{"id":3979,"date":"2020-02-05T15:06:51","date_gmt":"2020-02-05T15:06:51","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=3979"},"modified":"2020-02-13T02:05:34","modified_gmt":"2020-02-13T02:05:34","slug":"lam-the-nao-de-cac-thiet-bi-ai-va-iot-cach-mang-hoa-viec-quan-ly-va-dich-vu-hau-can-cho-chuoi-cung-ung","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/tong-hop\/lam-the-nao-de-cac-thiet-bi-ai-va-iot-cach-mang-hoa-viec-quan-ly-va-dich-vu-hau-can-cho-chuoi-cung-ung-p3979\/","title":{"rendered":"L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 c\u00e1c thi\u1ebft b\u1ecb AI v\u00e0 IoT c\u00e1ch m\u1ea1ng h\u00f3a vi\u1ec7c qu\u1ea3n l\u00fd v\u00e0 d\u1ecbch v\u1ee5 h\u1eadu c\u1ea7n cho chu\u1ed7i cung \u1ee9ng"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>C\u0169ng nh\u01b0 nhi\u1ec1u l\u0129nh v\u1ef1c kh\u00e1c c\u1ee7a n\u1ec1n kinh t\u1ebf, cu\u1ed9c c\u00e1ch m\u1ea1ng k\u1ef9 thu\u1eadt s\u1ed1 \u0111ang c\u00f3 \u1ea3nh h\u01b0\u1edfng s\u00e2u s\u1eafc \u0111\u1ebfn ng\u00e0nh ph\u00e2n ph\u1ed1i, giao nh\u1eadn.<\/p>\n<figure style=\"width: 300px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/01\/tgmc-blog-5e21208c11425.jpg\" alt=\"Chi ti\u00eau h\u00e0ng n\u0103m cho s\u1ea3n xu\u1ea5t IoT\" width=\"300\" height=\"225\" \/><figcaption class=\"wp-caption-text\">IoT \u0111ang thay \u0111\u1ed5i c\u00e1ch c\u00e1c c\u00f4ng ty giao nh\u1eadn v\u00e0 kho v\u1eadn ti\u1ebfn h\u00e0nh ho\u1ea1t \u0111\u1ed9ng c\u1ee7a h\u1ecd<\/figcaption><\/figure>\n<p>S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa \u0111i\u1ec7n to\u00e1n di \u0111\u1ed9ng, ph\u00e2n t\u00edch v\u00e0\u00a0d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y\u00a0, t\u1ea5t c\u1ea3 \u0111\u1ec1u \u0111\u01b0\u1ee3c cung c\u1ea5p b\u1edfi Internet of Things (IoT), \u0111ang thay \u0111\u1ed5i c\u00e1ch c\u00e1c c\u00f4ng ty giao h\u00e0ng v\u00e0 kho v\u1eadn ho\u1ea1t \u0111\u1ed9ng.<\/p>\n<p>M\u1ed9t trong nh\u1eefng ph\u01b0\u01a1ng ph\u00e1p ph\u1ed5 bi\u1ebfn nh\u1ea5t \u0111\u1ec3 th\u1ef1c hi\u1ec7n vi\u1ec7c giao h\u00e0ng hi\u1ec7n nay l\u00e0 th\u00f4ng qua h\u1eadu c\u1ea7n c\u1ee7a b\u00ean th\u1ee9 ba, li\u00ean quan \u0111\u1ebfn b\u1ea5t k\u1ef3 c\u00f4ng ty n\u00e0o cung c\u1ea5p d\u1ecbch v\u1ee5 thu\u00ea ngo\u00e0i \u0111\u1ec3 v\u1eadn chuy\u1ec3n s\u1ea3n ph\u1ea9m v\u00e0 t\u00e0i nguy\u00ean t\u1eeb khu v\u1ef1c n\u00e0y sang khu v\u1ef1c kh\u00e1c.\u00a0H\u1eadu c\u1ea7n c\u1ee7a b\u00ean th\u1ee9 ba, ho\u1eb7c 3PL, c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t d\u1ecbch v\u1ee5, ch\u1eb3ng h\u1ea1n nh\u01b0 v\u1eadn chuy\u1ec3n ho\u1eb7c kho b\u00e3i, ho\u1eb7c to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng duy tr\u00ec chu\u1ed7i cung \u1ee9ng.<\/p>\n<p>Nh\u01b0ng IoT s\u1ebd thay \u0111\u1ed5i c\u00e1ch qu\u00e1 tr\u00ecnh n\u00e0y ho\u1ea1t \u0111\u1ed9ng.\u00a0D\u01b0\u1edbi \u0111\u00e2y, ch\u00fang t\u00f4i \u0111\u00e3 ph\u00e1c th\u1ea3o t\u00e1c \u0111\u1ed9ng c\u1ee7a IoT \u0111\u1ebfn chu\u1ed7i cung \u1ee9ng v\u00e0 c\u00e1ch qu\u1ea3n l\u00fd IoT s\u1ebd l\u00e0m thay \u0111\u1ed5i ng\u00e0nh kho b\u00e3i, h\u1eadu c\u1ea7n,\u00a0s\u1ea3n xu\u1ea5t\u00a0v\u00e0 h\u01a1n th\u1ebf n\u1eefa.<\/p>\n<blockquote>\n<h4>Thi\u1ebft b\u1ecb IoT Gateway &#8211; \u0110i\u1ec3m n\u1ed1i quan tr\u1ecdng cho c\u00e1c thi\u1ebft b\u1ecb IoT t\u1ea1i c\u01a1 s\u1edf<\/h4>\n<p><a href=\"https:\/\/thegioimaychu.vn\/server\/iot-embedded\/\"><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/image\/cache\/catalog\/SuperServer\/IoT%20SuperServers\/SYS-E200-9A-270x203.jpg\" \/><\/a><a href=\"https:\/\/thegioimaychu.vn\/server\/iot-embedded\/\"><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/image\/cache\/catalog\/SuperServer\/IoT%20SuperServers\/SYS-E50-9AP-270x203.jpg\" \/><\/a><\/p>\n<p>Xem <a href=\"https:\/\/thegioimaychu.vn\/server\/iot-embedded\/\">danh m\u1ee5c s\u1ea3n ph\u1ea9m IoT Gateway c\u1ee7a Supermicro<\/a><\/p><\/blockquote>\n<h2>Qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng Internet of Things<\/h2>\n<p>M\u1ed9t trong nh\u1eefng xu h\u01b0\u1edbng l\u1edbn nh\u1ea5t s\u1eb5n s\u00e0ng \u0111\u1ec3 n\u00e2ng cao qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng l\u00e0 theo d\u00f5i t\u00e0i s\u1ea3n, gi\u00fap c\u00e1c c\u00f4ng ty c\u00f3 th\u1ec3 ki\u1ec3m so\u00e1t ho\u00e0n to\u00e0n chu\u1ed7i cung \u1ee9ng v\u00e0 ho\u1ea1t \u0111\u1ed9ng h\u1eadu c\u1ea7n b\u1eb1ng c\u00e1ch cung c\u1ea5p cho h\u1ecd c\u00e1c c\u00f4ng c\u1ee5 \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh t\u1ed1t h\u01a1n v\u00e0 ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 ti\u1ec1n b\u1ea1c.\u00a0C\u00f4ng ty chuy\u1ec3n ph\u00e1t DHL v\u00e0 g\u00e3 kh\u1ed5ng l\u1ed3 c\u00f4ng ngh\u1ec7 Cisco \u01b0\u1edbc t\u00ednh v\u00e0o n\u0103m 2015 r\u1eb1ng\u00a0c\u00e1c c\u00f4ng ngh\u1ec7 IoT\u00a0nh\u01b0 gi\u1ea3i ph\u00e1p theo d\u00f5i t\u00e0i s\u1ea3n c\u00f3 th\u1ec3 c\u00f3 t\u00e1c \u0111\u1ed9ng h\u01a1n 1,9 ngh\u00ecn t\u1ef7 \u0111\u00f4 la trong chu\u1ed7i cung \u1ee9ng v\u00e0 l\u0129nh v\u1ef1c h\u1eadu c\u1ea7n.<\/p>\n<figure style=\"width: 300px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/01\/tgmc-blog-5e21208caf295.jpg\" alt=\"M\u1ed9t chi\u1ebfc xe t\u1ea3i ch\u1ea1y b\u1eb1ng \u0111i\u1ec7n c\u1ee7a t\u1eadp \u0111o\u00e0n b\u01b0u ch\u00ednh v\u00e0 h\u1eadu c\u1ea7n \u0110\u1ee9c Deutsche Post DHL \u0111\u01b0\u1ee3c ch\u1ee5p t\u1ea1i m\u1ed9t trung t\u00e2m ph\u00e2n ph\u1ed1i b\u01b0u ki\u1ec7n \u1edf Berlin.\" width=\"300\" height=\"186\" \/><figcaption class=\"wp-caption-text\">M\u1ed9t chi\u1ebfc xe t\u1ea3i ch\u1ea1y b\u1eb1ng \u0111i\u1ec7n c\u1ee7a t\u1eadp \u0111o\u00e0n b\u01b0u ch\u00ednh v\u00e0 h\u1eadu c\u1ea7n \u0110\u1ee9c Deutsche Post DHL \u0111\u01b0\u1ee3c ch\u1ee5p t\u1ea1i m\u1ed9t trung t\u00e2m ph\u00e2n ph\u1ed1i b\u01b0u ki\u1ec7n \u1edf Berlin.<\/figcaption><\/figure>\n<p>V\u00e0 s\u1ef1 chuy\u1ec3n \u0111\u1ed5i n\u00e0y \u0111\u00e3 \u0111\u01b0\u1ee3c ti\u1ebfn h\u00e0nh.\u00a0M\u1ed9t kh\u1ea3o s\u00e1t g\u1ea7n \u0111\u00e2y c\u1ee7a GT Nexus v\u00e0 Capgemini cho th\u1ea5y 70% c\u00e1c c\u00f4ng ty b\u00e1n l\u1ebb v\u00e0 s\u1ea3n xu\u1ea5t \u0111\u00e3 b\u1eaft \u0111\u1ea7u m\u1ed9t d\u1ef1 \u00e1n chuy\u1ec3n \u0111\u1ed5i k\u1ef9 thu\u1eadt s\u1ed1 trong chu\u1ed7i cung \u1ee9ng v\u00e0 ho\u1ea1t \u0111\u1ed9ng h\u1eadu c\u1ea7n c\u1ee7a h\u1ecd.<\/p>\n<p>L\u0129nh v\u1ef1c theo d\u00f5i t\u00e0i s\u1ea3n\u00a0kh\u00f4ng ph\u1ea3i l\u00e0 m\u1edbi m\u1ebd.\u00a0C\u00e1c c\u00f4ng ty v\u1eadn chuy\u1ec3n v\u00e0 giao h\u00e0ng \u0111\u00e3 s\u1eed d\u1ee5ng m\u00e1y qu\u00e9t m\u00e3 v\u1ea1ch \u0111\u1ec3 theo d\u00f5i v\u00e0 qu\u1ea3n l\u00fd kho c\u1ee7a h\u1ecd.\u00a0Nh\u01b0ng nh\u1eefng ph\u00e1t tri\u1ec3n m\u1edbi \u0111ang l\u00e0m cho c\u00e1c m\u00e1y qu\u00e9t n\u00e0y tr\u1edf n\u00ean l\u1ed7i th\u1eddi, v\u00ec ch\u00fang ch\u1ec9 c\u00f3 th\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u v\u1ec1 c\u00e1c lo\u1ea1i m\u1eb7t h\u00e0ng r\u1ed9ng h\u01a1n l\u00e0 v\u1ecb tr\u00ed ho\u1eb7c t\u00ecnh tr\u1ea1ng c\u1ee7a c\u00e1c m\u1eb7t h\u00e0ng c\u1ee5 th\u1ec3.\u00a0C\u00e1c gi\u1ea3i ph\u00e1p theo d\u00f5i t\u00e0i s\u1ea3n m\u1edbi h\u01a1n (s\u1ebd s\u1edbm c\u00f3 trong ph\u1ea7n ti\u1ebfp theo) cung c\u1ea5p d\u1eef li\u1ec7u quan tr\u1ecdng v\u00e0 kh\u1ea3 d\u1ee5ng h\u01a1n nhi\u1ec1u, \u0111\u1eb7c bi\u1ec7t l\u00e0 khi \u0111\u01b0\u1ee3c k\u1ebft h\u1ee3p v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 IoT kh\u00e1c.<\/p>\n<h2>Internet of Things Qu\u1ea3n l\u00fd t\u1ed3n kho &amp; kho b\u00e3i<\/h2>\n<p>C\u00f3 m\u1ed9t s\u1ed1 ph\u1ea7n c\u00f4ng ngh\u1ec7 m\u1edbi \u0111\u00e3 thay \u0111\u1ed5i c\u00e1ch c\u00e1c c\u00f4ng ty h\u1eadu c\u1ea7n l\u00e0m vi\u1ec7c.\u00a0\u0110\u1ea7u ti\u00ean l\u00e0 c\u00e1c th\u1ebb RFID active v\u00e0 passive, cung c\u1ea5p d\u1eef li\u1ec7u v\u1ec1 c\u00e1c h\u00e0ng h\u00f3a m\u00e0 ch\u00fang \u0111\u01b0\u1ee3c \u0111\u00ednh v\u00e0o.\u00a0S\u1ef1 kh\u00e1c bi\u1ec7t ch\u00ednh gi\u1eefa hai lo\u1ea1i n\u00e0y l\u00e0 c\u00e1c th\u1ebb passive c\u00f3 \u0103ng-ten RFID v\u00e0 vi m\u1ea1ch \u0111\u1ec3 l\u01b0u tr\u1eef th\u00f4ng tin, trong khi c\u00e1c th\u1ebb active c\u00f3 pin nu\u00f4i ngu\u1ed3n ri\u00eang v\u00e0 c\u00f3 th\u1ec3 bao g\u1ed3m c\u00e1c c\u1ea3m bi\u1ebfn b\u1ed5 sung.<\/p>\n<figure style=\"width: 300px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/01\/tgmc-blog-5e21208d28c87.jpg\" alt=\"C\u00e1c th\u1ebb RFID active v\u00e0 passive \u0111ang thay \u0111\u1ed5i c\u00e1ch c\u00e1c c\u00f4ng ty h\u1eadu c\u1ea7n l\u00e0m vi\u1ec7c\" width=\"300\" height=\"225\" \/><figcaption class=\"wp-caption-text\">C\u00e1c th\u1ebb RFID active v\u00e0 passive \u0111ang thay \u0111\u1ed5i c\u00e1ch c\u00e1c c\u00f4ng ty h\u1eadu c\u1ea7n l\u00e0m vi\u1ec7c<\/figcaption><\/figure>\n<p>Tr\u00ecnh theo d\u00f5i c\u00f3 k\u1ebft n\u1ed1i Internet s\u1eed d\u1ee5ng m\u1ea1ng t\u1ea7m xa ho\u1eb7c m\u1ea1ng di\u1ec7n r\u1ed9ng c\u00f4ng su\u1ea5t th\u1ea5p (Low Power Wide Area Networks &#8211; LPWAN) \u0111\u1ec3 cho ph\u00e9p c\u00e1c c\u00f4ng ty theo d\u00f5i c\u00e1c m\u1eb7t h\u00e0ng c\u1ee5 th\u1ec3 trong su\u1ed1t h\u00e0nh tr\u00ecnh giao h\u00e0ng c\u1ee7a h\u1ecd.\u00a0Trong c\u00f9ng m\u1ed9t h\u01b0\u1edbng, c\u00e1c m\u00e1y theo d\u00f5i v\u1ec7 tinh cung c\u1ea5p d\u1eef li\u1ec7u v\u1ecb tr\u00ed tr\u00ean m\u1ed9t v\u1eadt ph\u1ea9m g\u1ea7n nh\u01b0 \u1edf m\u1ecdi n\u01a1i tr\u00ean h\u00e0nh tinh, ngay c\u1ea3 \u1edf nh\u1eefng khu v\u1ef1c kh\u00f4ng c\u00f3 v\u00f9ng ph\u1ee7 s\u00f3ng di \u0111\u1ed9ng.<\/p>\n<p>Bluetooth tag v\u00e0 beacon cung c\u1ea5p d\u1eef li\u1ec7u theo d\u00f5i trong c\u00e1c khu v\u1ef1c nh\u1ecf h\u01a1n, h\u1ea1n ch\u1ebf h\u01a1n v\u00e0 c\u00e1c c\u00f4ng ty th\u01b0\u1eddng s\u1eed d\u1ee5ng ch\u00fang trong c\u00e1c c\u1eeda h\u00e0ng b\u00e1n l\u1ebb \u0111\u1ec3 theo d\u00f5i l\u01b0u l\u01b0\u1ee3ng kh\u00e1ch h\u00e0ng v\u00e0 cung c\u1ea5p th\u00f4ng \u0111i\u1ec7p ti\u1ebfp th\u1ecb cho c\u00e1c kh\u00e1ch h\u00e0ng \u0111\u00f3.<\/p>\n<p>Cu\u1ed1i c\u00f9ng, NFC (near-field communication), d\u1ef1a tr\u00ean c\u00e1c ti\u00eau chu\u1ea9n RFID, cho ph\u00e9p nh\u00e2n vi\u00ean s\u1eed d\u1ee5ng thi\u1ebft b\u1ecb di \u0111\u1ed9ng c\u1ee7a h\u1ecd l\u00e0m \u0111\u1ea7u \u0111\u1ecdc cho th\u1ebb NFC, mang l\u1ea1i l\u1ee3i th\u1ebf cho th\u1ebb v\u00e0 \u0111\u1ea7u \u0111\u1ecdc th\u1ebb RFID.<\/p>\n<h2>Qu\u1ea3n l\u00fd t\u1ed5 h\u1ee3p Internet of Things<\/h2>\n<p>C\u00e1c c\u00f4ng ty v\u00e0 th\u1eadm ch\u00ed ch\u00ednh ph\u1ee7 v\u1eadn h\u00e0nh s\u1ed1 l\u01b0\u1ee3ng l\u1edbn ph\u01b0\u01a1ng ti\u1ec7n th\u01b0\u1eddng xuy\u00ean s\u1eed d\u1ee5ng\u00a0c\u00e1c gi\u1ea3i ph\u00e1p\u00a0qu\u1ea3n l\u00fd \u0111\u1ed9i xe \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i\u00a0\u0111\u1ec3 l\u00e0m cho qu\u00e1 tr\u00ecnh hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\n<p>Gi\u1ed1ng nh\u01b0 qu\u1ea3n l\u00fd kho v\u00e0 kho, c\u00e1c gi\u1ea3i ph\u00e1p n\u00e0y s\u1eed d\u1ee5ng GPS v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 theo d\u00f5i kh\u00e1c \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c v\u1ec1 v\u1ecb tr\u00ed v\u00e0 ho\u1ea1t \u0111\u1ed9ng c\u1ee7a ph\u01b0\u01a1ng ti\u1ec7n.<\/p>\n<p>C\u00e1c c\u00f4ng ty \u0111ang tri\u1ec3n khai c\u00e1c gi\u1ea3i ph\u00e1p n\u00e0y theo ba c\u00e1ch ch\u00ednh:<\/p>\n<ul>\n<li>Di chuy\u1ec3n v\u00e0 ph\u00e2n ph\u1ed1i t\u00e0i s\u1ea3n v\u1eadt ch\u1ea5t:\u00a0\u00a0\u0110i\u1ec1u n\u00e0y bao g\u1ed3m c\u00e1c \u0111\u1ed9i xe t\u1ea3i s\u01a1 mi r\u01a1 mo\u00f3c ch\u1ee7 y\u1ebfu v\u1eadn chuy\u1ec3n h\u00e0ng h\u00f3a \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c \u0111\u01a1n \u0111\u1eb7t h\u00e0ng c\u1ee7a ng\u01b0\u1eddi ti\u00eau d\u00f9ng ho\u1eb7c doanh nghi\u1ec7p.\u00a0Nh\u1eefng \u0111\u1ed9i t\u00e0u c\u00f3 th\u1ec3 x\u1eed l\u00fd \u0111\u01b0\u1eddng d\u00e0i ho\u1eb7c\u00a0giao h\u00e0ng cu\u1ed1i c\u00f9ng d\u1eb7m\u00a0.<\/li>\n<li>Giao th\u00f4ng ti\u00eau d\u00f9ng:\u00a0\u00a0\u0110i\u1ec1u n\u00e0y bao g\u1ed3m c\u00e1c ch\u00ednh ph\u1ee7 v\u00e0 doanh nghi\u1ec7p s\u1eed d\u1ee5ng ph\u01b0\u01a1ng ti\u1ec7n \u0111\u1ec3 v\u1eadn chuy\u1ec3n ng\u01b0\u1eddi t\u1eeb \u0111i\u1ec3m n\u00e0y \u0111\u1ebfn \u0111i\u1ec3m kh\u00e1c.<\/li>\n<li>Ph\u01b0\u01a1ng ti\u1ec7n ph\u1ee5c v\u1ee5 t\u1ea1i hi\u1ec7n tr\u01b0\u1eddng:\u00a0\u00a0\u0110i\u1ec1u n\u00e0y bao g\u1ed3m c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n \u0111\u01b0\u1ee3c \u0111i\u1ec1u h\u00e0nh ch\u1ee7 y\u1ebfu b\u1edfi c\u00e1c doanh nghi\u1ec7p \u0111\u1ec3 v\u1eadn chuy\u1ec3n nh\u00e2n vi\u00ean khi h\u1ecd th\u1ef1c hi\u1ec7n c\u00e1c ch\u1ee9c n\u0103ng c\u00f4ng vi\u1ec7c c\u1ee7a h\u1ecd.<\/li>\n<\/ul>\n<h2>V\u00e0 c\u00f2n nhi\u1ec1u h\u01a1n n\u1eefa \u0111\u1ec3 t\u00ecm hi\u1ec3u<\/h2>\n<p>Internet of Things (IoT) \u0111ang t\u1ea1o ra s\u1ee9c m\u1ea1nh chuy\u1ec3n \u0111\u1ed5i cho c\u00e1c doanh nghi\u1ec7p, ng\u01b0\u1eddi ti\u00eau d\u00f9ng v\u00e0 ch\u00ednh ph\u1ee7.\u00a0C\u00e1c c\u00f4ng c\u1ee5 v\u00e0 c\u00f4ng ngh\u1ec7 m\u1edbi n\u1ed5i nh\u01b0 loa th\u00f4ng minh, m\u00e1y h\u1ecdc v\u00e0 5G \u0111ang cho ph\u00e9p \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 l\u1edbn v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n \u1edf nh\u00e0 v\u00e0 t\u1ea1i n\u01a1i l\u00e0m vi\u1ec7c.<\/p>\n<p>S\u1ef1 ph\u00e1t tri\u1ec3n li\u00ean t\u1ee5c c\u1ee7a ng\u00e0nh c\u00f4ng nghi\u1ec7p IoT s\u1ebd l\u00e0 m\u1ed9t l\u1ef1c l\u01b0\u1ee3ng bi\u1ebfn \u0111\u1ed5i trong t\u1ea5t c\u1ea3 c\u00e1c t\u1ed5 ch\u1ee9c.\u00a0B\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p t\u1ea5t c\u1ea3 c\u00e1c thi\u1ebft b\u1ecb hi\u1ec7n \u0111\u1ea1i c\u1ee7a ch\u00fang t\u00f4i v\u1edbi k\u1ebft n\u1ed1i internet, th\u1ecb tr\u01b0\u1eddng IoT \u0111ang tr\u00ean \u0111\u00e0 ph\u00e1t tri\u1ec3n l\u00ean t\u1edbi h\u01a1n 3,000 t\u1ec9 USD h\u00e0ng n\u0103m v\u00e0o n\u0103m 2026.<\/p>\n<p><em>Theo<\/em> BusinessInsider<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20724\">SOM &#8211; System On Module l\u00e0 g\u00ec?<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20592\">AI trong ng\u00e0nh Logistics: Nh\u1eefng l\u1ee3i \u00edch ch\u00ednh v\u00e0 \u1ee9ng d\u1ee5ng<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20003\">T\u0103ng c\u01b0\u1eddng hi\u1ec7u su\u1ea5t AI t\u1ea1i bi\u00ean v\u1edbi Lanner Edge AI Appliance v\u00e0 NVIDIA Jetson<\/a><\/li>\n<li><a 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S&#7921; k&#7871;t h&#7907;p gi&#7919;a &#273;i&#7879;n to&aacute;n di &#273;&#7897;ng, ph&acirc;n t&iacute;ch v&agrave;&nbsp;d&#7883;ch v&#7909; &#273;&aacute;m m&acirc;y&nbsp;, t&#7845;t c&#7843; &#273;&#7873;u &#273;&#432;&#7907;c cung c&#7845;p b&#7903;i Internet of Things (IoT), &#273;ang thay&#8230;<\/p>\n","protected":false},"author":2,"featured_media":4034,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[20,675,676,286],"class_list":["post-3979","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-5g","tag-edge-computing","tag-iot","tag-logistics"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 c\u00e1c thi\u1ebft b\u1ecb AI v\u00e0 IoT c\u00e1ch m\u1ea1ng h\u00f3a vi\u1ec7c qu\u1ea3n l\u00fd v\u00e0 d\u1ecbch v\u1ee5 h\u1eadu c\u1ea7n cho chu\u1ed7i cung \u1ee9ng - Blog | TheGioiMayChu<\/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:\/\/thegioimaychu.vn\/blog\/tong-hop\/lam-the-nao-de-cac-thiet-bi-ai-va-iot-cach-mang-hoa-viec-quan-ly-va-dich-vu-hau-can-cho-chuoi-cung-ung-p3979\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"L\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 c\u00e1c thi\u1ebft b\u1ecb AI v\u00e0 IoT c\u00e1ch m\u1ea1ng h\u00f3a vi\u1ec7c qu\u1ea3n l\u00fd v\u00e0 d\u1ecbch v\u1ee5 h\u1eadu c\u1ea7n cho chu\u1ed7i cung \u1ee9ng - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"C&#361;ng nh&#432; nhi&#7873;u l&#297;nh v&#7921;c kh&aacute;c c&#7911;a n&#7873;n kinh t&#7871;, cu&#7897;c c&aacute;ch m&#7841;ng k&#7929; thu&#7853;t s&#7889; &#273;ang c&oacute; &#7843;nh h&#432;&#7903;ng s&acirc;u s&#7855;c &#273;&#7871;n ng&agrave;nh ph&acirc;n ph&#7889;i, giao nh&#7853;n. 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