{"id":20564,"date":"2025-07-23T09:52:59","date_gmt":"2025-07-23T02:52:59","guid":{"rendered":"https:\/\/ai4sd.vnu.edu.vn\/?page_id=20564"},"modified":"2025-07-24T14:18:14","modified_gmt":"2025-07-24T07:18:14","slug":"smart-logistics-supply-chain","status":"publish","type":"page","link":"https:\/\/ai4sd.vnu.edu.vn\/vi\/smart-logistics-supply-chain\/","title":{"rendered":"Smart Logistics & Supply Chain"},"content":{"rendered":"
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Chu\u1ed7i cung \u1ee9ng & logistics th\u00f4ng minh<\/h1>\t\t\t\t<\/div>\n\t\t\t\t
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\u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 s\u1ed1 (AI, IoT, GIS, blockchain) \u0111\u1ec3 t\u1ed1i \u01b0u ho\u00e1 v\u1eadn chuy\u1ec3n, qu\u1ea3n l\u00fd kho b\u00e3i, ph\u00e2n ph\u1ed1i th\u00f4ng minh v\u00e0 logistics xanh ph\u1ee5c v\u1ee5 ph\u00e1t tri\u1ec3n kinh t\u1ebf b\u1ec1n v\u1eefng.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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C\u00f4ng ngh\u1ec7 ch\u1ee7 ch\u1ed1t \u0111ang \u0111\u01b0\u1ee3c nghi\u00ean c\u1ee9u v\u00e0 \u1ee9ng d\u1ee5ng<\/h2>\t\t\t\t<\/div>\n\t\t
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AI<\/h4>\t\t\t\t<\/div>\n\t\t\t\t
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AI \u0111\u00f3ng vai tr\u00f2 trung t\u00e2m trong vi\u1ec7c t\u1ed1i \u01b0u ho\u00e1 ho\u1ea1t \u0111\u1ed9ng v\u1eadn t\u1ea3i. H\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng x\u00e1c \u0111\u1ecbnh tuy\u1ebfn \u0111\u01b0\u1eddng t\u1ed1i \u01b0u d\u1ef1a tr\u00ean d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c v\u1ec1 giao th\u00f4ng, th\u1eddi ti\u1ebft, v\u00e0 l\u1ecbch tr\u00ecnh. Ngo\u00e0i ra, AI c\u00f2n gi\u00fap ph\u00e2n t\u00edch h\u00e0nh vi \u0111\u1eb7t v\u00e9 v\u00e0 s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 c\u1ee7a kh\u00e1ch h\u00e0ng, t\u1eeb \u0111\u00f3 d\u1ef1 b\u00e1o nhu c\u1ea7u theo khu v\u1ef1c, khung gi\u1edd v\u00e0 m\u00f9a v\u1ee5 \u0111\u1ec3 l\u00ean k\u1ebf ho\u1ea1ch \u0111i\u1ec1u ph\u1ed1i hi\u1ec7u qu\u1ea3 h\u01a1n.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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IoT<\/h4>\t\t\t\t<\/div>\n\t\t\t\t
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C\u00e1c thi\u1ebft b\u1ecb IoT \u0111\u01b0\u1ee3c g\u1eafn tr\u00ean xe \u0111\u1ec3 thu th\u1eadp d\u1eef li\u1ec7u li\u00ean t\u1ee5c nh\u01b0 v\u1ecb tr\u00ed GPS, t\u00ecnh tr\u1ea1ng xe... D\u1eef li\u1ec7u n\u00e0y gi\u00fap gi\u00e1m s\u00e1t v\u1eadn h\u00e0nh theo th\u1eddi gian th\u1ef1c, c\u1ea3nh b\u00e1o s\u1edbm s\u1ef1 c\u1ed1, v\u00e0 t\u1ed1i \u01b0u vi\u1ec7c b\u1ea3o tr\u00ec thi\u1ebft b\u1ecb, n\u00e2ng cao \u0111\u1ed9 tin c\u1eady c\u1ee7a chu\u1ed7i cung \u1ee9ng.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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GIS<\/h4>\t\t\t\t<\/div>\n\t\t\t\t
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GIS gi\u00fap qu\u1ea3n l\u00fd v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u kh\u00f4ng gian, h\u1ed7 tr\u1ee3 x\u00e1c \u0111\u1ecbnh v\u1ecb tr\u00ed t\u1ed1i \u01b0u cho tr\u1ea1m trung chuy\u1ec3n, kho h\u00e0ng ho\u1eb7c \u0111i\u1ec3m \u0111\u00f3n\/tr\u1ea3. \u0110\u1ed3ng th\u1eddi, h\u1ec7 th\u1ed1ng cho ph\u00e9p m\u00f4 ph\u1ecfng c\u00e1c tuy\u1ebfn v\u1eadn chuy\u1ec3n, khu v\u1ef1c ph\u1ee5c v\u1ee5, \u0111\u00e1nh gi\u00e1 kh\u1ea3 n\u0103ng ti\u1ebfp c\u1eadn, t\u1eeb \u0111\u00f3 x\u00e2y d\u1ef1ng chi\u1ebfn l\u01b0\u1ee3c ph\u00e2n ph\u1ed1i hi\u1ec7u qu\u1ea3 v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Blockchain<\/h4>\t\t\t\t<\/div>\n\t\t\t\t
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Blockchain mang l\u1ea1i t\u00ednh minh b\u1ea1ch v\u00e0 kh\u00f4ng th\u1ec3 thay \u0111\u1ed5i trong vi\u1ec7c qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng. M\u1ed7i chuy\u1ebfn \u0111i,c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c g\u1eafn m\u00e3 \u0111\u1ecbnh danh duy nh\u1ea5t, ghi l\u1ea1i to\u00e0n b\u1ed9 h\u00e0nh tr\u00ecnh v\u00e0 tr\u1ea1ng th\u00e1i v\u1eadn chuy\u1ec3n. C\u00f4ng ngh\u1ec7 n\u00e0y gi\u00fap t\u0103ng t\u00ednh tin c\u1eady trong h\u1ee3p t\u00e1c \u0111a b\u00ean, \u0111\u1ea3m b\u1ea3o truy xu\u1ea5t ngu\u1ed3n g\u1ed1c h\u00e0ng h\u00f3a v\u00e0 gi\u1ea3m thi\u1ec3u r\u1ee7i ro gian l\u1eadn.<\/p>

\u00a0<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n\t\t\t\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Case Study th\u1ef1c t\u1ebf: Phi\u1ec7t H\u1ecdc \u2013 Logistics th\u00f4ng minh tr\u00ean h\u00e0nh tr\u00ecnh Th\u00e1i B\u00ecnh - H\u00e0 N\u1ed9i<\/h2>\t\t\t\t<\/div>\n\t\t
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Trang web \u0111\u1eb7t v\u00e9<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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Trang web qu\u1ea3n tr\u1ecb<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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\u1ee8ng d\u1ee5ng \u0111\u1eb7t v\u00e9<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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\u1ee8ng d\u1ee5ng \u0111i\u1ec1u ph\u1ed1i cho t\u00e0i x\u1ebf<\/h3>\t\t\t\t<\/div>\n\t\t\t\t
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Smart Logistics & Supply Chain Application of Digital Technologies (AI, IoT, GIS, Blockchain) to Optimize Transportation, Warehouse Management, Smart Distribution, […]<\/p>\n","protected":false},"author":58,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"jetpack_post_was_ever_published":false,"footnotes":""},"class_list":["post-20564","page","type-page","status-publish","hentry"],"yoast_head":"\nSmart Logistics & Supply Chain - 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