{"id":46486,"date":"2026-03-10T18:18:50","date_gmt":"2026-03-10T11:18:50","guid":{"rendered":"https:\/\/saigonbiz.com\/vn\/?p=46486"},"modified":"2026-03-11T07:11:26","modified_gmt":"2026-03-11T00:11:26","slug":"mit-ctl-va-mecalux-phat-trien-mo-phong-dua-tren-ai-toi-uu-hoa-ton-kho-giua-cac-kho-hang","status":"publish","type":"post","link":"https:\/\/saigonbiz.com\/vn\/mit-ctl-va-mecalux-phat-trien-mo-phong-dua-tren-ai-toi-uu-hoa-ton-kho-giua-cac-kho-hang\/","title":{"rendered":"MIT CTL v\u00e0 Mecalux ph\u00e1t tri\u1ec3n m\u00f4 ph\u1ecfng d\u1ef1a tr\u00ean AI t\u1ed1i \u01b0u h\u00f3a t\u1ed3n kho gi\u1eefa c\u00e1c kho h\u00e0ng"},"content":{"rendered":"

\u2022 N\u1ec1n t\u1ea3ng v\u1eadn h\u00e0nh b\u1eb1ng thu\u1eadt to\u00e1n di truy\u1ec1n, \u0111\u1ec1 xu\u1ea5t m\u1ee9c t\u1ed3n kho t\u1ed1i \u01b0u v\u00e0 chi\u1ebfn l\u01b0\u1ee3c v\u1eadn chuy\u1ec3n<\/strong><\/p>\n

\u2022 Gi\u1ea3i ph\u00e1p gi\u00fap doanh nghi\u1ec7p m\u00f4 ph\u1ecfng nhi\u1ec1u k\u1ecbch b\u1ea3n chi\u1ebfn thu\u1eadt, gi\u1ea3m thi\u1ec3u chi ph\u00ed m\u00e0 kh\u00f4ng lo h\u1ebft h\u00e0ng<\/strong><\/p>\n

Cambridge (Massachusetts), ng\u00e0y 10\/3\/2026. Trung t\u00e2m V\u1eadn t\u1ea3i & Logistics thu\u1ed9c Vi\u1ec7n C\u00f4ng ngh\u1ec7 Massachusetts (MIT CTL) v\u00e0 Mecalux \u0111\u00e3 h\u1ee3p t\u00e1c ph\u00e1t tri\u1ec3n m\u1ed9t m\u00f4 ph\u1ecfng d\u1ef1a tr\u00ean tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o c\u00f3 kh\u1ea3 n\u0103ng t\u1ed1i \u01b0u h\u00f3a ph\u00e2n b\u1ed5 t\u1ed3n kho gi\u1eefa c\u00e1c kho h\u00e0ng trong c\u00f9ng m\u1ed9t m\u1ea1ng l\u01b0\u1edbi logistics. N\u1ec1n t\u1ea3ng mang t\u00ean Genetic Evaluation & Simulation for Inventory Strategy (GENESIS) s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y ti\u00ean ti\u1ebfn \u0111\u1ec3 ph\u00e2n t\u00edch h\u00e0ng ngh\u00ecn k\u1ecbch b\u1ea3n, t\u1eeb \u0111\u00f3 x\u00e1c \u0111\u1ecbnh ch\u00ednh x\u00e1c m\u1ee9c t\u1ed3n kho t\u1ed1i \u01b0u t\u1ea1i t\u1eebng kho v\u00e0 th\u1eddi \u0111i\u1ec3m c\u1ea7n b\u1ed5 sung h\u00e0ng.<\/em><\/p>\n

C\u00f4ng c\u1ee5 n\u00e0y xem x\u00e9t to\u00e0n b\u1ed9 c\u00e1c y\u1ebfu t\u1ed1 th\u1ef1c t\u1ebf nh\u01b0 d\u1ef1 b\u00e1o nhu c\u1ea7u theo khu v\u1ef1c, chi ph\u00ed v\u1eadn chuy\u1ec3n v\u00e0 n\u0103ng l\u1ef1c v\u1eadn h\u00e0nh c\u1ee7a t\u1eebng kho \u0111\u1ec3 th\u1eed nghi\u1ec7m nhi\u1ec1u ch\u00ednh s\u00e1ch b\u1ed5 sung t\u1ed3n kho kh\u00e1c nhau m\u00e0 kh\u00f4ng l\u00e0m gi\u00e1n \u0111o\u1ea1n ho\u1ea1t \u0111\u1ed9ng th\u1ef1c t\u1ebf. \u201cThu\u1eadt to\u00e1n di truy\u1ec1n cho ph\u00e9p ch\u1ea1y \u0111\u1ed3ng th\u1eddi h\u00e0ng lo\u1ea1t m\u00f4 ph\u1ecfng v\u1edbi c\u00e1c tham s\u1ed1 kh\u00e1c nhau cho \u0111\u1ebfn khi t\u00ecm ra chi\u1ebfn l\u01b0\u1ee3c logistics hi\u1ec7u qu\u1ea3 nh\u1ea5t. Doanh nghi\u1ec7p c\u00f3 th\u1ec3 so s\u00e1nh c\u00e1c k\u1ecbch b\u1ea3n v\u00e0 l\u1ef1a ch\u1ecdn ph\u01b0\u01a1ng \u00e1n ph\u00f9 h\u1ee3p nh\u1ea5t v\u1edbi m\u00f4 h\u00ecnh v\u1eadn h\u00e0nh c\u1ee7a m\u00ecnh\u201d, TS. Matthias Winkenbach, Gi\u00e1m \u0111\u1ed1c Nghi\u00ean c\u1ee9u Trung t\u00e2m V\u1eadn t\u1ea3i & Logistics MIT ki\u00eam Tr\u01b0\u1edfng Ph\u00f2ng th\u00ed nghi\u1ec7m H\u1ec7 th\u1ed1ng Logistics Th\u00f4ng minh, cho bi\u1ebft.<\/p>\n

Sau khi nh\u1eadp d\u1eef li\u1ec7u v\u00e0 c\u00e1c bi\u1ebfn s\u1ed1, GENESIS s\u1ebd t\u1ef1 \u0111\u1ed9ng \u0111\u01b0a ra gi\u1ea3i ph\u00e1p t\u1ed1i \u01b0u k\u00e8m theo b\u1ed9 b\u1ea3ng \u0111i\u1ec1u khi\u1ec3n th\u1ed1ng k\u00ea chi ti\u1ebft. Ng\u01b0\u1eddi d\u00f9ng c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng ph\u00e2n t\u00edch c\u00e1c ch\u1ec9 s\u1ed1 quan tr\u1ecdng nh\u01b0 m\u00f4 h\u00ecnh ti\u00eau th\u1ee5, khu v\u1ef1c c\u00f3 bi\u1ebfn \u0111\u1ed9ng nhu c\u1ea7u cao, c\u00e1c m\u00e3 h\u00e0ng (SKU) d\u1ec5 b\u1ecb h\u1ebft h\u00e0ng nh\u1ea5t ho\u1eb7c kho n\u00e0o \u0111ang g\u1eb7p v\u1ea5n \u0111\u1ec1 v\u1ec1 ngu\u1ed3n cung.<\/p>\n

Ph\u00e2n ph\u1ed1i l\u1ea1i tr\u01b0\u1edbc khi mua h\u00e0ng<\/strong><\/p>\n

M\u1ed9t trong nh\u1eefng t\u00ednh n\u0103ng n\u1ed5i b\u1eadt c\u1ee7a GENESIS l\u00e0 kh\u1ea3 n\u0103ng t\u00e1i c\u00e2n b\u1eb1ng t\u1ed3n kho gi\u1eefa c\u00e1c kho. Thay v\u00ec l\u1eadp t\u1ee9c \u0111\u1eb7t \u0111\u01a1n h\u00e0ng m\u1edbi v\u1edbi nh\u00e0 cung c\u1ea5p, h\u1ec7 th\u1ed1ng s\u1ebd ki\u1ec3m tra xem c\u00f3 n\u00ean chuy\u1ec3n h\u00e0ng t\u1eeb kho kh\u00e1c \u0111ang d\u01b0 th\u1eeba hay kh\u00f4ng. Nh\u1edd \u0111\u00f3, doanh nghi\u1ec7p ti\u1ebft ki\u1ec7m chi ph\u00ed \u0111\u00e1ng k\u1ec3 v\u00e0 t\u1eadn d\u1ee5ng t\u1ed1i \u0111a l\u01b0\u1ee3ng h\u00e0ng s\u1eb5n c\u00f3.<\/p>\n

H\u1ec7 th\u1ed1ng c\u00f2n \u0111\u01b0a ra khuy\u1ebfn ngh\u1ecb c\u1ee5 th\u1ec3 v\u1ec1 t\u1ed5 ch\u1ee9c v\u1eadn chuy\u1ec3n, ch\u1eb3ng h\u1ea1n n\u00ean gom h\u00e0ng \u0111\u1ec3 t\u1ed1i \u01b0u t\u1ea3i tr\u1ecdng xe t\u1ea3i hay th\u1ef1c hi\u1ec7n \u0111\u01a1n h\u00e0ng t\u1eeb kho g\u1ea7n nh\u1ea5t nh\u1eb1m r\u00fat ng\u1eafn th\u1eddi gian giao v\u00e0 gi\u1ea3m chi ph\u00ed.<\/p>\n

\u201cTh\u00e1ch th\u1ee9c th\u1ef1c s\u1ef1 kh\u00f4ng ph\u1ea3i l\u00e0 t\u00ecm ra thu\u1eadt to\u00e1n \u0111\u00fang \u0111\u1eafn \u2014 m\u00e0 l\u00e0 l\u00e0m cho n\u00f3 \u0111\u1ee7 nhanh \u0111\u1ec3 c\u00f3 th\u1ec3 \u00e1p d\u1ee5ng th\u1ef1c t\u1ebf. Ch\u00fang t\u00f4i \u0111\u00e3 ph\u00e1t tri\u1ec3n GENESIS t\u1eeb \u0111\u1ea7u (t\u1eeb con s\u1ed1 0) \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 h\u00e0ng ngh\u00ecn k\u1ecbch b\u1ea3n \u0111\u1ed3ng th\u1eddi thay v\u00ec x\u1eed l\u00fd tu\u1ea7n t\u1ef1. Nh\u1eefng g\u00ec tr\u01b0\u1edbc \u0111\u00e2y m\u1ea5t h\u00e0ng ng\u00e0y gi\u1edd ch\u1ec9 m\u1ea5t v\u00e0i ph\u00fat, \u0111i\u1ec1u n\u00e0y cho ph\u00e9p c\u00e1c c\u00f4ng ty s\u1eed d\u1ee5ng n\u00f3 cho vi\u1ec7c l\u1eadp k\u1ebf ho\u1ea1ch chi\u1ebfn thu\u1eadt th\u1ef1c s\u1ef1, ch\u1ee9 kh\u00f4ng ch\u1ec9 d\u1eebng l\u1ea1i \u1edf ph\u00e2n t\u00edch l\u00fd thuy\u1ebft,\u201d \u00f4ng Rodrigo Hermosilla, K\u1ef9 s\u01b0 Nghi\u00ean c\u1ee9u Ph\u00f2ng th\u00ed nghi\u1ec7m H\u1ec7 th\u1ed1ng Logistics Th\u00f4ng minh MIT, chia s\u1ebb.<\/p>\n

Kh\u00e1c v\u1edbi c\u00e1c gi\u1ea3i ph\u00e1p ph\u00e2n t\u00edch chuy\u00ean s\u00e2u ch\u1ec9 d\u00e0nh cho k\u1ef9 thu\u1eadt vi\u00ean, GENESIS \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf th\u00e2n thi\u1ec7n, ph\u00f9 h\u1ee3p v\u1edbi c\u1ea3 \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt l\u1eabn l\u00e3nh \u0111\u1ea1o doanh nghi\u1ec7p. \u201cM\u1ee5c ti\u00eau c\u1ee7a ch\u00fang t\u00f4i l\u00e0 gi\u00fap c\u00e1c c\u00f4ng ty gi\u1ea3m thi\u1ec3u t\u1ed5ng chi ph\u00ed logistics \u0111\u1ed3ng th\u1eddi duy tr\u00ec m\u1ee9c d\u1ecbch v\u1ee5 cao nh\u1ea5t\u201d, \u00f4ng Javier Carrillo, T\u1ed5ng Gi\u00e1m \u0111\u1ed1c Mecalux, nh\u1ea5n m\u1ea1nh.<\/p>\n

C\u00e1c \u1ee9ng d\u1ee5ng AI s\u1eafp t\u1edbi<\/strong><\/p>\n

GENESIS l\u00e0 m\u1ed9t trong nh\u1eefng k\u1ebft qu\u1ea3 \u0111\u1ea7u ti\u00ean c\u1ee7a ch\u01b0\u01a1ng tr\u00ecnh h\u1ee3p t\u00e1c gi\u1eefa Mecalux v\u00e0 MIT CTL. Hai b\u00ean hi\u1ec7n \u0111ang b\u01b0\u1edbc v\u00e0o giai \u0111o\u1ea1n m\u1edbi, t\u1eadp trung m\u1edf r\u1ed9ng \u1ee9ng d\u1ee5ng AI v\u00e0o nhi\u1ec1u quy tr\u00ecnh logistics kh\u00e1c nh\u01b0 b\u1ed5 sung n\u1ed9i b\u1ed9, m\u00f4 h\u00ecnh s\u1ed1 (digital twin) cho h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef t\u1ef1 \u0111\u1ed9ng m\u1eadt \u0111\u1ed9 cao v\u00e0 t\u1ed1i \u01b0u v\u1ecb tr\u00ed h\u00e0ng h\u00f3a (slotting optimization).<\/p>\n

V\u1ec1 MIT CTL<\/strong><\/p>\n

Trung t\u00e2m V\u1eadn t\u1ea3i & Logistics MIT (MIT CTL) l\u00e0 \u0111\u01a1n v\u1ecb h\u00e0ng \u0111\u1ea7u th\u1ebf gi\u1edbi v\u1ec1 nghi\u00ean c\u1ee9u v\u00e0 \u0111\u00e0o t\u1ea1o qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng v\u1edbi h\u01a1n 50 n\u0103m kinh nghi\u1ec7m. Trung t\u00e2m ho\u1ea1t \u0111\u1ed9ng tr\u00ean ba tr\u1ee5 c\u1ed9t: nghi\u00ean c\u1ee9u, k\u1ebft n\u1ed1i ng\u00e0nh v\u00e0 gi\u00e1o d\u1ee5c. Website: ctl.mit.edu<\/p>\n

V\u1ec1 Mecalux<\/strong><\/p>\n

Mecalux l\u00e0 doanh nghi\u1ec7p h\u00e0ng \u0111\u1ea7u v\u1ec1 c\u00f4ng ngh\u1ec7 kho h\u00e0ng v\u00e0 ph\u1ea7n m\u1ec1m intralogistics v\u1edbi 60 n\u0103m kinh nghi\u1ec7m. C\u00f4ng ty ph\u00e1t tri\u1ec3n gi\u1ea3i ph\u00e1p l\u01b0u tr\u1eef t\u1ef1 \u0111\u1ed9ng, ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd kho v\u00e0 gi\u00e1 k\u1ec7 kim lo\u1ea1i cho m\u1ecdi ng\u00e0nh ngh\u1ec1. T\u1eadp \u0111o\u00e0n hi\u1ec7n c\u00f3 m\u1ea1ng l\u01b0\u1edbi ph\u00e2n ph\u1ed1i to\u00e0n c\u1ea7u, 12 nh\u00e0 m\u00e1y s\u1ea3n xu\u1ea5t, 7 trung t\u00e2m R&D v\u00e0 h\u01a1n 5.500 nh\u00e2n vi\u00ean. Website: www.mecalux.com<\/p><\/blockquote>\n

 <\/p>\n","protected":false},"excerpt":{"rendered":"

\u2022 N\u1ec1n t\u1ea3ng v\u1eadn h\u00e0nh b\u1eb1ng thu\u1eadt to\u00e1n di truy\u1ec1n, \u0111\u1ec1 xu\u1ea5t m\u1ee9c t\u1ed3n kho t\u1ed1i \u01b0u v\u00e0 chi\u1ebfn l\u01b0\u1ee3c v\u1eadn chuy\u1ec3n \u2022 Gi\u1ea3i ph\u00e1p gi\u00fap doanh nghi\u1ec7p m\u00f4 ph\u1ecfng nhi\u1ec1u k\u1ecbch b\u1ea3n chi\u1ebfn thu\u1eadt, gi\u1ea3m thi\u1ec3u chi ph\u00ed m\u00e0 kh\u00f4ng lo h\u1ebft h\u00e0ng Cambridge (Massachusetts), ng\u00e0y 10\/3\/2026. Trung t\u00e2m V\u1eadn t\u1ea3i & Logistics thu\u1ed9c […]\n","protected":false},"author":2782,"featured_media":46487,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[3045],"tags":[],"class_list":["post-46486","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cong-nghe"],"yoast_head":"\nMIT CTL v\u00e0 Mecalux ph\u00e1t tri\u1ec3n m\u00f4 ph\u1ecfng d\u1ef1a tr\u00ean AI t\u1ed1i \u01b0u h\u00f3a t\u1ed3n kho gi\u1eefa c\u00e1c kho h\u00e0ng<\/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:\/\/saigonbiz.com\/vn\/mit-ctl-va-mecalux-phat-trien-mo-phong-dua-tren-ai-toi-uu-hoa-ton-kho-giua-cac-kho-hang\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta 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