u01b0\u1eddng nh\u01b0 pH, oxy h\u00f2a tan v\u00e0 nhi\u1ec7t \u0111\u1ed9 n\u01b0\u1edbc, gi\u00fap \u0111i\u1ec1u ch\u1ec9nh l\u01b0\u1ee3ng th\u1ee9c \u0103n ph\u00f9 h\u1ee3p v\u1edbi \u0111i\u1ec1u ki\u1ec7n th\u1ef1c t\u1ebf.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">K\u1ebft qu\u1ea3 \u0111\u1ea1t \u0111\u01b0\u1ee3c<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0110\u1ed9 ch\u00ednh x\u00e1c cao<\/strong>: M\u00f4 h\u00ecnh YOLOv8 \u0111\u1ea1t \u0111\u1ed9 ch\u00ednh x\u00e1c 94% trong vi\u1ec7c ph\u00e1t hi\u1ec7n c\u00e1c \u0111i\u1ec3m \u0111\u1eb7c tr\u01b0ng v\u00e0 96% trong vi\u1ec7c \u0111\u1ebfm s\u1ed1 l\u01b0\u1ee3ng c\u00e1.<\/li>\n\n\n\n<li><strong>T\u0103ng n\u0103ng su\u1ea5t<\/strong>: \u01af\u1edbc t\u00ednh n\u0103ng su\u1ea5t c\u00f3 th\u1ec3 t\u0103ng l\u00ean \u0111\u1ebfn 58 l\u1ea7n so v\u1edbi ph\u01b0\u01a1ng ph\u00e1p nu\u00f4i truy\u1ec1n th\u1ed1ng nh\u1edd v\u00e0o vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a l\u01b0\u1ee3ng th\u1ee9c \u0103n v\u00e0 c\u1ea3i thi\u1ec7n ch\u1ea5t l\u01b0\u1ee3ng n\u01b0\u1edbc.<\/li>\n\n\n\n<li><strong>\u1ee8ng d\u1ee5ng th\u1ef1c t\u1ebf<\/strong>: H\u1ec7 th\u1ed1ng \u0111\u00e3 \u0111\u01b0\u1ee3c tri\u1ec3n khai th\u1eed nghi\u1ec7m t\u1ea1i c\u00e1c trang tr\u1ea1i nu\u00f4i c\u00e1, cho th\u1ea5y hi\u1ec7u qu\u1ea3 r\u00f5 r\u1ec7t trong vi\u1ec7c gi\u1ea3m chi ph\u00ed v\u00e0 t\u0103ng tr\u01b0\u1edfng nhanh ch\u00f3ng c\u1ee7a c\u00e1.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">H\u1ec7 th\u1ed1ng IoT v\u00e0 \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng<\/h3>\n\n\n\n<p>H\u1ec7 th\u1ed1ng IoT \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf v\u1edbi c\u00e1c c\u1ea3m bi\u1ebfn pH, oxy h\u00f2a tan v\u00e0 nhi\u1ec7t \u0111\u1ed9 n\u01b0\u1edbc, k\u1ebft n\u1ed1i v\u1edbi vi \u0111i\u1ec1u khi\u1ec3n STM32F103C8 qua giao th\u1ee9c MQTT. D\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c truy\u1ec1n t\u1ea3i \u0111\u1ebfn \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng, cho ph\u00e9p ng\u01b0\u1eddi nu\u00f4i theo d\u00f5i v\u00e0 \u0111i\u1ec1u ch\u1ec9nh qu\u00e1 tr\u00ecnh cho \u0103n t\u1eeb xa, \u0111\u1ea3m b\u1ea3o m\u00f4i tr\u01b0\u1eddng nu\u00f4i lu\u00f4n \u1ed5n \u0111\u1ecbnh v\u00e0 hi\u1ec7u qu\u1ea3.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Vi\u1ec7c k\u1ebft h\u1ee3p th\u1ecb gi\u00e1c m\u00e1y t\u00ednh v\u00e0 IoT trong nu\u00f4i tr\u1ed3ng th\u1ee7y s\u1ea3n kh\u00f4ng ch\u1ec9 gi\u00fap t\u1ed1i \u01b0u h\u00f3a qu\u00e1 tr\u00ecnh cho \u0103n m\u00e0 c\u00f2n n\u00e2ng cao hi\u1ec7u qu\u1ea3 s\u1ea3n xu\u1ea5t v\u00e0 b\u1ea3o v\u1ec7 m\u00f4i tr\u01b0\u1eddng. \u0110\u00e2y l\u00e0 b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng trong vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i s\u1ed1 ng\u00e0nh n\u00f4ng nghi\u1ec7p, h\u01b0\u1edbng t\u1edbi m\u1ed9t t\u01b0\u01a1ng lai b\u1ec1n v\u1eefng v\u00e0 th\u00f4ng minh h\u01a1n.<\/h3>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n","protected":false},"excerpt":{"rendered":"<p>\ud83c\udf0a Nu\u00f4i tr\u1ed3ng th\u1ee7y s\u1ea3n ch\u00ednh x\u00e1c: T\u00edch h\u1ee3p th\u1ecb gi\u00e1c m\u00e1y t\u00ednh v\u00e0 IoT trong vi\u1ec7c cho \u0103n c\u00e1 r\u00f4 phi Gi\u1edbi thi\u1ec7u Trong ng\u00e0nh nu\u00f4i tr\u1ed3ng th\u1ee7y s\u1ea3n,&hellip;<\/p>\n","protected":false},"author":1,"featured_media":419,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[111],"tags":[],"class_list":["post-540","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-khoa-hoc-cong-nghe"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.8.1 - 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