{"id":14120,"date":"2023-08-16T17:23:01","date_gmt":"2023-08-16T10:23:01","guid":{"rendered":"https:\/\/iotlink.com.vn\/?p=14120"},"modified":"2023-08-16T17:23:01","modified_gmt":"2023-08-16T10:23:01","slug":"ai-iot-va-dam-may-su-phat-trien-cua-cong-nghe-chuoi-cung-ung","status":"publish","type":"post","link":"https:\/\/iotlink.com.vn\/en\/ai-iot-va-dam-may-su-phat-trien-cua-cong-nghe-chuoi-cung-ung\/","title":{"rendered":"AI, IoT v\u00e0 \u0111\u00e1m m\u00e2y: S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 chu\u1ed7i cung \u1ee9ng"},"content":{"rendered":"<p style=\"text-align: justify;\"><b><i><span data-contrast=\"auto\">C\u00f4ng ngh\u1ec7 chu\u1ed7i cung \u1ee9ng v\u1edbi ba y\u1ebfu t\u1ed1 quan tr\u1ecdng &#8211; Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), Internet of Things (IoT) v\u00e0 t\u00edch h\u1ee3p \u0111\u00e1m m\u00e2y &#8211; \u0110ang h\u1ee3p nh\u1ea5t \u0111\u1ec3 t\u1ea1o ra m\u1ed9t t\u01b0\u01a1ng lai r\u1ef1c r\u1ee1 cho l\u0129nh v\u1ef1c qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng. T\u1ea1o ra m\u1ed9t h\u1ec7 th\u1ed1ng th\u00f4ng minh, linh ho\u1ea1t v\u00e0 hi\u1ec7u qu\u1ea3. \u0110\u1eb7t n\u1ec1n t\u1ea3ng cho s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a ng\u00e0nh chu\u1ed7i cung \u1ee9ng trong th\u1eddi gian t\u1edbi.<\/span><\/i><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<ul>\n<li><a href=\"https:\/\/iotlink.com.vn\/en\/iot-la-gi-kien-thuc-co-ban-ve-internet-of-things-ban-can-phai-biet\/\"><em><strong>IOT l\u00e0 g\u00ec? Ki\u1ebfn th\u1ee9c c\u01a1 b\u1ea3n v\u1ec1 Internet of things b\u1ea1n c\u1ea7n ph\u1ea3i bi\u1ebft\u00a0<\/strong><\/em><\/a><\/li>\n<\/ul>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_73 counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #eaeaea;color:#eaeaea\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #eaeaea;color:#eaeaea\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/iotlink.com.vn\/en\/ai-iot-va-dam-may-su-phat-trien-cua-cong-nghe-chuoi-cung-ung\/#AI_%E2%80%93_Tu_dong_hoa_va_nang_cao_hieu_qua\" title=\"AI &#8211; T\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3\u00a0\">AI &#8211; T\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3\u00a0<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/iotlink.com.vn\/en\/ai-iot-va-dam-may-su-phat-trien-cua-cong-nghe-chuoi-cung-ung\/#AI_ung_dung_du_bao_trong_tuong_lai\" title=\"AI \u1ee9ng d\u1ee5ng d\u1ef1 b\u00e1o trong t\u01b0\u01a1ng lai\">AI \u1ee9ng d\u1ee5ng d\u1ef1 b\u00e1o trong t\u01b0\u01a1ng lai<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/iotlink.com.vn\/en\/ai-iot-va-dam-may-su-phat-trien-cua-cong-nghe-chuoi-cung-ung\/#IoT_%E2%80%93_Ket_noi_va_giam_sat_lien_tuc\" title=\"IoT &#8211; K\u1ebft n\u1ed1i v\u00e0 gi\u00e1m s\u00e1t li\u00ean t\u1ee5c\u00a0\">IoT &#8211; K\u1ebft n\u1ed1i v\u00e0 gi\u00e1m s\u00e1t li\u00ean t\u1ee5c\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/iotlink.com.vn\/en\/ai-iot-va-dam-may-su-phat-trien-cua-cong-nghe-chuoi-cung-ung\/#Dam_may_%E2%80%93_Tich_hop_va_truy_cap_de_dang\" title=\"\u0110\u00e1m m\u00e2y &#8211; T\u00edch h\u1ee3p v\u00e0 truy c\u1eadp d\u1ec5 d\u00e0ng\u00a0\">\u0110\u00e1m m\u00e2y &#8211; T\u00edch h\u1ee3p v\u00e0 truy c\u1eadp d\u1ec5 d\u00e0ng\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/iotlink.com.vn\/en\/ai-iot-va-dam-may-su-phat-trien-cua-cong-nghe-chuoi-cung-ung\/#Ung_dung_AI_IoT_va_dam_may_vao_cong_nghe_chuoi_cung_ung_tren_Map4D\" title=\"\u1ee8ng d\u1ee5ng AI, IoT v\u00e0 \u0111\u00e1m m\u00e2y v\u00e0o c\u00f4ng ngh\u1ec7 chu\u1ed7i cung \u1ee9ng tr\u00ean Map4D\u00a0\">\u1ee8ng d\u1ee5ng AI, IoT v\u00e0 \u0111\u00e1m m\u00e2y v\u00e0o c\u00f4ng ngh\u1ec7 chu\u1ed7i cung \u1ee9ng tr\u00ean Map4D\u00a0<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/iotlink.com.vn\/en\/ai-iot-va-dam-may-su-phat-trien-cua-cong-nghe-chuoi-cung-ung\/#Tri_tue_nhan_tao_AI\" title=\"Artificial Intelligence (AI)\u00a0\">Artificial Intelligence (AI)\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/iotlink.com.vn\/en\/ai-iot-va-dam-may-su-phat-trien-cua-cong-nghe-chuoi-cung-ung\/#IoT_Internet_of_Things\" title=\"IoT\u00a0(Internet of Things)\u00a0\">IoT\u00a0(Internet of Things)\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/iotlink.com.vn\/en\/ai-iot-va-dam-may-su-phat-trien-cua-cong-nghe-chuoi-cung-ung\/#Dam_may\" title=\"\u0110\u00e1m m\u00e2y\u00a0\">\u0110\u00e1m m\u00e2y\u00a0<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"AI_%E2%80%93_Tu_dong_hoa_va_nang_cao_hieu_qua\"><\/span><b><span data-contrast=\"auto\">AI &#8211; T\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">C\u00e1c doanh nghi\u1ec7p chu\u1ed7i cung \u1ee9ng ph\u1ea3i n\u00e2ng cao hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng kinh doanh c\u1ee7a m\u00ecnh. V\u00ec s\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a th\u01b0\u01a1ng m\u1ea1i \u0111i\u1ec7n t\u1eed v\u00e0 s\u1ef1 gia t\u0103ng c\u1ee7a ho\u1ea1t \u0111\u1ed9ng giao h\u00e0ng.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111ang d\u1ea7n gi\u00fap doanh nghi\u1ec7p chuy\u1ec3n sang t\u1ef1 \u0111\u1ed9ng h\u00f3a quy tr\u00ecnh. T\u1eadn d\u1ee5ng c\u00e1c <a href=\"https:\/\/logistics.gov.vn\/dich-vu-logistics\/dich-vu-khac\/intralogistics-tiem-nang-tai-thi-truong-chau-a\"><em><strong>c\u00f4ng ngh\u1ec7 intralogistics<\/strong><\/em><\/a> (l\u00e0 qu\u00e1 tr\u00ecnh t\u1ed1i \u01b0u h\u00f3a, t\u00edch h\u1ee3p, t\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 qu\u1ea3n l\u00fd t\u1ea5t c\u1ea3 c\u00e1c lu\u1ed3ng v\u1eadt ch\u1ea5t h\u1eadu c\u1ea7n trong m\u1ed9t nh\u00e0 kho ho\u1eb7c trung t\u00e2m ph\u00e2n ph\u1ed1i). \u0110\u1ec3 t\u1ed1i \u01b0u h\u00f3a qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng, t\u0103ng l\u1ee3i th\u1ebf c\u1ea1nh tranh.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">Theo Gartner, c\u00e1c d\u1ea1ng robot intralogistics th\u00f4ng minh \u0111\u01b0\u1ee3c kho\u1ea3ng 75% doanh nghi\u1ec7p l\u1edbn \u00e1p d\u1ee5ng trong ho\u1ea1t \u0111\u1ed9ng kho h\u00e0ng c\u1ee7a h\u1ecd.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">\u1ee8ng d\u1ee5ng AI v\u00e0 h\u1ec7 th\u1ed1ng b\u1ea3n \u0111\u1ed3 \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng quy tr\u00ecnh cung \u1ee9ng h\u00e0ng h\u00f3a, robot th\u00f4ng minh. H\u1ed7 tr\u1ee3 con ng\u01b0\u1eddi c\u00e1c nhi\u1ec7m v\u1ee5 \u0111\u01a1n gi\u1ea3n, t\u1ebb nh\u1ea1t, gi\u1ea3m b\u1edbt l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c v\u00e0 r\u00fat ng\u1eafn th\u1eddi gian cung \u1ee9ng. <\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">T\u1ef1 \u0111\u1ed9ng h\u00f3a d\u1ef1a tr\u00ean AI s\u1ebd cho ph\u00e9p thi\u1ebft l\u1eadp, t\u1ed5 ch\u1ee9c l\u1ea1i c\u00e1c quy m\u00f4 v\u1eadn h\u00e0nh logistics t\u1ed1i \u01b0u v\u00e0 \u0111\u1ed5i m\u1edbi. T\u0103ng n\u0103ng su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">Ngo\u00e0i ra, AI v\u00e0 Machine learning (h\u1ecdc m\u00e1y) c\u00f3 th\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u b\u1ecb ph\u00e2n m\u1ea3nh t\u1eeb c\u00e1c IoT. V\u00e0 bi\u1ebfn th\u00e0nh d\u1eef li\u1ec7u th\u00f4ng tin chi ti\u1ebft \u0111\u1ec3 DN c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng vi\u1ec7c ra quy\u1ebft \u0111\u1ecbnh, d\u1ef1 b\u00e1o v\u00e0 qu\u1ea3n l\u00fd.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">Doanh nghi\u1ec7p \u0111ang d\u00f9ng d\u1eef li\u1ec7u m\u00e0 AI x\u1eed l\u00fd t\u1eeb c\u00e1c c\u00f4ng vi\u1ec7c h\u1eb1ng ng\u00e0y \u0111\u1ebfn c\u00e1c vi\u1ec7c ph\u1ee9c t\u1ea1p h\u01a1n.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<figure id=\"attachment_14121\" aria-describedby=\"caption-attachment-14121\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img fetchpriority=\"high\" decoding=\"async\" class=\"size-large wp-image-14121\" src=\"https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/AI-Tu-dong-hoa-va-nang-cao-hieu-qua-chuoi-cung-ung-1024x577.jpg\" alt=\"AI - T\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3 chu\u1ed7i cung \u1ee9ng\" width=\"800\" height=\"451\" srcset=\"https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/AI-Tu-dong-hoa-va-nang-cao-hieu-qua-chuoi-cung-ung-1024x577.jpg 1024w, https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/AI-Tu-dong-hoa-va-nang-cao-hieu-qua-chuoi-cung-ung-300x169.jpg 300w, https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/AI-Tu-dong-hoa-va-nang-cao-hieu-qua-chuoi-cung-ung-768x432.jpg 768w, https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/AI-Tu-dong-hoa-va-nang-cao-hieu-qua-chuoi-cung-ung-1536x865.jpg 1536w, https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/AI-Tu-dong-hoa-va-nang-cao-hieu-qua-chuoi-cung-ung-18x10.jpg 18w, https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/AI-Tu-dong-hoa-va-nang-cao-hieu-qua-chuoi-cung-ung.jpg 1920w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-14121\" class=\"wp-caption-text\">AI &#8211; T\u1ef1 \u0111\u1ed9ng h\u00f3a v\u00e0 n\u00e2ng cao hi\u1ec7u qu\u1ea3 chu\u1ed7i cung \u1ee9ng<\/figcaption><\/figure>\n<h3><span class=\"ez-toc-section\" id=\"AI_ung_dung_du_bao_trong_tuong_lai\"><\/span><em><strong>AI \u1ee9ng d\u1ee5ng d\u1ef1 b\u00e1o trong t\u01b0\u01a1ng lai<\/strong><\/em><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">Trong t\u01b0\u01a1ng lai, d\u1ef1 b\u00e1o l\u00e0 l\u0129nh v\u1ef1c \u0111\u1ea7y h\u1ee9a h\u1eb9n c\u1ee7a AI v\u00e0 Machine learning. V\u00ec kh\u00f4ng ch\u1ec9 t\u0103ng s\u1ef1 c\u00f3 s\u1eb5n m\u00e0 c\u00f2n gi\u1ea3m b\u1edbt hi\u1ec7u \u1ee9ng bullwhip (hi\u1ec7n t\u01b0\u1ee3ng d\u1ef1 b\u00e1o nhu c\u1ea7u \u1ea3o di\u1ec5n ra trong chu\u1ed7i cung \u1ee9ng). Ch\u00fang th\u1ef1c hi\u1ec7n b\u1eb1ng c\u00e1ch chuy\u1ec3n \u0111\u1ed5i data \u1edf qu\u00e1 kh\u1ee9 v\u00e0 th\u1eddi gian th\u1ef1c \u1edf hi\u1ec7n t\u1ea1i \u0111\u1ec3 d\u1ef1 b\u00e1o v\u1ec1 nhu c\u1ea7u t\u01b0\u01a1ng lai.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">AI \u0111\u00e3 tr\u1edf thanh t\u00e0i s\u1ea3n c\u00f3 gi\u00e1 tr\u00ed cao c\u1ee7a doanh nghi\u1ec7p trong vi\u1ec7c t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh. C\u1ea3i thi\u1ec7n n\u00e2ng cao khi chu\u1ed7i cung \u1ee9ng tr\u1edf n\u00ean ph\u1ee9c t\u1ea1p v\u00e0 th\u1ecb tr\u01b0\u1eddng bi\u1ebfn \u0111\u1ed9ng h\u01a1n.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">V\u00ed d\u1ee5, m\u1ed9t doanh nghi\u1ec7p s\u1ea3n xu\u1ea5t c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng AI \u0111\u1ec3 d\u1ef1 \u0111o\u00e1n nhu c\u1ea7u c\u1ee7a th\u1ecb tr\u01b0\u1eddng v\u00e0 \u0111i\u1ec1u ch\u1ec9nh s\u1ea3n xu\u1ea5t d\u1ef1a tr\u00ean d\u1ef1 b\u00e1o n\u00e0y. \u0110i\u1ec1u n\u00e0y gi\u00fap tr\u00e1nh t\u00ecnh tr\u1ea1ng d\u01b0 th\u1eeba ho\u1eb7c thi\u1ebfu h\u1ee5t h\u00e0ng t\u1ed3n kho.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"IoT_%E2%80%93_Ket_noi_va_giam_sat_lien_tuc\"><\/span><b><span data-contrast=\"auto\">IoT &#8211; K\u1ebft n\u1ed1i v\u00e0 gi\u00e1m s\u00e1t li\u00ean t\u1ee5c<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">IoT\u00a0(Internet of Things) l\u00e0 m\u1ed9t th\u00e0nh ph\u1ea7n kh\u00f4ng th\u1ec3 thi\u1ebfu trong t\u01b0\u01a1ng lai c\u1ee7a chu\u1ed7i cung \u1ee9ng.\u00a0\u0110\u1eb7c bi\u1ec7t, c\u00e1c thi\u1ebft b\u1ecb IoT gi\u00fap c\u00e1c doanh nghi\u1ec7p c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i v\u00e0 cung c\u1ea5p d\u1eef li\u1ec7u chi ti\u1ebft ch\u1ea5t l\u01b0\u1ee3ng cao.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">N\u00e2ng cao kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb, gi\u00e1m s\u00e1t h\u00e0ng h\u00f3a.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Qu\u1ea3n l\u00fd, t\u1ed1i \u01b0u d\u1ecbch v\u1ee5 kh\u00e1ch h\u00e0ng.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">D\u1eef li\u1ec7u t\u1eeb IoT thu th\u1eadp \u0111\u01b0a v\u00e0o \u0111\u00e1m m\u00e2y v\u00e0 AI \u0111\u1ec3 ph\u00e2n t\u00edch chuy\u00ean s\u00e2u.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"3\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559683&quot;:0,&quot;335559684&quot;:-2,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" aria-setsize=\"-1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">Mang l\u1ea1i hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng v\u00e0 th\u1eddi gian v\u1eadn chuy\u1ec3n, \u0111\u01b0a ra d\u1ef1 b\u00e1o ch\u00ednh x\u00e1c h\u01a1n.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">C\u00e1c thi\u1ebft b\u1ecb IoT c\u00f3 th\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u nh\u01b0 nhi\u1ec7t \u0111\u1ed9, \u0111\u1ed9 \u1ea9m, t\u1ed1c \u0111\u1ed9 di chuy\u1ec3n&#8230; Nh\u1eefng th\u00f4ng tin n\u00e0y gi\u00fap ng\u01b0\u1eddi qu\u1ea3n l\u00fd, v\u1eadn h\u00e0nh d\u1ec5 d\u00e0ng gi\u1ea3i quy\u1ebft nhanh ch\u00f3ng c\u00e1c v\u1ea5n \u0111\u1ec1 ph\u00e1t sinh.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">Kh\u00f4ng ch\u1ec9 ri\u00eang qu\u00e1 tr\u00ecnh v\u1eadn chuy\u00ean cung \u1ee9ng h\u00e0ng h\u00f3a m\u00e0 c\u00f2n trong vi\u1ec7c qu\u1ea3n l\u00fd t\u1ed3n kho. S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa thi\u1ebft b\u1ecb IoT v\u00e0 AI \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t m\u1ea1ng l\u01b0\u1edbi th\u00f4ng minh, ch\u00eca kh\u00f3a then ch\u1ed1t cho c\u00f4ng ngh\u1ec7 chu\u1ed7i cung \u1ee9ng.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">V\u00ed d\u1ee5, trong ng\u00e0nh n\u00f4ng nghi\u1ec7p, c\u00e1c c\u1ea3m bi\u1ebfn c\u00f3 th\u1ec3 gi\u00fap theo d\u00f5i t\u00ecnh tr\u1ea1ng c\u1ee7a c\u00e2y tr\u1ed3ng, \u0111\u1ed9 \u1ea9m \u0111\u1ea5t v\u00e0 th\u1eadm ch\u00ed d\u1ef1 \u0111o\u00e1n th\u1eddi ti\u1ebft. Gi\u00fap n\u00f4ng d\u00e2n ra quy\u1ebft \u0111\u1ecbnh t\u1ed1t h\u01a1n v\u1ec1 vi\u1ec7c gieo tr\u1ed3ng v\u00e0 ch\u0103m s\u00f3c. T\u1eeb \u0111\u00f3 cho ra l\u01b0\u1ee3ng n\u00f4ng s\u1ea3n \u0111\u00e1p \u1ee9ng nhu c\u1ea7u th\u1ecb tr\u01b0\u1eddng.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<figure id=\"attachment_14124\" aria-describedby=\"caption-attachment-14124\" style=\"width: 772px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-full wp-image-14124\" src=\"https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/IoT-Ket-noi-va-giam-sat-lien-tuc-chuoi-cung-ung.png\" alt=\"IoT - K\u1ebft n\u1ed1i v\u00e0 gi\u00e1m s\u00e1t li\u00ean t\u1ee5c chu\u1ed7i cung \u1ee9ng\" width=\"772\" height=\"512\" srcset=\"https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/IoT-Ket-noi-va-giam-sat-lien-tuc-chuoi-cung-ung.png 772w, https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/IoT-Ket-noi-va-giam-sat-lien-tuc-chuoi-cung-ung-300x199.png 300w, https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/IoT-Ket-noi-va-giam-sat-lien-tuc-chuoi-cung-ung-768x509.png 768w, https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/IoT-Ket-noi-va-giam-sat-lien-tuc-chuoi-cung-ung-18x12.png 18w\" sizes=\"(max-width: 772px) 100vw, 772px\" \/><figcaption id=\"caption-attachment-14124\" class=\"wp-caption-text\">IoT &#8211; K\u1ebft n\u1ed1i v\u00e0 gi\u00e1m s\u00e1t li\u00ean t\u1ee5c chu\u1ed7i cung \u1ee9ng<\/figcaption><\/figure>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Dam_may_%E2%80%93_Tich_hop_va_truy_cap_de_dang\"><\/span><b><span data-contrast=\"auto\">\u0110\u00e1m m\u00e2y &#8211; T\u00edch h\u1ee3p v\u00e0 truy c\u1eadp d\u1ec5 d\u00e0ng<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">T\u00edch h\u1ee3p \u0111\u00e1m m\u00e2y mang l\u1ea1i kh\u1ea3 n\u0103ng l\u01b0u tr\u1eef v\u00e0 chia s\u1ebb d\u1eef li\u1ec7u t\u1eeb m\u1ecdi n\u01a1i v\u00e0 b\u1ea5t k\u1ef3 thi\u1ebft b\u1ecb n\u00e0o c\u00f3 k\u1ebft n\u1ed1i Internet. \u0110i\u1ec1u n\u00e0y h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng t\u1eeb xa. T\u1ea1o \u0111i\u1ec1u ki\u1ec7n thu\u1eadn l\u1ee3i cho h\u1ee3p t\u00e1c gi\u1eefa c\u00e1c b\u00ean kh\u00e1c nhau.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">T\u1eadn d\u1ee5ng c\u00e1c gi\u1ea3i ph\u00e1p d\u1ef1a tr\u00ean \u0111\u00e1m m\u00e2y \u0111\u1ec3 n\u00e2ng cao kh\u1ea3 n\u0103ng s\u1ed1 h\u00f3a. C\u00e1c DN c\u00f3 th\u1ec3 \u0111\u1ea3m b\u1ea3o ho\u1ea1t \u0111\u1ed9ng kinh doanh li\u00ean t\u1ee5c t\u1ed1t h\u01a1n. \u0110\u00e1p \u1ee9ng nhanh h\u01a1n v\u00e0 ch\u00ednh x\u00e1c h\u01a1n nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng v\u1edbi s\u1ef1 nhanh nh\u1eb9n v\u00e0 linh ho\u1ea1t h\u01a1n.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">V\u00ed d\u1ee5, m\u1ed9t doanh nghi\u1ec7p v\u1eadn chuy\u1ec3n h\u00e0ng h\u00f3a c\u00f3 th\u1ec3 theo d\u00f5i v\u1ecb tr\u00ed v\u00e0 t\u00ecnh tr\u1ea1ng c\u1ee7a c\u00e1c container th\u00f4ng qua h\u1ec7 th\u1ed1ng \u0111\u00e1m m\u00e2y. Th\u00f4ng tin n\u00e0y c\u00f3 th\u1ec3 truy c\u1eadp b\u1edfi c\u1ea3 ng\u01b0\u1eddi qu\u1ea3n l\u00fd, nh\u00e0 cung c\u1ea5p v\u00e0 kh\u00e1ch h\u00e0ng.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<figure id=\"attachment_14126\" aria-describedby=\"caption-attachment-14126\" style=\"width: 800px\" class=\"wp-caption aligncenter\"><img decoding=\"async\" class=\"size-large wp-image-14126\" src=\"https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/Dam-may-Tich-hop-va-truy-cap-de-dang-1024x575.jpg\" alt=\"\u0110\u00e1m m\u00e2y - T\u00edch h\u1ee3p v\u00e0 truy c\u1eadp d\u1ec5 d\u00e0ng\" width=\"800\" height=\"449\" srcset=\"https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/Dam-may-Tich-hop-va-truy-cap-de-dang-1024x575.jpg 1024w, https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/Dam-may-Tich-hop-va-truy-cap-de-dang-300x169.jpg 300w, https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/Dam-may-Tich-hop-va-truy-cap-de-dang-768x431.jpg 768w, https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/Dam-may-Tich-hop-va-truy-cap-de-dang-18x10.jpg 18w, https:\/\/iotlink.com.vn\/wp-content\/uploads\/2023\/08\/Dam-may-Tich-hop-va-truy-cap-de-dang.jpg 1280w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/><figcaption id=\"caption-attachment-14126\" class=\"wp-caption-text\">\u0110\u00e1m m\u00e2y &#8211; T\u00edch h\u1ee3p v\u00e0 truy c\u1eadp d\u1ec5 d\u00e0ng<\/figcaption><\/figure>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Ung_dung_AI_IoT_va_dam_may_vao_cong_nghe_chuoi_cung_ung_tren_Map4D\"><\/span><b><span data-contrast=\"auto\">\u1ee8ng d\u1ee5ng AI, IoT v\u00e0 \u0111\u00e1m m\u00e2y v\u00e0o c\u00f4ng ngh\u1ec7 chu\u1ed7i cung \u1ee9ng tr\u00ean Map4D<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Tri_tue_nhan_tao_AI\"><\/span><b><i><span data-contrast=\"auto\">Artificial Intelligence (AI)<\/span><\/i><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">H\u1ec7 th\u1ed1ng AI \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p trong \u1ee9ng d\u1ee5ng Map4D c\u00f3 kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n t\u00ecnh h\u00ecnh giao th\u00f4ng v\u00e0 th\u1eddi ti\u1ebft. D\u1ef1a tr\u00ean d\u1eef li\u1ec7u t\u1eeb c\u00e1c ngu\u1ed3n. Nh\u01b0 d\u1eef li\u1ec7u tr\u00ean \u0111\u01b0\u1eddng, th\u00f4ng tin th\u1eddi ti\u1ebft th\u1eddi gian th\u1ef1c v\u00e0 l\u1ecbch s\u1eed giao th\u00f4ng. AI d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c kh\u1ea3 n\u0103ng xu\u1ea5t hi\u1ec7n t\u1eafc ngh\u1ebdn giao th\u00f4ng. Ho\u1eb7c thay \u0111\u1ed5i th\u1eddi ti\u1ebft d\u1ecdc \u0111\u01b0\u1eddng v\u1eadn chuy\u1ec3n h\u00e0ng h\u00f3a.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"IoT_Internet_of_Things\"><\/span><b><i><span data-contrast=\"auto\">IoT\u00a0(Internet of Things)<\/span><\/i><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">C\u00e1c ph\u01b0\u01a1ng ti\u1ec7n v\u1eadn chuy\u1ec3n \u0111\u01b0\u1ee3c g\u1eafn \u0111\u1ecbnh v\u1ecb IoT \u0111\u1ec3 theo d\u00f5i v\u1ecb tr\u00ed, l\u1ed9 tr\u00ecnh, t\u00ecnh tr\u1ea1ng h\u00e0ng h\u00f3a trong qu\u00e1 tr\u00ecnh v\u1eadn chuy\u1ec3n. Th\u00f4ng tin t\u1eeb c\u1ea3m bi\u1ebfn \u0111\u01b0\u1ee3c t\u1ef1 \u0111\u1ed9ng g\u1eedi \u0111\u1ebfn h\u1ec7 th\u1ed1ng \u0111\u00e1m m\u00e2y.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Dam_may\"><\/span><b><i><span data-contrast=\"auto\">\u0110\u00e1m m\u00e2y<\/span><\/i><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span data-contrast=\"auto\">D\u1eef li\u1ec7u t\u1eeb c\u1ea3 AI v\u00e0 c\u1ea3m bi\u1ebfn IoT \u0111\u01b0\u1ee3c t\u1ed5ng h\u1ee3p v\u00e0 l\u01b0u tr\u1eef tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y. C\u00f3 th\u1ec3 truy c\u1eadp d\u1eef li\u1ec7u n\u00e0y t\u1eeb b\u1ea5t k\u1ef3 \u0111\u00e2u th\u00f4ng qua app ho\u1eb7c giao di\u1ec7n web.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<ul>\n<li><a href=\"https:\/\/iotlink.com.vn\/en\/giai-dap-cac-thac-mac-thuong-gap-ve-tri-tue-nhan-tao\/\"><strong><em>Gi\u1ea3i \u0111\u00e1p c\u00e1c th\u1eafc m\u1eafc th\u01b0\u1eddng g\u1eb7p v\u1ec1 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) <\/em><\/strong><\/a><\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>C\u00f4ng ngh\u1ec7 chu\u1ed7i cung \u1ee9ng v\u1edbi ba y\u1ebfu t\u1ed1 quan tr\u1ecdng &#8211; Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), Internet of Things (IoT) v\u00e0 t\u00edch h\u1ee3p \u0111\u00e1m m\u00e2y &#8211; \u0110ang h\u1ee3p nh\u1ea5t \u0111\u1ec3 t\u1ea1o ra m\u1ed9t t\u01b0\u01a1ng lai r\u1ef1c r\u1ee1 cho l\u0129nh v\u1ef1c qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng. T\u1ea1o ra m\u1ed9t h\u1ec7 th\u1ed1ng th\u00f4ng minh, linh ho\u1ea1t [&hellip;]<\/p>","protected":false},"author":1,"featured_media":14122,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[241,137,391,81,392],"class_list":["post-14120","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-cong-nghe","tag-chuoi-cung-ung","tag-cong-nghe","tag-dam-may","tag-iot","tag-su-phat-trien"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.0 (Yoast SEO v24.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI, IoT v\u00e0 \u0111\u00e1m m\u00e2y: S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 chu\u1ed7i cung \u1ee9ng<\/title>\n<meta name=\"description\" content=\"C\u00f4ng ngh\u1ec7 chu\u1ed7i cung \u1ee9ng v\u1edbi AI, IoT v\u00e0 t\u00edch h\u1ee3p \u0111\u00e1m m\u00e2y - \u0110ang h\u1ee3p nh\u1ea5t \u0111\u1ec3 t\u1ea1o ra m\u1ed9t t\u01b0\u01a1ng lai r\u1ef1c r\u1ee1 cho l\u0129nh v\u1ef1c qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/iotlink.com.vn\/en\/ai-iot-va-dam-may-su-phat-trien-cua-cong-nghe-chuoi-cung-ung\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI, IoT v\u00e0 \u0111\u00e1m m\u00e2y: S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a c\u00f4ng ngh\u1ec7 chu\u1ed7i cung \u1ee9ng\" \/>\n<meta property=\"og:description\" content=\"C\u00f4ng ngh\u1ec7 chu\u1ed7i cung \u1ee9ng v\u1edbi AI, IoT v\u00e0 t\u00edch h\u1ee3p \u0111\u00e1m m\u00e2y - 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