{"id":6236,"date":"2023-11-29T08:06:34","date_gmt":"2023-11-29T08:06:34","guid":{"rendered":"https:\/\/masterskills.org\/blog\/?p=6236"},"modified":"2023-12-14T08:12:54","modified_gmt":"2023-12-14T08:12:54","slug":"6-xu-huong-cong-nghe-ung-dung-trong-linh-vuc-logistics-thoi-4-0","status":"publish","type":"post","link":"https:\/\/masterskills.org\/blog\/6-xu-huong-cong-nghe-ung-dung-trong-linh-vuc-logistics-thoi-4-0.html","title":{"rendered":"6 Xu h\u01b0\u1edbng c\u00f4ng ngh\u1ec7 \u1ee9ng d\u1ee5ng trong l\u0129nh v\u1ef1c logistics th\u1eddi 4.0"},"content":{"rendered":"

1- ROBOTIC(AI) V\u00c0 T\u1ef0 \u0110\u1ed8NG H\u00d3A<\/b><\/h2>\n

\"Robotics<\/p>\n

1.1. Robot AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a l\u00e0 g\u00ec?<\/strong><\/h3>\n

L\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 c\u1ee7a hi\u1ec7n t\u1ea1i t\u01b0\u01a1ng lai, Robotics \u0111\u00e3 \u0111\u1ecbnh h\u00ecnh chu\u1ed7i cung \u1ee9ng v\u00e0 ng\u00e0nh logistics. Robot v\u1edbi kh\u1ea3 n\u0103ng AI c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 ph\u1ee9c t\u1ea1p h\u01a1n m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 \u0111i\u1ec1u khi\u1ec3n c\u1ee7a con ng\u01b0\u1eddi. Robot th\u00f4ng minh v\u1edbi c\u00e1c thu\u1eadt to\u00e1n chu\u1ea9n ch\u1ec9, nh\u1ea1y b\u00e9n v\u00e0 ch\u1eb7t ch\u1ebd gi\u00fap qu\u00e1 tr\u00ecnh giao h\u00e0ng, v\u1eadn chuy\u1ec3n, l\u01b0u kho, l\u1ea5y h\u00e0ng, \u0111\u00f3ng g\u00f3i v\u00e0 \u0111\u1ecbnh tuy\u1ebfn tr\u1edf n\u00ean d\u1ec5 d\u1ef1 \u0111o\u00e1n h\u01a1n, d\u1ec5 ki\u1ec3m so\u00e1t h\u01a1n v\u00e0 hi\u1ec7u qu\u1ea3 h\u01a1n. B\u1eb1ng c\u00e1ch gi\u1ea3m thi\u1ec3u sai s\u00f3t c\u1ee7a con ng\u01b0\u1eddi, s\u1eed d\u1ee5ng robot AI trong logistics gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian v\u00e0 t\u0103ng n\u0103ng su\u1ea5t l\u00e0m vi\u1ec7c, t\u1eeb \u0111\u00f3 c\u00f3 th\u1ec3 mang l\u1ea1i l\u1ee3i nhu\u1eadn \u0111\u00e1ng k\u1ec3 v\u00e0 gi\u1ea3m chi ph\u00ed kho h\u00e0ng.<\/p>\n

C\u00e1c v\u1ea5n \u0111\u1ec1 nh\u01b0 thi\u1ebfu ngu\u1ed3n l\u1ef1c \u0111\u01b0\u1ee3c gi\u1ea3i quy\u1ebft b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng robot trong to\u00e0n b\u1ed9 chu\u1ed7i cung \u1ee9ng, \u0111i\u1ec1u n\u00e0y \u0111\u1ed3ng th\u1eddi l\u00e0m t\u0103ng ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 l\u1ee3i nhu\u1eadn c\u1ee7a c\u00e1c quy tr\u00ecnh. Con ng\u01b0\u1eddi v\u00e0 m\u00e1y m\u00f3c kh\u00f4ng c\u1ea1nh tranh m\u00e0 b\u1ed5 sung cho nhau: Robot b\u1ec1n b\u1ec9 v\u00e0 c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 trong m\u1ed9t th\u1eddi gian d\u00e0i v\u1edbi ch\u1ea5t l\u01b0\u1ee3ng \u1ed5n \u0111\u1ecbnh.<\/p>\n

Th\u00f4ng qua t\u1ef1 \u0111\u1ed9ng h\u00f3a, n\u1ec1n t\u1ea3ng ng\u01b0\u1eddi m\u00e1y th\u00f4ng minh v\u1edbi c\u00f4ng ngh\u1ec7 AI cho t\u01b0\u01a1ng lai \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng v\u00e0o tr\u00ecnh ph\u00e2n t\u00edch d\u1eef li\u1ec7u v\u00e0 \u0111i\u1ec1u khi\u1ec3n ph\u01b0\u01a1ng ti\u1ec7n c\u1ee7a b\u1ea1n, qua \u0111\u00f3 b\u1ea1n c\u00f3 th\u1ec3 c\u00e0i \u0111\u1eb7t h\u1ec7 th\u1ed1ng v\u1eadn h\u00e0nh xe n\u00e2ng xen k\u1ebd, l\u1ea5y h\u00e0ng \u0111\u00fang n\u01a1i, \u0111\u00fang th\u1eddi \u0111i\u1ec3m, mang l\u1ea1i\u00a0 t\u1ef7 l\u1ec7 s\u1ea3n xu\u1ea5t cao h\u01a1n v\u00e0 gi\u1ea3m th\u1eddi gian l\u00e0m vi\u1ec7c trong nh\u00e0 m\u00e1y.<\/p>\n

1.2 \u1ee8ng d\u1ee5ng c\u00f4ng ngh\u1ec7 ROBOTIC(AI) v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a trong chu\u1ed7i cung \u1ee9ng v\u00e0 logistics<\/strong><\/p>\n

Robot k\u00e9o h\u00e0ng, Robot v\u1eadn chuy\u1ec3n h\u00e0ng t\u1ef1 \u0111\u1ed9ng ( Xe t\u1ef1 h\u00e0nh AGV)<\/b><\/p>\n

\"Robot<\/p>\n

Xe t\u1ef1 h\u00e0nh Xe t\u1ef1 h\u00e0nh AGV ho\u1ea1t \u0111\u1ed9ng d\u1ef1a tr\u00ean h\u1ec7 th\u1ed1ng \u0111\u01b0\u1ee3c l\u1eadp tr\u00ecnh v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 an to\u00e0n cao, v\u1edbi h\u1ec7 th\u1ed1ng m\u00e1y \u1ea3nh, c\u00e1c lo\u1ea1i c\u1ea3m bi\u1ebfn gi\u00fap Xe t\u1ef1 h\u00e0nh AGV ph\u00e1t hi\u1ec7n ra v\u1eadt c\u1ea3n trong qu\u00e1 tr\u00ecnh v\u1eadn chuy\u1ec3n nguy\u00ean v\u1eadt li\u1ec7u. Xe t\u1ef1 h\u00e0nh Xe t\u1ef1 h\u00e0nh AGV\u00a0 ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 ho\u1ea1t \u0111\u1ed9ng \u0111\u1ed9c l\u1eadp m\u00e0 kh\u00f4ng c\u1ea7n \u0111\u1ebfn s\u1ef1 can thi\u1ec7p c\u1ee7a c\u00f4ng nh\u00e2n, h\u01a1n th\u1ebf n\u1eefa, Xe t\u1ef1 h\u00e0nh AGV ho\u00e0n to\u00e0n \u0111\u00e1p \u1ee9ng kh\u1ed5i l\u01b0\u1ee3ng h\u00e0ng h\u00f3a v\u1edbi t\u1ea3i tr\u1ecdng l\u1edbn..<\/i><\/p>\n

Xe n\u00e2ng ng\u01b0\u1eddi m\u00e1y<\/b><\/p>\n

\"Xe<\/p>\n

Thay v\u00ec thay th\u1ebf con ng\u01b0\u1eddi, xe n\u00e2ng ng\u01b0\u1eddi m\u00e1y v\u1edbi quy tr\u00ecnh d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c thi\u1ebft l\u1eadp ch\u1eb7t ch\u1ebd \u0111\u01b0\u1ee3c h\u01b0\u1edbng t\u1edbi \u0111\u1ec3 h\u1ed7 tr\u1ee3 nh\u00e2n vi\u00ean kho h\u00e0ng trong vi\u1ec7c l\u01b0u tr\u1eef, d\u1ef1 tr\u1eef v\u00e0 b\u1ed1c d\u1ee1 s\u1ea3n ph\u1ea9m v\u1edbi m\u1ee5c ti\u00eau gi\u1ea3m thi\u1ec3u c\u00e1c h\u1ea1n ch\u1ebf v\u1ec1 hi\u1ec7u su\u1ea5t v\u00e0 l\u1ed7i do con ng\u01b0\u1eddi g\u00e2y ra. Xe n\u00e2ng th\u00f4ng minh \u0111\u01b0\u1ee3c trang b\u1ecb th\u00eam h\u1ec7 \u0111i\u1ec1u khi\u1ec3n kh\u00f4ng d\u00e2y ho\u1eb7c c\u00f3 d\u00e2y d\u1ec5 d\u00e0ng k\u1ebft n\u1ed1i v\u1edbi c\u1ed5ng \u0111i\u1ec1u khi\u1ec3n chung c\u1ee7a nh\u00e0 kho. \u1ee8ng d\u1ee5ng n\u00e0y cho ph\u00e9p b\u1ea1n gi\u00e1m s\u00e1t t\u1ea7n xu\u1ea5t s\u1eed d\u1ee5ng xe c\u0169ng nh\u01b0 h\u00e0nh vi c\u1ee7a l\u00e1i xe th\u00f4ng qua \u0111\u00f3 c\u00f3 ph\u01b0\u01a1ng \u00e1n n\u00e2ng cao n\u0103ng su\u1ea5t l\u00e0m vi\u1ec7c.<\/p>\n

Xe t\u1ea3i th\u00f4ng minh<\/b><\/p>\n

\"Xe<\/p>\n

Nh\u1eefng chi\u1ebfc xe t\u1ea3i t\u1ef1 l\u00e1i n\u00e0y c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c \u0111i\u1ec1u khi\u1ec3n v\u00e0 gi\u00e1m s\u00e1t t\u1eeb xa m\u00e0 kh\u00f4ng c\u1ea7n ng\u01b0\u1eddi \u0111i\u1ec1u khi\u1ec3n ph\u00eda sau tay l\u00e1i nh\u1eb1m t\u1ed1i \u01b0u h\u00f3a ho\u1ea1t \u0111\u1ed9ng v\u00e0 t\u0103ng \u0111\u1ed9 an to\u00e0n tr\u00ean \u0111\u01b0\u1eddng, \u0111\u1ea3m b\u1ea3o h\u00e0ng h\u00f3a \u1edf \u0111i\u1ec1u ki\u1ec7n t\u1ed1t nh\u1ea5t khi v\u1eadn chuy\u1ec3n.<\/p>\n

Trong t\u01b0\u01a1ng lai g\u1ea7n, Smart Truck t\u00edch h\u1ee3p th\u00eam nhi\u1ec1u t\u00ednh n\u0103ng ti\u1ec7n \u00edch \u0111a n\u0103ng, k\u1ebft n\u1ed1i tr\u1ef1c ti\u1ebfp, li\u1ec1n m\u1ea1ch v\u1edbi c\u00e1c h\u00e3ng t\u00e0u, kho b\u00e3i, c\u00e1c trung t\u00e2m d\u1ecbch v\u1ee5 logistics cho xe, c\u00e1c \u0111\u01a1n v\u1ecb cung c\u1ea5p d\u1ecbch v\u1ee5 cho h\u00e0ng h\u00f3a nh\u01b0 b\u1ea3o hi\u1ec3m, gi\u00e1m \u0111\u1ecbnh\u2026 s\u1ebd t\u1ea1o ra m\u1ed9t h\u1ec7 sinh th\u00e1i \u01b0u vi\u1ec7t th\u00fac \u0111\u1ea9y v\u1eadn chuy\u1ec3n v\u00e0 ng\u00e0nh logistics ph\u00e1t tri\u1ec3n l\u00ean t\u1ea7m cao m\u1edbi, t\u0103ng s\u1ee9c c\u1ea1nh tranh cho n\u1ec1n kinh t\u1ebf.<\/p>\n

M\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i<\/b><\/p>\n

\"♦<\/p>\n

Trong c\u00e1c nh\u00e0 kho, m\u00e1y bay kh\u00f4ng ng\u01b0\u1eddi l\u00e1i c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 t\u0103ng t\u1ed1c \u0111\u1ed9 \u0111\u1ebfm h\u00e0ng t\u1ed3n kho, t\u1ed1i \u01b0u h\u00f3a \u0111\u01b0\u1eddng \u0111i xung quanh nh\u00e0 kho khi k\u00e9o h\u00e0ng t\u1ed3n kho v\u00e0 \u0111\u1ec3 c\u1ea3i thi\u1ec7n s\u1ef1 an to\u00e0n c\u1ee7a c\u00f4ng nh\u00e2n.<\/p>\n

2 \u2013 LOGISTICS XANH<\/b><\/h2>\n

\"\"<\/p>\n

2.1. Logistics xanh l\u00e0 g\u00ec?<\/strong><\/h3>\n

\u201cLogistics xanh\u201d \u0111\u01b0\u1ee3c hi\u1ec3u l\u00e0 s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa ho\u1ea1t \u0111\u1ed9ng c\u1ee7a chu\u1ed7i cung \u1ee9ng v\u00e0 b\u1ea3o v\u1ec7 m\u00f4i tr\u01b0\u1eddng. Trong \u0111\u00f3, \u1ee9ng d\u1ee5ng th\u1ef1c t\u1ebf c\u1ee7a thu\u1eadt ng\u1eef n\u00e0y \u0111\u01b0\u1ee3c th\u1ec3 hi\u1ec7n qua c\u00e1c ho\u1ea1t \u0111\u1ed9ng nh\u1eb1m gi\u1ea3m l\u01b0\u1ee3ng kh\u00ed th\u1ea3i carbon, x\u1eed l\u00fd ch\u1ea5t th\u1ea3i, \u0111\u00f3ng g\u00f3i, t\u00e1i ch\u1ebf v\u00e0 gi\u1ea3m n\u0103ng l\u01b0\u1ee3ng ti\u00eau th\u1ee5.<\/p>\n

Hi\u1ec7n nay, v\u1edbi vi\u1ec7c ng\u01b0\u1eddi ti\u00eau d\u00f9ng v\u00e0 x\u00e3 h\u1ed9i \u0111ang d\u00e0nh s\u1ef1 \u01b0u ti\u00ean quan t\u00e2m \u0111\u1ebfn b\u1ea3o v\u1ec7 m\u00f4i tr\u01b0\u1eddng nhi\u1ec1u h\u01a1n, th\u00ec c\u00e1c c\u00f4ng ty logistics v\u00e0 cung c\u1ea5p chu\u1ed7i cung \u1ee9ng c\u0169ng cam k\u1ebft th\u1ef1c hi\u1ec7n nh\u1eefng ho\u1ea1t \u0111\u1ed9ng c\u00f3 l\u1ee3i h\u01a1n v\u1edbi m\u00f4i tr\u01b0\u1eddng.<\/p>\n

2.2. \u1ee8ng d\u1ee5ng \u201cLogistics Xanh\u201d trong chu\u1ed7i cung \u1ee9ng<\/h3>\n
    \n
  • V\u1eadn t\u1ea3i xanh:<\/strong>\u00a0s\u1eed d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng ti\u1ec7n v\u1eadn t\u1ea3i t\u1ea1o ra l\u01b0\u1ee3ng kh\u00ed th\u1ea3i th\u1ea5p h\u01a1n nh\u01b0 xe \u0111i\u1ec7n s\u1eed d\u1ee5ng n\u0103ng l\u01b0\u1ee3ng s\u1ea1ch, v\u1eadn t\u1ea3i \u0111\u01b0\u1eddng th\u1ee7y\u2026<\/li>\n
  • Bao b\u00ec xanh:<\/strong>\u00a0s\u1eed d\u1ee5ng c\u00e1c bao b\u00ec c\u00f3 kh\u1ea3 n\u0103ng t\u00e1i ch\u1ebf, t\u00e1i s\u1eed d\u1ee5ng, bao b\u00ec d\u00f9ng v\u1eadt li\u1ec7u c\u00f3 th\u1ec3 ph\u00e2n h\u1ee7y v\u00e0 ph\u00e2n h\u1ee7y sinh h\u1ecdc\u2026<\/li>\n
  • Kho b\u00e3i xanh:<\/strong>\u00a0\u0111i\u1ec7n n\u0103ng trong kho b\u00e3i \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng b\u1eb1ng n\u0103ng l\u01b0\u1ee3ng m\u1eb7t tr\u1eddi,\u2026\u2026<\/li>\n
  • Logistics ng\u01b0\u1ee3c:<\/strong>\u00a0t\u0103ng c\u01b0\u1eddng t\u00e1i s\u1eed d\u1ee5ng c\u00e1c s\u1ea3n ph\u1ea9m, bao b\u00ec, v\u1eadt li\u1ec7u; t\u00e1i s\u1ea3n xu\u1ea5t v\u00e0 t\u00e2n trang\u2026<\/li>\n<\/ul>\n

    3 \u2013 BLOCKCHAIN<\/b><\/h2>\n

    \"\"<\/p>\n

    3.1. Blockchain l\u00e0 g\u00ec?<\/strong><\/h3>\n

    Blockchain<\/strong>\u00a0hay c\u00f2n g\u1ecdi v\u1edbi t\u00ean\u00a0chu\u1ed7i kh\u1ed1i, block chain,\u2026\u00a0<\/em>l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng c\u01a1 s\u1edf d\u1eef li\u1ec7u d\u1ea1ng chu\u1ed7i \u2013 kh\u1ed1i cho ph\u00e9p l\u01b0u tr\u1eef v\u00e0 truy\u1ec1n t\u1ea3i th\u00f4ng tin m\u1ed9t c\u00e1ch an to\u00e0n \u0111\u01b0\u1ee3c li\u00ean k\u1ebft, m\u1edf r\u1ed9ng v\u1edbi nhau nh\u1edd c\u00e1c thu\u1eadt to\u00e1n m\u00e3 h\u00f3a v\u00f4 c\u00f9ng ph\u1ee9c t\u1ea1p.<\/p>\n

    3.2. Vai tr\u00f2 c\u1ee7a Blockchain trong chu\u1ed7i cung \u1ee9ng<\/strong><\/h3>\n

    C\u1ea3i thi\u1ec7n t\u00ednh minh b\u1ea1ch trong qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng<\/strong><\/p>\n

    Blockchain gi\u00fap quy tr\u00ecnh qu\u1ea3n l\u00fd chu\u1ed7i cung \u1ee9ng di\u1ec5n ra nhanh ch\u00f3ng, ti\u1ebft ki\u1ec7m th\u1eddi gian. B\u1eb1ng c\u00e1ch lo\u1ea1i b\u1ecf c\u00e1c b\u00ean trung gian v\u00e0 ph\u00e2n c\u1ea5p h\u1ec7 th\u1ed1ng, quy tr\u00ecnh giao d\u1ecbch, thanh to\u00e1n c\u0169ng \u0111\u01b0\u1ee3c di\u1ec5n ra minh b\u1ea1ch, c\u00f4ng khai h\u01a1n. Blockchain t\u1ea1o ra quy tr\u00ecnh trao \u0111\u1ed5i d\u1eef li\u1ec7u v\u00e0 cung c\u1ea5p kho l\u01b0u tr\u1eef an to\u00e0n. T\u1eeb \u0111\u00f3, chu\u1ed7i cung \u1ee9ng \u0111\u01b0\u1ee3c di\u1ec5n ra hi\u1ec7u qu\u1ea3, h\u1ea1n ch\u1ebf t\u1ed1i \u0111a c\u00e1c t\u00ecnh tr\u1ea1ng gian l\u1eadn.<\/p>\n

    C\u00f4ng ngh\u1ec7 m\u1edbi n\u00e0y s\u1ebd c\u00e1ch m\u1ea1ng h\u00f3a l\u0129nh v\u1ef1c logistics v\u1edbi vi\u1ec7c t\u0103ng c\u01b0\u1eddng t\u00ednh minh b\u1ea1ch cho c\u00e1c nh\u00e0 giao nh\u1eadn v\u1eadn t\u1ea3i, gi\u1ea3m thi\u1ec3u s\u1ef1 gi\u00e1n \u0111o\u1ea1n th\u00f4ng tin gi\u1eefa nhi\u1ec1u b\u00ean v\u00e0 lo\u1ea1i b\u1ecf c\u00e1c b\u00ean trung gian, d\u1eabn \u0111\u1ebfn chu\u1ed7i cung \u1ee9ng \u0111\u01b0\u1ee3c \u0111\u01a1n gi\u1ea3n h\u00f3a v\u00e0 c\u00f3 \u0111\u1ed9 tin c\u1eady cao.<\/p>\n

    3.3. \u1ee8ng d\u1ee5ng blockchain trong chu\u1ed7i cung \u1ee9ng<\/strong><\/h3>\n

    C\u00f4ng ngh\u1ec7 Blockchain \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 m\u00e3 h\u00f3a s\u1ea3n ph\u1ea9m ( m\u00e3 h\u00f3a s\u1ed1 seri) v\u1ec1 ngu\u1ed3n g\u1ed1c, s\u1ed1 l\u00f4 v\u00e0 h\u1ea1n s\u1eed d\u1ee5ng . C\u00f3 th\u1ec3 truy v\u1ebft m\u1ecdi l\u00fac m\u1ecdi n\u00ean tr\u00ean c\u00e1c thi\u1ebft b\u1ecb \u0111i\u1ec7n t\u1eed. B\u00ean c\u1ea1nh \u0111\u00f3 c\u00f2n \u1ee9ng d\u1ee5ng v\u00e0o vi\u1ec7c x\u00e1c minh s\u1ea3n ph\u1ea9m, ki\u1ec3m ch\u1ee9ng s\u1ea3n ph\u1ea9m \u0111\u01b0\u1ee3c cung c\u1ea5p b\u1edfi m\u1ed9t nh\u00e0 m\u00e1y s\u1ea3n xu\u1ea5t h\u1ee3p ph\u00e1p \u0111\u00e3 \u0111\u01b0\u1ee3c v\u1eadn chuy\u1ec3n v\u00e0 b\u1ea3o qu\u1ea3n m\u1ed9t c\u00e1ch ph\u00f9 h\u1ee3p hay kh\u00f4ng.<\/p>\n

    4 \u2013 IOT INTERNET OF THINGS<\/b><\/h2>\n

    \"\"<\/p>\n

    4.1. Internet of Things l\u00e0 g\u00ec<\/strong><\/h3>\n

    \u201cInternet of Things\u201d<\/strong>\u00a0hay c\u1ee5 th\u1ec3 h\u01a1n l\u00e0\u00a0M\u1ea1ng l\u01b0\u1edbi v\u1ea1n v\u1eadt k\u1ebft n\u1ed1i Internet ho\u1eb7c l\u00e0 M\u1ea1ng l\u01b0\u1edbi thi\u1ebft b\u1ecb k\u1ebft n\u1ed1i Internet l\u00e0 m\u1ed9t li\u00ean m\u1ea1ng<\/strong>. Trong \u0111\u00f3, c\u00e1c thi\u1ebft b\u1ecb, ph\u01b0\u01a1ng ti\u1ec7n v\u1eadn t\u1ea3i, ph\u00f2ng \u1ed1c v\u00e0 c\u00e1c trang thi\u1ebft b\u1ecb kh\u00e1c \u0111\u01b0\u1ee3c nh\u00fang v\u1edbi c\u00e1c b\u1ed9 ph\u1eadn \u0111i\u1ec7n t\u1eed, ph\u1ea7n m\u1ec1m, c\u1ea3m bi\u1ebfn, c\u01a1 c\u1ea5u ch\u1ea5p h\u00e0nh c\u00f9ng v\u1edbi kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i m\u1ea1ng m\u00e1y t\u00ednh gi\u00fap cho c\u00e1c thi\u1ebft b\u1ecb n\u00e0y c\u00f3 th\u1ec3 thu th\u1eadp v\u00e0 truy\u1ec1n t\u1ea3i d\u1eef li\u1ec7u.<\/p>\n

    Trong l\u0129nh v\u1ef1c Logistics, IoT \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng nh\u1eb1m k\u1ebft n\u1ed1i h\u1ea7u h\u1ebft m\u1ecdi th\u1ee9, nh\u01b0: g\u00f3i h\u00e0ng, l\u01b0u kho, x\u1ebfp d\u1ee1, chuy\u00ean ch\u1edf h\u00e0ng h\u00f3a ,\u2026 gi\u00fap ti\u1ebft ki\u1ec7m th\u1eddi gian, gia t\u0103ng gi\u00e1 tr\u1ecb cho chu\u1ed7i cung \u1ee9ng.<\/p>\n

    4.2. \u1ee8ng d\u1ee5ng c\u1ee7a \u201cIOT\u201d trong chu\u1ed7i cung \u1ee9ng<\/strong><\/h3>\n

    Qu\u1ea3n l\u00fd h\u00e0ng tr\u00ecnh v\u00e0 \u0111\u1ecba \u0111i\u1ec3m<\/strong><\/p>\n

    Gi\u1ea3i ph\u00e1p IoT h\u1ed7 tr\u1ee3 qu\u1ea3n l\u00fd v\u1ecb tr\u00ed v\u00e0 tuy\u1ebfn \u0111\u01b0\u1eddng cho ng\u00e0nh Logistics kh\u00e1 ph\u1ed5 bi\u1ebfn hi\u1ec7n nay. Gi\u1ea3i ph\u00e1p n\u00e0y cho ph\u00e9p nh\u00e0 qu\u1ea3n l\u00fd gi\u00e1m s\u00e1t v\u1ecb tr\u00ed c\u1ee7a xe t\u1ea3i trong th\u1eddi gian th\u1ef1c. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng h\u1ec7 th\u1ed1ng theo d\u00f5i GPS v\u00e0 k\u1ef9 thu\u1eadt \u0111\u1ecbnh v\u1ecb \u0111\u1ecba l\u00fd, tuy\u1ebfn \u0111\u01b0\u1eddng do xe t\u1ea3i th\u1ef1c hi\u1ec7n c\u0169ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c gi\u00e1m s\u00e1t t\u1eeb c\u00e1c v\u1ecb tr\u00ed t\u1eeb xa.<\/p>\n

    5 \u2013 M\u1ea0NG 5G<\/b><\/h2>\n

    \"\"<\/p>\n

    \u0110\u01b0\u1ee3c bi\u1ebft \u0111\u1ebfn v\u1edbi t\u00ean g\u1ecdi 5G (th\u1ebf h\u1ec7 th\u1ee9 n\u0103m c\u1ee7a c\u00f4ng ngh\u1ec7 di \u0111\u1ed9ng), t\u1ea5t c\u1ea3 c\u00e1c lo\u1ea1i thi\u1ebft b\u1ecb di \u0111\u1ed9ng, \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i s\u1ebd ch\u1ee9ng ki\u1ebfn \u200b\u200bnh\u1eefng c\u1ea3i ti\u1ebfn l\u1edbn v\u1ec1 t\u1ed1c \u0111\u1ed9, kh\u1ea3 n\u0103ng ph\u1ea3n h\u1ed3i, dung l\u01b0\u1ee3ng, \u0111\u1ed9 tr\u1ec5 c\u1ef1c th\u1ea5p v\u00e0 c\u00e1c l\u0129nh v\u1ef1c kh\u00e1c.Theo ITU, m\u1ea1ng 5G s\u1ebd cung c\u1ea5p t\u1ed1c \u0111\u1ed9 truy\u1ec1n d\u1eef li\u1ec7u l\u00ean \u0111\u1ebfn 20 gigabit m\u1ed7i gi\u00e2y (Gbps).<\/p>\n

    Ngo\u00e0i ra, nh\u1eefng thi\u1ebft b\u1ecb IoT c\u00f3 k\u1ebft n\u1ed1i 5G c\u00f2n c\u00f3 th\u1ec3 gi\u00e1m s\u00e1t c\u00e1c s\u1ea3n ph\u1ea9m v\u1edbi c\u00e1c c\u1ea3m bi\u1ebfn IoT chuy\u00ean d\u1ee5ng, t\u1eeb \u0111\u00f3 cho ra c\u00e1c th\u00f4ng tin h\u1eefu \u00edch v\u1ec1 chuy\u1ebfn giao h\u00e0ng nh\u01b0 \u0111\u1ea3m b\u1ea3o nhi\u1ec7t \u0111\u1ed9, \u0111\u1ed9 \u1ea9m, m\u1ee9c \u00e1nh s\u00e1ng, m\u1ee9c kh\u00ed v\u00e0 khu v\u1ef1c c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn ch\u1ea5t l\u01b0\u1ee3ng ho\u1eb7c \u0111\u1ed9 an to\u00e0n c\u1ee7a c\u00e1c s\u1ea3n ph\u1ea9m nh\u1ea1y c\u1ea3m, gi\u00fap kh\u00e1ch h\u00e0ng:<\/p>\n

      \n
    • Cung c\u1ea5p th\u00f4ng tin c\u1eadp nh\u1eadt tr\u1ea1ng th\u00e1i tr\u1ef1c ti\u1ebfp cho kh\u00e1ch h\u00e0ng c\u1ee7a h\u1ecd<\/li>\n
    • Hi\u1ec3u \u0111\u01b0\u1ee3c s\u1ef1 ch\u1eadm tr\u1ec5 ti\u1ec1m \u1ea9n khi v\u1eadn chuy\u1ec3n<\/li>\n
    • S\u1eed d\u1ee5ng AI \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a c\u00e1c tuy\u1ebfn \u0111\u01b0\u1eddng c\u1ee7a \u0111\u1ed9i xe, d\u1ef1a tr\u00ean d\u1eef li\u1ec7u m\u1edbi nh\u1ea5t<\/li>\n
    • D\u1ef1 b\u00e1o ch\u00ednh x\u00e1c khi n\u00e0o h\u00e0ng v\u1ec1<\/li>\n<\/ul>\n

      Nh\u1eefng l\u1ee3i \u00edch n\u00e0y c\u0169ng s\u1ebd gi\u00fap gia t\u0103ng th\u00f4ng tin v\u1ecb tr\u00ed, t\u1ed1i \u01b0u h\u00f3a v\u1eadn chuy\u1ec3n, gi\u1ea3m thi\u1ec3u s\u1ef1 ch\u1eadm tr\u1ec5 v\u00e0 gi\u00fap kh\u00e1ch h\u00e0ng chu\u1ea9n b\u1ecb t\u1ed1t h\u01a1n \u0111\u1ec3 nh\u1eadn h\u00e0ng..<\/p>\n

      6 \u2013 BIG DATA<\/b><\/h2>\n

      \"BIG<\/p>\n

      6.1. Big Data l\u00e0 g\u00ec?<\/strong><\/h3>\n

      Big data<\/strong>\u00a0l\u00e0\u00a0kh\u1ed1i d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3<\/strong>\u00a0\u0111\u01b0\u1ee3c t\u1ea1o ra b\u1edfi con ng\u01b0\u1eddi, c\u00f4ng c\u1ee5 v\u00e0 m\u00e1y m\u00f3c.\u00a0\u0110\u01b0\u1ee3c l\u01b0u tr\u1eef t\u1ea1i c\u00e1c thi\u1ebft b\u1ecb h\u1ed7 tr\u1ee3 v\u00e0 internet<\/strong>. Ph\u00e2n t\u00edch Big Data gi\u00fap t\u1ea1o ra c\u00e1c quy\u1ebft \u0111\u1ecbnh t\u1ed1t h\u01a1n cho t\u1ea5t c\u1ea3 c\u00e1c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a chu\u1ed7i cung \u1ee9ng b\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p d\u1eef li\u1ec7u v\u00e0 ph\u01b0\u01a1ng ph\u00e1p \u0111\u1ecbnh l\u01b0\u1ee3ng, ph\u00e2n t\u00edch c\u1ea3 ngu\u1ed3n d\u1eef li\u1ec7u m\u1edbi v\u00e0 c\u0169. \u0110i\u1ec1u n\u00e0y t\u1ea1o ra nh\u1eefng lu\u1ed3ng th\u00f4ng tin gi\u00e1 tr\u1ecb gi\u00fap h\u1ed7 tr\u1ee3 nh\u1eefng ng\u01b0\u1eddi ra quy\u1ebft \u0111\u1ecbnh v\u1ec1 chu\u1ed7i cung \u1ee9ng v\u1edbi b\u1ea5t k\u1ef3 \u0111i\u1ec1u g\u00ec t\u1eeb ho\u1ea1t \u0111\u1ed9ng ti\u1ec1n tuy\u1ebfn \u0111\u1ebfn c\u00e1c l\u1ef1a ch\u1ecdn chi\u1ebfn l\u01b0\u1ee3c, ch\u1eb3ng h\u1ea1n nh\u01b0 ch\u1ecdn c\u00e1c m\u00f4 h\u00ecnh v\u1eadn h\u00e0nh chu\u1ed7i cung \u1ee9ng t\u1ed1t nh\u1ea5t.<\/p>\n

      Nh\u1edd t\u1eadn d\u1ee5ng ph\u00e2n t\u00edch Big Data, c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 hi\u1ec3u r\u00f5 h\u01a1n v\u1ec1 nhu c\u1ea7u c\u1ee7a kh\u00e1ch h\u00e0ng,c\u00e1c c\u00f4ng ty nhanh ch\u00f3ng c\u00f3 \u0111\u01b0\u1ee3c th\u00f4ng tin, hi\u1ec3u r\u00f5 v\u1ec1 h\u00e0nh vi, s\u1edf th\u00edch, xu h\u01b0\u1edbng v\u00e0 ph\u00e2n t\u00edch kh\u00e1ch h\u00e0ng g\u1ea7n nh\u01b0 ch\u00ednh x\u00e1c nh\u1ea5t, cho kh\u00e1ch h\u00e0ng quy\u1ec1n truy c\u1eadp \u0111\u1ec3 theo d\u00f5i l\u00f4 h\u00e0ng, truy xu\u1ea5t ngu\u1ed3n g\u1ed1c l\u00f4 h\u00e0ng trong th\u1eddi gian th\u1ef1c, t\u1eeb \u0111\u00f3 c\u00f3 \u0111\u01b0\u1ee3c s\u1ef1 tin t\u01b0\u1edfng, h\u00e0i l\u00f2ng c\u1ee7a kh\u00e1ch h\u00e0ng.<\/p>\n","protected":false},"excerpt":{"rendered":"

      1- ROBOTIC(AI) V\u00c0 T\u1ef0 \u0110\u1ed8NG H\u00d3A 1.1. Robot AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a l\u00e0 g\u00ec? L\u00e0 m\u1ed9t c\u00f4ng ngh\u1ec7 c\u1ee7a hi\u1ec7n t\u1ea1i t\u01b0\u01a1ng lai, Robotics \u0111\u00e3 \u0111\u1ecbnh h\u00ecnh chu\u1ed7i cung \u1ee9ng v\u00e0 ng\u00e0nh logistics. Robot v\u1edbi kh\u1ea3 n\u0103ng AI c\u00f3 th\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c nhi\u1ec7m v\u1ee5 ph\u1ee9c t\u1ea1p h\u01a1n m\u00e0 kh\u00f4ng c\u1ea7n s\u1ef1 \u0111i\u1ec1u khi\u1ec3n […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[246,249,190,217],"tags":[],"_links":{"self":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/posts\/6236"}],"collection":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/comments?post=6236"}],"version-history":[{"count":0,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/posts\/6236\/revisions"}],"wp:attachment":[{"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/media?parent=6236"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/categories?post=6236"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/masterskills.org\/blog\/wp-json\/wp\/v2\/tags?post=6236"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}