{"id":46781,"date":"2026-03-24T15:32:03","date_gmt":"2026-03-24T08:32:03","guid":{"rendered":"https:\/\/saigonbiz.com\/vn\/?p=46781"},"modified":"2026-03-24T15:32:03","modified_gmt":"2026-03-24T08:32:03","slug":"fpt-mo-rong-mang-moi-lay-du-lieu-va-ai-lam-nen-tang-phat-trien-duong-sat-do-thi-thong-minh","status":"publish","type":"post","link":"https:\/\/saigonbiz.com\/vn\/fpt-mo-rong-mang-moi-lay-du-lieu-va-ai-lam-nen-tang-phat-trien-duong-sat-do-thi-thong-minh\/","title":{"rendered":"FPT m\u1edf r\u1ed9ng m\u1ea3ng m\u1edbi, l\u1ea5y d\u1eef li\u1ec7u v\u00e0 AI l\u00e0m n\u1ec1n t\u1ea3ng ph\u00e1t tri\u1ec3n \u0111\u01b0\u1eddng s\u1eaft \u0111\u00f4 th\u1ecb th\u00f4ng minh"},"content":{"rendered":"
Vi\u1ec7c ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng metro t\u1ea1i Vi\u1ec7t Nam kh\u00f4ng ch\u1ec9 l\u00e0 b\u00e0i to\u00e1n h\u1ea1 t\u1ea7ng giao th\u00f4ng, m\u00e0 c\u00f2n m\u1edf ra c\u01a1 h\u1ed9i h\u00ecnh th\u00e0nh c\u00e1c n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u v\u00e0 c\u00f4ng ngh\u1ec7 cho \u0111\u00f4 th\u1ecb th\u00f4ng minh.<\/div>\n
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Nh\u1eadn \u0111\u1ecbnh cho t\u1ea7m nh\u00ecn b\u1ed1i c\u1ea3nh m\u1edbi, T\u1eadp \u0111o\u00e0n FPT cho bi\u1ebft \u0111\u00e3 th\u00e0nh l\u1eadp \u0111\u01a1n v\u1ecb c\u00f4ng ngh\u1ec7 chi\u1ebfn l\u01b0\u1ee3c FPT Railway Mobility Technology v\u00e0o cu\u1ed1i n\u0103m 2025, v\u1edbi \u0111\u1ecbnh h\u01b0\u1edbng ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 cho \u0111\u01b0\u1eddng s\u1eaft, giao th\u00f4ng th\u00f4ng minh v\u00e0 \u0111\u00f4 th\u1ecb th\u00f4ng minh.<\/div>\n
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T\u1eadp \u0111o\u00e0n FPT s\u1eb5n s\u00e0ng \u0111\u1ed3ng h\u00e0nh c\u00f9ng Ch\u00ednh ph\u1ee7, c\u00e1c \u0111\u1ecba ph\u01b0\u01a1ng v\u00e0 \u0111\u1ed1i t\u00e1c trong vi\u1ec7c ph\u00e1t tri\u1ec3n c\u00e1c gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 cho Smart Metro v\u00e0 Smart TOD, \u0111\u1ed3ng th\u1eddi \u0111\u00f3ng vai tr\u00f2 c\u1ea7u n\u1ed1i gi\u1eefa h\u1ec7 sinh th\u00e1i c\u00f4ng ngh\u1ec7 trong n\u01b0\u1edbc v\u1edbi c\u00e1c \u0111\u1ed1i t\u00e1c qu\u1ed1c t\u1ebf.<\/div>\n
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V\u1edbi h\u01a1n m\u1ed9t th\u1eadp k\u1ef7 tham gia c\u00e1c d\u1ef1 \u00e1n chuy\u1ec3n \u0111\u1ed5i s\u1ed1 trong l\u0129nh v\u1ef1c giao th\u00f4ng v\u00e0 \u0111\u00f4 th\u1ecb t\u1ea1i Vi\u1ec7t Nam, FPT \u0111\u00e3 tri\u1ec3n khai nhi\u1ec1u gi\u1ea3i ph\u00e1p c\u00f4ng ngh\u1ec7 nh\u01b0 h\u1ec7 th\u1ed1ng th\u00f4ng tin giao th\u00f4ng th\u00f4ng minh, n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u giao th\u00f4ng, \u1ee9ng d\u1ee5ng GoBus cho giao th\u00f4ng c\u00f4ng c\u1ed9ng TP.HCM, c\u00e1c gi\u1ea3i ph\u00e1p thanh to\u00e1n \u0111i\u1ec7n t\u1eed v\u00e0 qu\u1ea3n l\u00fd v\u1eadn h\u00e0nh cho h\u1ec7 th\u1ed1ng metro.<\/div>\n
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\u00d4ng Nguy\u1ec5n Duy Th\u1ea1ch – Gi\u00e1m \u0111\u1ed1c Ban Chu\u1ea9n b\u1ecb \u0111\u1ea7u t\u01b0 thu\u1ed9c Ban Qu\u1ea3n l\u00fd \u0110\u01b0\u1eddng s\u1eaft \u0111\u00f4 th\u1ecb TP.HCM (MAUR), TP.HCM \u0111ang b\u01b0\u1edbc v\u00e0o giai \u0111o\u1ea1n ph\u00e1t tri\u1ec3n m\u1ea1ng l\u01b0\u1edbi metro v\u1edbi quy m\u00f4 l\u1edbn, g\u1eafn v\u1edbi \u0111\u1ecbnh h\u01b0\u1edbng ph\u00e1t tri\u1ec3n \u0111\u00f4 th\u1ecb d\u00e0i h\u1ea1n c\u1ee7a th\u00e0nh ph\u1ed1 v\u00e0 khu v\u1ef1c kinh t\u1ebf tr\u1ecdng \u0111i\u1ec3m ph\u00eda Nam.<\/div>\n
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Theo quy ho\u1ea1ch, m\u1ea1ng l\u01b0\u1edbi \u0111\u01b0\u1eddng s\u1eaft \u0111\u00f4 th\u1ecb TP.HCM c\u00f3 t\u1ed5ng chi\u1ec1u d\u00e0i kho\u1ea3ng 1.024 km v\u1edbi 27 tuy\u1ebfn, k\u1ebft n\u1ed1i khu v\u1ef1c TP.HCM, B\u00ecnh D\u01b0\u01a1ng v\u00e0 B\u00e0 R\u1ecba \u2013 V\u0169ng T\u00e0u. C\u00e1c tuy\u1ebfn metro \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u01b0\u1edbng k\u1ebft n\u1ed1i trung t\u00e2m TP.HCM v\u1edbi c\u00e1c khu \u0111\u00f4 th\u1ecb m\u1edbi, khu c\u00f4ng nghi\u1ec7p, c\u1ea3ng bi\u1ec3n, s\u00e2n bay v\u00e0 h\u1ec7 th\u1ed1ng giao th\u00f4ng v\u00e0nh \u0111ai. Khi ho\u00e0n th\u00e0nh, h\u1ec7 th\u1ed1ng n\u00e0y s\u1ebd tr\u1edf th\u00e0nh \u201cx\u01b0\u01a1ng s\u1ed1ng\u201d c\u1ee7a m\u1ea1ng l\u01b0\u1edbi v\u1eadn t\u1ea3i c\u00f4ng c\u1ed9ng, k\u1ebft n\u1ed1i v\u1edbi c\u00e1c lo\u1ea1i h\u00ecnh v\u1eadn t\u1ea3i kh\u00e1c nh\u01b0 xe bu\u00fdt, BRT v\u00e0 c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n di chuy\u1ec3n c\u00e1 nh\u00e2n.<\/div>\n
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B\u00ean c\u1ea1nh \u0111\u00f3, \u00f4ng Tr\u1ea7n V\u00f5 Anh Minh – Ph\u00f3 Tr\u01b0\u1edfng ph\u00f2ng Qu\u1ea3n l\u00fd \u0110\u01b0\u1eddng s\u1eaft \u0111\u00f4 th\u1ecb (S\u1edf X\u00e2y d\u1ef1ng TP.HCM) cho bi\u1ebft ph\u00e1t tri\u1ec3n metro kh\u00f4ng ch\u1ec9 l\u00e0 \u0111\u1ea7u t\u01b0 h\u1ea1 t\u1ea7ng m\u00e0 c\u00f2n l\u00e0 \u0111\u1ea7u t\u01b0 cho con ng\u01b0\u1eddi. Theo d\u1ef1 b\u00e1o c\u1ee7a th\u00e0nh ph\u1ed1, ri\u00eang l\u1ef1c l\u01b0\u1ee3ng v\u1eadn h\u00e0nh v\u00e0 khai th\u00e1c h\u1ec7 th\u1ed1ng \u0111\u01b0\u1eddng s\u1eaft \u0111\u00f4 th\u1ecb c\u00f3 th\u1ec3 c\u1ea7n kho\u1ea3ng 17.000 ng\u01b0\u1eddi v\u00e0o n\u0103m 2045, trong khi l\u1ef1c l\u01b0\u1ee3ng x\u00e2y d\u1ef1ng c\u00f3 th\u1ec3 l\u00ean t\u1edbi h\u01a1n 20.000 ng\u01b0\u1eddi.<\/div>\n
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V\u1ec1 ph\u00eda FPT, \u00f4ng Phan Thanh S\u01a1n, Gi\u00e1m \u0111\u1ed1c Chi\u1ebfn l\u01b0\u1ee3c \u0110\u01b0\u1eddng s\u1eaft FPT Railway Mobility Technology cho bi\u1ebft \u0111\u1ed3ng h\u00e0nh v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n, vai tr\u00f2 c\u1ee7a d\u1eef li\u1ec7u l\u1edbn v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) trong quy ho\u1ea1ch, thi\u1ebft k\u1ebf, qu\u1ea3n l\u00fd khai th\u00e1c v\u00e0 v\u1eadn h\u00e0nh h\u1ec7 th\u1ed1ng \u0111\u01b0\u1eddng s\u1eaft \u0111\u00f4 th\u1ecb l\u00e0 lu\u00f4n c\u1ea7n thi\u1ebft.<\/div>\n
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\u00d4ng nh\u1ea5n m\u1ea1nh r\u1eb1ng Vi\u1ec7t Nam \u0111ang \u0111\u1ee9ng tr\u01b0\u1edbc m\u1ed9t c\u01a1 h\u1ed9i l\u1edbn \u0111\u1ec3 kh\u00f4ng ch\u1ec9 x\u00e2y d\u1ef1ng c\u00e1c tuy\u1ebfn metro m\u1edbi, m\u00e0 c\u00f2n \u0111\u1ed3ng th\u1eddi h\u00ecnh th\u00e0nh m\u1ed9t n\u0103ng l\u1ef1c c\u00f4ng ngh\u1ec7 n\u1ed9i sinh cho ng\u00e0nh \u0111\u01b0\u1eddng s\u1eaft \u0111\u00f4 th\u1ecb. Theo \u00f4ng, n\u1ebfu bi\u1ebft k\u1ebft h\u1ee3p gi\u1eefa \u0111\u1ea7u t\u01b0 h\u1ea1 t\u1ea7ng, chi\u1ebfn l\u01b0\u1ee3c d\u1eef li\u1ec7u, h\u1ec7 sinh th\u00e1i doanh nghi\u1ec7p v\u00e0 \u0111\u00e0o t\u1ea1o nh\u00e2n l\u1ef1c, Vi\u1ec7t Nam ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 r\u00fat ng\u1eafn qu\u00e1 tr\u00ecnh ti\u1ebfp c\u1eadn c\u00f4ng ngh\u1ec7, t\u1eebng b\u01b0\u1edbc l\u00e0m ch\u1ee7 c\u00e1c kh\u00e2u then ch\u1ed1t v\u00e0 h\u01b0\u1edbng t\u1edbi xu\u1ea5t kh\u1ea9u gi\u1ea3i ph\u00e1p trong t\u01b0\u01a1ng lai.<\/div>\n
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\u0110\u1ea1i di\u1ec7n FPT cho r\u1eb1ng gi\u00e1 tr\u1ecb l\u1edbn nh\u1ea5t c\u1ee7a metro trong \u0111\u00f4 th\u1ecb th\u00f4ng minh kh\u00f4ng ch\u1ec9 n\u1eb1m \u1edf n\u0103ng l\u1ef1c v\u1eadn chuy\u1ec3n h\u00e0nh kh\u00e1ch, m\u00e0 c\u00f2n \u1edf kh\u1ea3 n\u0103ng h\u00ecnh th\u00e0nh m\u1ed9t h\u1ec7 sinh th\u00e1i c\u00f4ng ngh\u1ec7 ph\u1ee5c v\u1ee5 d\u1ef1 b\u00e1o nhu c\u1ea7u \u0111i l\u1ea1i, t\u1ed1i \u01b0u v\u1eadn h\u00e0nh, \u0111\u1ea3m b\u1ea3o an to\u00e0n c\u00f4ng c\u1ed9ng, t\u1ed5 ch\u1ee9c l\u1ea1i kh\u00f4ng gian \u0111\u00f4 th\u1ecb v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c d\u1ecbch v\u1ee5 m\u1edbi xoay quanh ga t\u00e0u, h\u00e0nh tr\u00ecnh v\u00e0 c\u00e1c \u0111i\u1ec3m k\u1ebft n\u1ed1i \u0111a ph\u01b0\u01a1ng th\u1ee9c.<\/div>\n
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T\u1eeb kinh nghi\u1ec7m th\u1ef1c ti\u1ec5n, \u00f4ng Phan Thanh S\u01a1n \u0111\u1ec1 xu\u1ea5t c\u00e1c \u0111\u1ecbnh h\u01b0\u1edbng l\u1edbn cho qu\u00e1 tr\u00ecnh ph\u00e1t tri\u1ec3n \u0111\u01b0\u1eddng s\u1eaft \u0111\u00f4 th\u1ecb t\u1ea1i Vi\u1ec7t Nam. Theo \u00f4ng, tr\u01b0\u1edbc h\u1ebft c\u1ea7n \u0111\u1ecbnh h\u01b0\u1edbng ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng metro d\u1ef1a tr\u00ean n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u v\u00e0 AI, \u1ee9ng d\u1ee5ng AI v\u00e0 d\u1eef li\u1ec7u l\u1edbn xuy\u00ean su\u1ed1t t\u1eeb kh\u00e2u quy ho\u1ea1ch, thi\u1ebft k\u1ebf \u0111\u1ebfn qu\u1ea3n l\u00fd khai th\u00e1c v\u00e0 v\u1eadn h\u00e0nh, \u0111\u1ed3ng th\u1eddi coi d\u1eef li\u1ec7u h\u1ea1 t\u1ea7ng giao th\u00f4ng l\u00e0 t\u00e0i s\u1ea3n chi\u1ebfn l\u01b0\u1ee3c c\u1ee7a qu\u1ed1c gia.<\/div>\n
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B\u00ean c\u1ea1nh \u0111\u00f3, qu\u00e1 tr\u00ecnh tri\u1ec3n khai c\u00e1c d\u1ef1 \u00e1n metro c\u1ea7n g\u1eafn v\u1edbi l\u1ed9 tr\u00ecnh t\u1eebng b\u01b0\u1edbc l\u00e0m ch\u1ee7 c\u00f4ng ngh\u1ec7 ng\u00e0nh \u0111\u01b0\u1eddng s\u1eaft. T\u1eeb kinh nghi\u1ec7m c\u1ee7a nhi\u1ec1u qu\u1ed1c gia nh\u01b0 H\u00e0n Qu\u1ed1c hay Trung Qu\u1ed1c, vi\u1ec7c ti\u1ebfp nh\u1eadn v\u00e0 ph\u00e1t tri\u1ec3n c\u00e1c c\u00f4ng ngh\u1ec7 c\u1ed1t l\u00f5i trong thi\u1ebft k\u1ebf, v\u1eadn h\u00e0nh v\u00e0 b\u1ea3o tr\u00ec h\u1ec7 th\u1ed1ng l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng \u0111\u1ec3 gi\u1ea3m ph\u1ee5 thu\u1ed9c v\u00e0o t\u01b0 v\u1ea5n v\u00e0 nh\u00e0 cung c\u1ea5p n\u01b0\u1edbc ngo\u00e0i, \u0111\u1ed3ng th\u1eddi n\u00e2ng cao n\u0103ng l\u1ef1c n\u1ed9i \u0111\u1ecba.<\/div>\n","protected":false},"excerpt":{"rendered":"

Vi\u1ec7c ph\u00e1t tri\u1ec3n h\u1ec7 th\u1ed1ng metro t\u1ea1i Vi\u1ec7t Nam kh\u00f4ng ch\u1ec9 l\u00e0 b\u00e0i to\u00e1n h\u1ea1 t\u1ea7ng giao th\u00f4ng, m\u00e0 c\u00f2n m\u1edf ra c\u01a1 h\u1ed9i h\u00ecnh th\u00e0nh c\u00e1c n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u v\u00e0 c\u00f4ng ngh\u1ec7 cho \u0111\u00f4 th\u1ecb th\u00f4ng minh. Nh\u1eadn \u0111\u1ecbnh cho t\u1ea7m nh\u00ecn b\u1ed1i c\u1ea3nh m\u1edbi, T\u1eadp \u0111o\u00e0n FPT cho bi\u1ebft \u0111\u00e3 th\u00e0nh l\u1eadp […]\n","protected":false},"author":2358,"featured_media":46783,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[3045,3043],"tags":[2873,4606,2379],"class_list":["post-46781","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cong-nghe","category-kinh-te","tag-cong-nghe-ai","tag-fpt-railway-mobility-technology","tag-tap-doan-fpt"],"yoast_head":"\nFPT m\u1edf r\u1ed9ng m\u1ea3ng m\u1edbi, l\u1ea5y d\u1eef li\u1ec7u v\u00e0 AI l\u00e0m n\u1ec1n t\u1ea3ng ph\u00e1t tri\u1ec3n \u0111\u01b0\u1eddng s\u1eaft \u0111\u00f4 th\u1ecb th\u00f4ng minh<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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