{"id":2456,"date":"2026-04-02T18:05:19","date_gmt":"2026-04-02T11:05:19","guid":{"rendered":"https:\/\/metropolia.edu.vn\/?p=2456"},"modified":"2026-04-02T18:05:19","modified_gmt":"2026-04-02T11:05:19","slug":"iot-nang-luong-nhan-luc-finland-metropolia-vn","status":"publish","type":"post","link":"https:\/\/metropolia.edu.vn\/en\/iot-nang-luong-nhan-luc-finland-metropolia-vn\/","title":{"rendered":"H\u00e0 N\u1ed9i \u0111\u1ea9y m\u1ea1nh IoT trong ng\u00e0nh n\u0103ng l\u01b0\u1ee3ng: B\u00e0i to\u00e1n c\u00f4ng ngh\u1ec7 v\u00e0 nh\u00e2n l\u1ef1c cho \u0111\u00f4 th\u1ecb th\u00f4ng minh"},"content":{"rendered":"

Vi\u1ec7c \u1ee9ng d\u1ee5ng Internet v\u1ea1n v\u1eadt (IoT) v\u00e0o qu\u1ea3n l\u00fd n\u0103ng l\u01b0\u1ee3ng \u0111ang gi\u00fap H\u00e0 N\u1ed9i ti\u1ebfn g\u1ea7n h\u01a1n t\u1edbi m\u00f4 h\u00ecnh \u0111\u00f4 th\u1ecb th\u00f4ng minh. Tuy nhi\u00ean, ph\u00eda sau chuy\u1ec3n d\u1ecbch n\u00e0y kh\u00f4ng ch\u1ec9 l\u00e0 c\u00e2u chuy\u1ec7n c\u00f4ng ngh\u1ec7, m\u00e0 c\u00f2n l\u00e0 y\u00eau c\u1ea7u c\u1ea5p thi\u1ebft v\u1ec1 ngu\u1ed3n nh\u00e2n l\u1ef1c c\u00f3 kh\u1ea3 n\u0103ng tri\u1ec3n khai h\u1ec7 th\u1ed1ng th\u1ef1c t\u1ebf.<\/b><\/span><\/p>\n

\"\u1ee8ng
\u1ee8ng d\u1ee5ng IoT trong ng\u00e0nh n\u0103ng l\u01b0\u1ee3ng l\u00e0 m\u1ed9t b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng trong l\u1ed9 tr\u00ecnh x\u00e2y d\u1ef1ng \u0111\u00f4 th\u1ecb th\u00f4ng minh t\u1ea1i H\u00e0 N\u1ed9i (\u1ea2nh minh h\u1ecda)<\/figcaption><\/figure>\n

IoT \u0111\u01b0\u1ee3c tri\u1ec3n khai s\u00e2u v\u00e0o v\u1eadn h\u00e0nh ng\u00e0nh n\u0103ng l\u01b0\u1ee3ng<\/b><\/span><\/h3>\n

H\u00e0 N\u1ed9i v\u1eeba th\u00f4ng qua K\u1ebf ho\u1ea1ch s\u1ed1 120\/KH-UBND (25\/3\/2026), \u0111\u1eb7t m\u1ee5c ti\u00eau \u0111\u1ea9y m\u1ea1nh \u1ee9ng d\u1ee5ng IoT trong ng\u00e0nh n\u0103ng l\u01b0\u1ee3ng \u2013 \u0111i\u1ec7n l\u1ef1c tr\u00ean to\u00e0n \u0111\u1ecba b\u00e0n. Theo \u0111\u1ecbnh h\u01b0\u1edbng tri\u1ec3n khai giai \u0111o\u1ea1n 2026\u20132030, H\u00e0 N\u1ed9i \u0111ang t\u1eebng b\u01b0\u1edbc \u0111\u01b0a IoT v\u00e0o v\u1eadn h\u00e0nh ng\u00e0nh n\u0103ng l\u01b0\u1ee3ng nh\u01b0 m\u1ed9t h\u1ea1 t\u1ea7ng c\u1ed1t l\u00f5i c\u1ee7a \u0111\u00f4 th\u1ecb th\u00f4ng minh. Trong \u0111\u00f3, giai \u0111o\u1ea1n 2026\u20132027 \u0111\u00f3ng vai tr\u00f2 n\u1ec1n m\u00f3ng, t\u1eadp trung x\u00e2y d\u1ef1ng h\u1ec7 th\u1ed1ng d\u1eef li\u1ec7u ng\u00e0nh \u0111i\u1ec7n d\u1ef1a tr\u00ean ba tr\u1ee5 c\u1ed9t ch\u00ednh: theo d\u00f5i ti\u00eau th\u1ee5, qu\u1ea3n l\u00fd ph\u1ee5 t\u1ea3i v\u00e0 gi\u00e1m s\u00e1t s\u1ef1 c\u1ed1 l\u01b0\u1edbi \u0111i\u1ec7n.<\/span><\/p>\n

D\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thu th\u1eadp tr\u1ef1c ti\u1ebfp t\u1eeb c\u00e1c thi\u1ebft b\u1ecb \u0111o \u0111\u1ebfm v\u00e0 c\u1ea3m bi\u1ebfn, sau \u0111\u00f3 chu\u1ea9n h\u00f3a v\u00e0 \u0111\u01b0a v\u1ec1 h\u1ec7 th\u1ed1ng trung t\u00e2m, t\u1eebng b\u01b0\u1edbc k\u1ebft n\u1ed1i v\u1edbi h\u1ec7 th\u1ed1ng \u0111i\u1ec1u h\u00e0nh \u0111\u00f4 th\u1ecb th\u00f4ng minh. Song song, vi\u1ec7c tri\u1ec3n khai c\u00f4ng t\u01a1 \u0111i\u1ec7n t\u1eed, h\u1ec7 th\u1ed1ng gi\u00e1m s\u00e1t v\u00e0 c\u00e1c l\u1edbp d\u1eef li\u1ec7u chuy\u00ean ng\u00e0nh nh\u01b0 n\u0103ng l\u01b0\u1ee3ng \u2013 chi\u1ebfu s\u00e1ng c\u0169ng \u0111ang \u0111\u01b0\u1ee3c \u0111\u1ea9y m\u1ea1nh, k\u1ebft h\u1ee3p v\u1edbi b\u1ea3n \u0111\u1ed3 s\u1ed1 v\u00e0 c\u00e1c m\u00f4 h\u00ecnh s\u1ed1 h\u00f3a.<\/span><\/p>\n

B\u01b0\u1edbc sang giai \u0111o\u1ea1n 2027\u20132030, h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c m\u1edf r\u1ed9ng tr\u00ean to\u00e0n th\u00e0nh ph\u1ed1, h\u01b0\u1edbng t\u1edbi v\u1eadn h\u00e0nh s\u1ed1 v\u00e0 khai th\u00e1c d\u1eef li\u1ec7u \u0111i\u1ec7n nh\u01b0 m\u1ed9t ngu\u1ed3n t\u00e0i nguy\u00ean ph\u1ee5c v\u1ee5 qu\u1ea3n l\u00fd. \u0110\u00e2y l\u00e0 n\u1ec1n t\u1ea3ng \u0111\u1ec3 h\u00ecnh th\u00e0nh l\u01b0\u1edbi \u0111i\u1ec7n th\u00f4ng minh, n\u01a1i c\u00e1c th\u00e0nh ph\u1ea7n trong h\u1ec7 th\u1ed1ng c\u00f3 th\u1ec3 k\u1ebft n\u1ed1i v\u00e0 v\u1eadn h\u00e0nh tr\u00ean c\u00f9ng m\u1ed9t h\u1ea1 t\u1ea7ng d\u1eef li\u1ec7u.<\/span><\/p>\n

Tr\u00ean n\u1ec1n t\u1ea3ng \u0111\u00f3, vi\u1ec7c k\u1ebft h\u1ee3p v\u1edbi c\u00e1c c\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o m\u1edf ra kh\u1ea3 n\u0103ng \u0111i\u1ec1u h\u00e0nh \u1edf c\u1ea5p \u0111\u1ed9 cao h\u01a1n. D\u1eef li\u1ec7u kh\u00f4ng ch\u1ec9 \u0111\u01b0\u1ee3c thu th\u1eadp, m\u00e0 c\u00f2n \u0111\u01b0\u1ee3c x\u1eed l\u00fd \u0111\u1ec3 d\u1ef1 b\u00e1o nhu c\u1ea7u, t\u1ed1i \u01b0u ph\u00e2n ph\u1ed1i v\u00e0 n\u00e2ng cao \u0111\u1ed9 \u1ed5n \u0111\u1ecbnh c\u1ee7a h\u1ec7 th\u1ed1ng n\u0103ng l\u01b0\u1ee3ng.<\/span><\/p>\n

S\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa IoT v\u00e0 AI v\u00ec v\u1eady kh\u00f4ng ch\u1ec9 gi\u00fap t\u1ed1i \u01b0u v\u1eadn h\u00e0nh, m\u00e0 c\u00f2n h\u00ecnh th\u00e0nh m\u1ed9t \u201ch\u1ec7 th\u1ea7n kinh s\u1ed1\u201d cho \u0111\u00f4 th\u1ecb \u2013 n\u01a1i h\u1ea1 t\u1ea7ng \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd d\u1ef1a tr\u00ean d\u1eef li\u1ec7u, c\u00f3 kh\u1ea3 n\u0103ng t\u1ef1 \u0111i\u1ec1u ch\u1ec9nh v\u00e0 th\u00edch \u1ee9ng theo th\u1eddi gian th\u1ef1c.<\/span><\/p>\n

G\u1eafn \u0111\u00e0o t\u1ea1o v\u1edbi b\u00e0i to\u00e1n th\u1ef1c ti\u1ec5n: H\u01b0\u1edbng \u0111i t\u1eeb Finland Metropolia Vietnam<\/b><\/span><\/h3>\n

Vi\u1ec7c H\u00e0 N\u1ed9i th\u00fac \u0111\u1ea9y \u1ee9ng d\u1ee5ng IoT trong ng\u00e0nh n\u0103ng l\u01b0\u1ee3ng kh\u00f4ng ch\u1ec9 l\u00e0 b\u01b0\u1edbc \u0111i c\u00f4ng ngh\u1ec7, m\u00e0 c\u00f2n l\u00e0 t\u00edn hi\u1ec7u r\u00f5 r\u00e0ng v\u1ec1 nhu c\u1ea7u nh\u00e2n l\u1ef1c trong t\u01b0\u01a1ng lai g\u1ea7n, nh\u1eefng k\u1ef9 s\u01b0 c\u00f3 kh\u1ea3 n\u0103ng l\u00e0m vi\u1ec7c v\u1edbi h\u1ec7 th\u1ed1ng th\u1ef1c, kh\u00f4ng ch\u1ec9 d\u1eebng \u1edf l\u00fd thuy\u1ebft.<\/span><\/p>\n

Trong b\u1ed1i c\u1ea3nh \u0111\u00f3, c\u00e1c ch\u01b0\u01a1ng tr\u00ecnh \u0111\u00e0o t\u1ea1o theo h\u01b0\u1edbng t\u00edch h\u1ee3p, g\u1eafn v\u1edbi b\u00e0i to\u00e1n th\u1ef1c ti\u1ec5n nh\u01b0 Finland Metropolia Vietnam \u0111ang g\u00f3p ph\u1ea7n chu\u1ea9n b\u1ecb ngu\u1ed3n l\u1ef1c cho qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u1edf quy m\u00f4 \u0111\u00f4 th\u1ecb.<\/span><\/p>\n

\"TS.
M\u00f4 h\u00ecnh \u0111\u00e0o t\u1ea1o t\u00edch h\u1ee3p l\u1edbp c\u00f4ng ngh\u1ec7 IoT t\u1ea1i Finland Metropolia Vietnam gi\u00fap ng\u01b0\u1eddi h\u1ecdc l\u00e0m ch\u1ee7 h\u00e0nh tr\u00ecnh t\u1eeb thi\u1ebft b\u1ecb, d\u1eef li\u1ec7u \u0111\u1ebfn v\u1eadn h\u00e0nh h\u1ec7 th\u1ed1ng.<\/figcaption><\/figure>\n

Ch\u01b0\u01a1ng tr\u00ecnh \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf theo logic c\u1ee7a m\u1ed9t h\u1ec7 IoT th\u1ef1c t\u1ebf, d\u1eabn d\u1eaft ng\u01b0\u1eddi h\u1ecdc t\u1eeb thi\u1ebft b\u1ecb, d\u1eef li\u1ec7u \u0111\u1ebfn k\u1ebft n\u1ed1i v\u00e0 v\u1eadn h\u00e0nh h\u1ec7 th\u1ed1ng. Thay v\u00ec h\u1ecdc r\u1eddi r\u1ea1c, sinh vi\u00ean ti\u1ebfp c\u1eadn theo t\u1eebng l\u1edbp c\u00f4ng ngh\u1ec7 li\u00ean k\u1ebft v\u1edbi nhau.<\/span><\/p>\n

M\u1ed9t s\u1ed1 h\u1ecdc ph\u1ea7n nh\u01b0 <\/span>Embedded Systems Programming<\/span><\/i> hay <\/span>IoT Connecting Things<\/span><\/i> gi\u00fap h\u00ecnh dung r\u00f5 c\u00e1ch thi\u1ebft b\u1ecb thu th\u1eadp v\u00e0 truy\u1ec1n d\u1eef li\u1ec7u trong c\u00e1c h\u1ec7 th\u1ed1ng nh\u01b0 n\u0103ng l\u01b0\u1ee3ng hay \u0111\u00f4 th\u1ecb th\u00f4ng minh \u2014 t\u1eeb \u0111\u00f3 x\u00e2y d\u1ef1ng t\u01b0 duy h\u1ec7 th\u1ed1ng, thay v\u00ec ch\u1ec9 d\u1eebng \u1edf t\u1eebng c\u00f4ng ngh\u1ec7 ri\u00eang l\u1ebb.<\/span><\/span><\/p>\n

\u1ede t\u1ea7ng s\u00e2u h\u01a1n, c\u00e1c h\u1ecdc ph\u1ea7n nh\u01b0 <\/span>Sensor Physics<\/span><\/i> hay <\/span>Mathematics and Physics for IoT<\/span><\/i> gi\u00fap ng\u01b0\u1eddi h\u1ecdc hi\u1ec3u b\u1ea3n ch\u1ea5t d\u1eef li\u1ec7u m\u00e0 h\u1ec7 th\u1ed1ng thu th\u1eadp \u2013 y\u1ebfu t\u1ed1 c\u1ed1t l\u00f5i \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 t\u1ed1i \u01b0u v\u1eadn h\u00e0nh. Song song, vi\u1ec7c ti\u1ebfp c\u1eadn <\/span>Linux Servers and Databases<\/span><\/i> v\u00e0 h\u1ec7 th\u1ed1ng nh\u00fang gi\u00fap sinh vi\u00ean h\u00ecnh dung c\u00e1ch d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c x\u1eed l\u00fd, l\u01b0u tr\u1eef v\u00e0 tri\u1ec3n khai tr\u00ean n\u1ec1n t\u1ea3ng th\u1ef1c t\u1ebf.<\/span><\/span><\/p>\n

\u0110\u00e1ng ch\u00fa \u00fd, c\u1ea5u tr\u00fac \u0111\u00e0o t\u1ea1o n\u00e0y g\u1ea7n nh\u01b0 ph\u1ea3n chi\u1ebfu tr\u1ef1c ti\u1ebfp c\u00e1ch m\u1ed9t h\u1ec7 th\u1ed1ng IoT trong ng\u00e0nh n\u0103ng l\u01b0\u1ee3ng \u0111\u01b0\u1ee3c tri\u1ec3n khai: t\u1eeb c\u1ea3m bi\u1ebfn \u0111o \u0111\u1ebfm \u0111i\u1ec7n n\u0103ng, thi\u1ebft b\u1ecb nh\u00fang t\u1ea1i \u0111i\u1ec3m thu th\u1eadp, \u0111\u1ebfn h\u1ea1 t\u1ea7ng truy\u1ec1n d\u1eabn, n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u v\u00e0 l\u1edbp ph\u00e2n t\u00edch v\u1eadn h\u00e0nh ph\u00eda tr\u00ean. Sinh vi\u00ean v\u00ec v\u1eady kh\u00f4ng h\u1ecdc r\u1eddi r\u1ea1c t\u1eebng ph\u1ea7n, m\u00e0 t\u1eebng b\u01b0\u1edbc \u201c\u0111i l\u1ea1i\u201d \u0111\u00fang h\u00e0nh tr\u00ecnh c\u1ee7a m\u1ed9t h\u1ec7 th\u1ed1ng th\u1ef1c.<\/span><\/p>\n

Th\u00f4ng qua c\u00e1c d\u1ef1 \u00e1n IoT t\u00edch h\u1ee3p, n\u01a1i thi\u1ebft b\u1ecb, m\u1ea1ng, d\u1eef li\u1ec7u v\u00e0 b\u1ea3o m\u1eadt ph\u1ea3i v\u1eadn h\u00e0nh \u0111\u1ed3ng th\u1eddi, ng\u01b0\u1eddi h\u1ecdc h\u00ecnh th\u00e0nh t\u01b0 duy h\u1ec7 th\u1ed1ng \u2013 y\u1ebfu t\u1ed1 then ch\u1ed1t \u0111\u1ec3 tham gia v\u00e0o c\u00e1c b\u00e0i to\u00e1n quy m\u00f4 l\u1edbn nh\u01b0 l\u01b0\u1edbi \u0111i\u1ec7n th\u00f4ng minh hay \u0111\u00f4 th\u1ecb s\u1ed1. Giai \u0111o\u1ea1n th\u1ef1c t\u1eadp v\u00e0 \u0111\u1ed3 \u00e1n t\u1ed1t nghi\u1ec7p ti\u1ebfp t\u1ee5c gi\u00fap sinh vi\u00ean ti\u1ebfp c\u1eadn m\u00f4i tr\u01b0\u1eddng doanh nghi\u1ec7p, r\u00fat ng\u1eafn kho\u1ea3ng c\u00e1ch gi\u1eefa \u0111\u00e0o t\u1ea1o v\u00e0 tri\u1ec3n khai th\u1ef1c t\u1ebf.<\/span><\/p>\n

Khi c\u00f4ng ngh\u1ec7 tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng v\u1eadn h\u00e0nh c\u1ee7a x\u00e3 h\u1ed9i, n\u0103ng l\u1ef1c quan tr\u1ecdng nh\u1ea5t kh\u00f4ng c\u00f2n l\u00e0 \u201cbi\u1ebft g\u00ec\u201d, m\u00e0 l\u00e0 \u201cl\u00e0m \u0111\u01b0\u1ee3c g\u00ec\u201d trong nh\u1eefng h\u1ec7 th\u1ed1ng ph\u1ee9c t\u1ea1p. V\u00e0 \u0111\u00f3 c\u0169ng ch\u00ednh l\u00e0 th\u01b0\u1edbc \u0111o m\u1edbi c\u1ee7a gi\u00e1o d\u1ee5c c\u00f4ng ngh\u1ec7 trong k\u1ef7 nguy\u00ean \u0111\u00f4 th\u1ecb th\u00f4ng minh.<\/span><\/p>\n

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

IoT th\u00fac \u0111\u1ea9y chuy\u1ec3n \u0111\u1ed5i n\u0103ng l\u01b0\u1ee3ng, m\u1edf ra nhu c\u1ea7u nh\u00e2n l\u1ef1c t\u1eeb Finland Metropolia Vietnam.<\/p>\n","protected":false},"author":7,"featured_media":2423,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2456","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tin-tuc","post_format-post-format-0"],"_links":{"self":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/2456","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/comments?post=2456"}],"version-history":[{"count":0,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/posts\/2456\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media\/2423"}],"wp:attachment":[{"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/media?parent=2456"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/categories?post=2456"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/metropolia.edu.vn\/en\/wp-json\/wp\/v2\/tags?post=2456"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}