{"id":10205,"date":"2026-03-11T06:08:33","date_gmt":"2026-03-11T06:08:33","guid":{"rendered":"https:\/\/www.omch.com\/?p=10205"},"modified":"2026-03-11T07:14:08","modified_gmt":"2026-03-11T07:14:08","slug":"iot-solutions-for-warehouse-management","status":"publish","type":"post","link":"https:\/\/www.omch.com\/vi\/iot-solutions-for-warehouse-management\/","title":{"rendered":"C\u00e1c gi\u1ea3i ph\u00e1p IoT chi\u1ebfn l\u01b0\u1ee3c cho qu\u1ea3n l\u00fd kho: K\u1ebf ho\u1ea1ch n\u00e2ng cao hi\u1ec7u qu\u1ea3"},"content":{"rendered":"

Gi\u1ea3i quy\u1ebft nh\u1eefng th\u00e1ch th\u1ee9c trong l\u0129nh v\u1ef1c logistics hi\u1ec7n \u0111\u1ea1i nh\u1edd c\u00e1c khung c\u00f4ng ngh\u1ec7 IoT t\u00edch h\u1ee3p<\/h2>\n\n\n\n

Ch\u00fang ta c\u1ea7n ph\u1ea3i \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng v\u1ea5n \u0111\u1ec1 \u0111\u00e3 \u0103n s\u00e2u v\u00e0o h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd kho hi\u1ec7n \u0111\u1ea1i tr\u01b0\u1edbc khi \u0111i v\u00e0o c\u00e1c chi ti\u1ebft k\u1ef9 thu\u1eadt v\u00e0 c\u00e1ch th\u1ee9c \u1ee9ng d\u1ee5ng IoT trong kho h\u00e0ng. M\u1eb7c d\u00f9 h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd kho (WMS) c\u1ee7a nhi\u1ec1u c\u00f4ng ty \u0111\u00e3 \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a \u1edf c\u1ea5p \u0111\u1ed9 ph\u1ea7n m\u1ec1m, nh\u01b0ng v\u1eabn c\u00f2n t\u1ed3n t\u1ea1i nh\u1eefng \u201ckho\u1ea3ng tr\u1ed1ng th\u00f4ng tin\u201d nghi\u00eam tr\u1ecdng \u1edf c\u1ea5p \u0111\u1ed9 tri\u1ec3n khai th\u1ef1c t\u1ebf li\u00ean quan \u0111\u1ebfn vi\u1ec7c ph\u00e2n b\u1ed5 ngu\u1ed3n l\u1ef1c.<\/p>\n\n\n\n

\u00c1p l\u1ef1c v\u1ec1 chi ph\u00ed lao \u0111\u1ed9ng v\u00e0 t\u00ecnh tr\u1ea1ng thi\u1ebfu h\u1ee5t lao \u0111\u1ed9ng<\/h3>\n\n\n\n

Chi ph\u00ed nh\u00e2n c\u00f4ng trong ho\u1ea1t \u0111\u1ed9ng kho b\u00e3i d\u00e0nh cho nh\u00e2n vi\u00ean kho th\u01b0\u1eddng chi\u1ebfm h\u01a1n 60% t\u1ed5ng chi ph\u00ed v\u1eadn h\u00e0nh tr\u00ean to\u00e0n th\u1ebf gi\u1edbi. Khi chi ph\u00ed nh\u00e2n c\u00f4ng kh\u00f4ng ng\u1eebng t\u0103ng cao v\u00e0 v\u1ea5n \u0111\u1ec1 tuy\u1ec3n d\u1ee5ng theo m\u00f9a v\u1eabn ti\u1ebfp di\u1ec5n, m\u00f4 h\u00ecnh s\u1eed d\u1ee5ng lao \u0111\u1ed9ng th\u1ee7 c\u00f4ng \u0111\u1ec3 ki\u1ec3m k\u00ea, l\u1ea5y h\u00e0ng v\u00e0 r\u00e0 so\u00e1t h\u00e0ng t\u1ed3n kho \u0111\u00e3 kh\u00f4ng c\u00f2n b\u1ec1n v\u1eefng. Trong c\u00e1c kho h\u00e0ng truy\u1ec1n th\u1ed1ng, nh\u00e2n vi\u00ean d\u00e0nh kho\u1ea3ng m\u1ed9t n\u1eeda th\u1eddi gian di chuy\u1ec3n \u0111\u1ec3 \u0111i b\u1ed9. \u0110\u00e2y l\u00e0 ho\u1ea1t \u0111\u1ed9ng th\u1ec3 ch\u1ea5t k\u00e9m hi\u1ec7u qu\u1ea3 do thi\u1ebfu s\u1ef1 t\u1ed1i \u01b0u h\u00f3a theo th\u1eddi gian th\u1ef1c v\u1ec1 l\u1ed9 tr\u00ecnh v\u00e0 quy ho\u1ea1ch kh\u00f4ng gian nh\u1eb1m duy tr\u00ec m\u1ee9c t\u1ed3n kho t\u1ed1i \u01b0u v\u00e0 hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng.<\/p>\n\n\n\n

\u201cB\u00f3ng ma\u201d c\u1ee7a \u0111\u1ed9 ch\u00ednh x\u00e1c trong qu\u1ea3n l\u00fd h\u00e0ng t\u1ed3n kho<\/h3>\n\n\n\n

C\u01a1n \u00e1c m\u1ed9ng c\u1ee7a ng\u01b0\u1eddi qu\u1ea3n l\u00fd kho l\u00e0 h\u00e0ng h\u00f3a \u0111\u00e3 \u0111\u01b0\u1ee3c ghi ch\u00e9p trong s\u1ed5 s\u00e1ch nh\u01b0ng l\u1ea1i kh\u00f4ng th\u1ec3 t\u00ecm th\u1ea5y t\u1ea1i kho. M\u1eb7c d\u00f9 ph\u01b0\u01a1ng ph\u00e1p qu\u00e9t m\u00e3 v\u1ea1ch truy\u1ec1n th\u1ed1ng l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng t\u1ed1t h\u01a1n so v\u1edbi vi\u1ec7c ghi ch\u00e9p th\u1ee7 c\u00f4ng, nh\u01b0ng \u0111\u00e2y v\u1eabn l\u00e0 m\u1ed9t h\u1ec7 th\u1ed1ng th\u1ee7 c\u00f4ng v\u00e0 vi\u1ec7c qu\u00e9t thi\u1ebfu ho\u1eb7c qu\u00e9t sai v\u1eabn th\u01b0\u1eddng xuy\u00ean x\u1ea3y ra. \u0110i\u1ec1u n\u00e0y g\u00e2y ra s\u1ef1 ch\u1eadm tr\u1ec5 trong vi\u1ec7c \u0111\u1ed3ng b\u1ed9 h\u00f3a d\u1eef li\u1ec7u, d\u1eabn \u0111\u1ebfn hi\u1ec7n t\u01b0\u1ee3ng g\u1ecdi l\u00e0 \u201ch\u00e0ng t\u1ed3n kho \u1ea3o\u201d, t\u1eeb \u0111\u00f3 \u1ea3nh h\u01b0\u1edfng tr\u1ef1c ti\u1ebfp \u0111\u1ebfn \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ee7a doanh s\u1ed1 b\u00e1n h\u00e0ng v\u00e0 c\u00e1c quy\u1ebft \u0111\u1ecbnh b\u1ed5 sung h\u00e0ng t\u1ed3n kho.<\/p>\n\n\n\n

Thi\u1ebfu t\u00ednh minh b\u1ea1ch trong chu\u1ed7i cung \u1ee9ng<\/h3>\n\n\n\n

Ng\u00e0nh logistics hi\u1ec7n \u0111\u1ea1i \u0111\u00f2i h\u1ecfi kh\u1ea3 n\u0103ng theo d\u00f5i xuy\u00ean su\u1ed1t t\u1eeb \u0111\u1ea7u \u0111\u1ebfn cu\u1ed1i. Khi c\u00e1c quy tr\u00ecnh n\u1ed9i b\u1ed9 trong kho v\u1eabn c\u00f2n l\u00e0 \u201ch\u1ed9p \u0111en\u201d, kh\u1ea3 n\u0103ng d\u1ef1 \u0111o\u00e1n c\u1ee7a to\u00e0n b\u1ed9 chu\u1ed7i cung \u1ee9ng s\u1ebd b\u1ecb \u1ea3nh h\u01b0\u1edfng nghi\u00eam tr\u1ecdng. C\u00e1c doanh nghi\u1ec7p kh\u00f4ng ch\u1ec9 c\u1ea7n bi\u1ebft h\u00e0ng h\u00f3a \u0111ang c\u00f3 trong kho, m\u00e0 c\u00f2n ph\u1ea3i n\u1eafm r\u00f5 h\u00e0ng h\u00f3a \u0111ang \u1edf d\u00e2y chuy\u1ec1n ph\u00e2n lo\u1ea1i n\u00e0o, \u0111i\u1ec1u ki\u1ec7n m\u00f4i tr\u01b0\u1eddng c\u00f3 \u0111\u00e1p \u1ee9ng ti\u00eau chu\u1ea9n hay kh\u00f4ng, v\u00e0 th\u1eddi \u0111i\u1ec3m d\u1ef1 ki\u1ebfn h\u00e0ng h\u00f3a s\u1ebd \u0111\u01b0\u1ee3c xu\u1ea5t kho. C\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 thu h\u1eb9p kho\u1ea3ng c\u00e1ch gi\u1eefa th\u1ebf gi\u1edbi v\u1eadt l\u00fd v\u00e0 th\u1ebf gi\u1edbi s\u1ed1 b\u1eb1ng c\u00e1ch k\u1ebft n\u1ed1i c\u00e1c c\u1ea3m bi\u1ebfn IoT, b\u1ed9 \u0111i\u1ec1u khi\u1ec3n v\u00e0 m\u1ea1ng truy\u1ec1n th\u00f4ng v\u1edbi ki\u1ebfn tr\u00fac IoT, t\u1eeb \u0111\u00f3 gi\u1ea3i quy\u1ebft t\u1eadn g\u1ed1c c\u00e1c \u0111i\u1ec3m ngh\u1ebdn hi\u1ec7u qu\u1ea3 n\u00e0y.<\/p>\n\n\n\n

Theo d\u00f5i t\u00e0i s\u1ea3n theo th\u1eddi gian th\u1ef1c: T\u1eeb c\u00f4ng ngh\u1ec7 RFID \u0111\u1ebfn c\u00e1c c\u1ea3m bi\u1ebfn ti\u00ean ti\u1ebfn<\/h2>\n\n\n\n

\u1ee8ng d\u1ee5ng c\u01a1 b\u1ea3n c\u1ee7a IoT trong kho h\u00e0ng l\u00e0 theo d\u00f5i h\u00e0ng t\u1ed3n kho. \u0110\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c kh\u1ea3 n\u0103ng \u0111\u1ecbnh v\u1ecb c\u1ea5p \u0111\u1ed9 th\u1ee9 hai trong s\u1ed1 h\u00e0ng ngh\u00ecn SKU (\u0110\u01a1n v\u1ecb qu\u1ea3n l\u00fd h\u00e0ng t\u1ed3n kho) v\u00e0 x\u00e1c \u0111\u1ecbnh ch\u00ednh x\u00e1c v\u1ecb tr\u00ed c\u1ee7a c\u00e1c m\u1eb7t h\u00e0ng, vi\u1ec7c ch\u1ec9 s\u1eed d\u1ee5ng m\u1ed9t c\u00f4ng ngh\u1ec7 l\u00e0 ch\u01b0a \u0111\u1ee7; thay v\u00e0o \u0111\u00f3, c\u1ea7n c\u00f3 s\u1ef1 ph\u1ed1i h\u1ee3p \u0111a chi\u1ec1u gi\u1eefa th\u1ebb RFID v\u00e0 c\u00e1c c\u1ea3m bi\u1ebfn ti\u00ean ti\u1ebfn. Hi\u1ec7n nay, c\u00e1c gi\u1ea3i ph\u00e1p theo d\u00f5i ch\u1ee7 \u0111\u1ea1o bao g\u1ed3m RFID, Bluetooth (BLE), UWB (Ultra-Wideband) v\u00e0 c\u00e1c gi\u1ea3i ph\u00e1p c\u1ea3m bi\u1ebfn d\u1ef1a tr\u00ean th\u1ecb gi\u00e1c m\u00e1y t\u00ednh. Hi\u1ec7u su\u1ea5t c\u1ee7a c\u00e1c gi\u1ea3i ph\u00e1p n\u00e0y tr\u00ean c\u00e1c kh\u00eda c\u1ea1nh kh\u00e1c nhau \u0111\u01b0\u1ee3c tr\u00ecnh b\u00e0y trong b\u1ea3ng d\u01b0\u1edbi \u0111\u00e2y:<\/p>\n\n\n\n

Lo\u1ea1i c\u00f4ng ngh\u1ec7<\/td>\u0110\u1ed9 ch\u00ednh x\u00e1c<\/td>Chi ph\u00ed<\/td>Th\u1eddi l\u01b0\u1ee3ng pin<\/td>C\u00e1c t\u00ecnh hu\u1ed1ng \u1ee9ng d\u1ee5ng ch\u00ednh<\/td><\/tr>
RFID (th\u1ee5 \u0111\u1ed9ng)<\/strong><\/td>M\u1ee9c \u0111\u1ed9 t\u1eeb centimet \u0111\u1ebfn m\u00e9t<\/td>C\u1ef1c k\u1ef3 th\u1ea5p<\/td>Kh\u00f4ng c\u1ea7n pin<\/td>Ki\u1ec3m k\u00ea h\u00e0ng h\u00f3a s\u1ed1 l\u01b0\u1ee3ng l\u1edbn, ki\u1ec3m tra h\u00e0ng nh\u1eadp\/xu\u1ea5t<\/td><\/tr>
Bluetooth (BLE)<\/strong><\/td>1\u20133 m\u00e9t<\/td>Trung b\u00ecnh<\/td>2\u20135 n\u0103m<\/td>X\u00e1c \u0111\u1ecbnh v\u1ecb tr\u00ed nh\u00e2n vi\u00ean, theo d\u00f5i thi\u1ebft b\u1ecb x\u1eed l\u00fd v\u1eadt li\u1ec7u<\/td><\/tr>
UWB<\/strong><\/td>Trong ph\u1ea1m vi 10 cm<\/td>Cao<\/td>1\u20132 n\u0103m<\/td>\u0110\u1ecbnh v\u1ecb ch\u00ednh x\u00e1c t\u00e0i s\u1ea3n c\u00f3 gi\u00e1 tr\u1ecb cao, c\u1ea3nh b\u00e1o va ch\u1ea1m<\/td><\/tr>
C\u1ea3m bi\u1ebfn quang \u0111i\u1ec7n\/c\u1ea3m bi\u1ebfn ti\u1ec7m c\u1eadn<\/strong><\/td>C\u1ea5p \u0111\u1ed9 milimet<\/td>Th\u1ea5p<\/td>Tu\u1ed5i th\u1ecd cao (ngu\u1ed3n \u0111i\u1ec7n c\u00f4ng nghi\u1ec7p)<\/td>Ph\u00e1t hi\u1ec7n h\u00e0ng h\u00f3a tr\u00ean b\u0103ng t\u1ea3i, ph\u00e2n lo\u1ea1i t\u1ef1 \u0111\u1ed9ng<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

Trong khi c\u00f4ng ngh\u1ec7 RFID gi\u00fap tr\u1ea3 l\u1eddi c\u00e1c c\u00e2u h\u1ecfi \u201c\u0111\u00f3 l\u00e0 g\u00ec\u201d v\u00e0 \u201cn\u00f3 \u1edf \u0111\u00e2u\u201d, th\u00ec t\u1ea1i c\u00e1c kho h\u00e0ng \u0111\u1ed9ng c\u00f3 m\u1ee9c \u0111\u1ed9 t\u1ef1 \u0111\u1ed9ng h\u00f3a cao, ch\u00fang ta c\u1ea7n th\u00f4ng tin chi ti\u1ebft h\u01a1n, v\u00ed d\u1ee5 nh\u01b0: \u201cV\u1eadt ph\u1ea9m n\u00e0y \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00e1nh tay ph\u00e2n lo\u1ea1i x\u1eed l\u00fd ch\u01b0a?\u201d hay \u201cPallet n\u00e0y c\u00f3 \u1edf \u0111\u00fang v\u1ecb tr\u00ed kh\u00f4ng?\u201d. \u0110i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi ph\u1ea3i s\u1eed d\u1ee5ng c\u00e1c c\u1ea3m bi\u1ebfn hi\u1ec7u su\u1ea5t cao \u0111\u1ea1t ti\u00eau chu\u1ea9n c\u00f4ng nghi\u1ec7p.<\/p>\n\n\n\n

OMCH c\u0169ng \u0111ang th\u1ec3 hi\u1ec7n n\u0103ng l\u1ef1c xu\u1ea5t s\u1eafc trong l\u0129nh v\u1ef1c n\u00e0y v\u1edbi t\u01b0 c\u00e1ch l\u00e0 m\u1ed9t trong nh\u1eefng nh\u00e0 s\u1ea3n xu\u1ea5t linh ki\u1ec7n t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng nghi\u1ec7p th\u00e0nh c\u00f4ng nh\u1ea5t tr\u00ean th\u1ebf gi\u1edbi. K\u1ec3 t\u1eeb khi th\u00e0nh l\u1eadp v\u00e0o n\u0103m 1986, OMCH \u0111\u00e3 chuy\u00ean s\u00e2u v\u00e0o ho\u1ea1t \u0111\u1ed9ng nghi\u00ean c\u1ee9u v\u00e0 ph\u00e1t tri\u1ec3n, s\u1ea3n xu\u1ea5t v\u00e0 kinh doanh c\u00e1c s\u1ea3n ph\u1ea9m t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng nghi\u1ec7p v\u00e0 thi\u1ebft b\u1ecb \u0111i\u1ec7n h\u1ea1 \u00e1p.<\/p>\n\n\n\n

T\u1ea1i sao OMCH l\u1ea1i l\u00e0 l\u1ef1a ch\u1ecdn l\u00fd t\u01b0\u1edfng cho l\u1edbp v\u1eadt l\u00fd c\u1ee7a h\u1ec7 th\u1ed1ng IoT trong kho?<\/strong><\/p>\n\n\n\n

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  • Ph\u1ee7 s\u00f3ng to\u00e0n di\u1ec7n c\u00e1c t\u00ecnh hu\u1ed1ng:<\/strong> OMCH c\u00f3 h\u01a1n 3.000 th\u00f4ng s\u1ed1 k\u1ef9 thu\u1eadt v\u00e0 m\u1eabu m\u00e3 s\u1ea3n ph\u1ea9m, bao g\u1ed3m c\u00f4ng t\u1eafc ti\u1ec7m c\u1eadn c\u1ea3m \u1ee9ng t\u1eeb v\u00e0 \u0111i\u1ec7n dung, c\u0169ng nh\u01b0 c\u1ea3m bi\u1ebfn quang \u0111i\u1ec7n t\u1ea7m xa, c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng m\u1ecdi nhu c\u1ea7u ph\u00e1t hi\u1ec7n ph\u1ee9c t\u1ea1p trong t\u1ef1 \u0111\u1ed9ng h\u00f3a kho h\u00e0ng.<\/li>\n\n\n\n
  • \u0110\u1ed9 tin c\u1eady c\u1ea5p c\u00f4ng nghi\u1ec7p:<\/strong> \u0110i\u1ec1u ki\u1ec7n trong kho th\u01b0\u1eddng b\u1ee5i b\u1eb7m, c\u00f3 rung \u0111\u1ed9ng v\u00e0 ph\u1ea3i ho\u1ea1t \u0111\u1ed9ng li\u00ean t\u1ee5c 24\/7. C\u00e1c s\u1ea3n ph\u1ea9m c\u1ee7a OMCH \u0111\u00e3 \u0111\u1ea1t \u0111\u01b0\u1ee3c nhi\u1ec1u ch\u1ee9ng nh\u1eadn ti\u00eau chu\u1ea9n qu\u1ed1c t\u1ebf, bao g\u1ed3m CE, RoHS, ISO 9001 v\u00e0 IEC. C\u00e1c c\u1ea3m bi\u1ebfn v\u00e0 b\u1ed9 ngu\u1ed3n chuy\u1ec3n m\u1ea1ch c\u1ee7a h\u1ecd \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 ch\u00ednh x\u00e1c cao trong vi\u1ec7c thu th\u1eadp d\u1eef li\u1ec7u ngay c\u1ea3 trong m\u00f4i tr\u01b0\u1eddng c\u00f3 c\u01b0\u1eddng \u0111\u1ed9 ho\u1ea1t \u0111\u1ed9ng cao, \u0111i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 h\u1ec7 th\u1ed1ng IoT s\u1ebd kh\u00f4ng b\u1ecb gi\u00e1n \u0111o\u1ea1n do s\u1ef1 c\u1ed1 ph\u1ea7n c\u1ee9ng \u1edf l\u1edbp c\u01a1 s\u1edf.<\/li>\n\n\n\n
  • H\u1ec7 th\u1ed1ng d\u1ecbch v\u1ee5 to\u00e0n c\u1ea7u h\u00f3a:<\/strong> M\u1ea1ng l\u01b0\u1edbi b\u00e1n h\u00e0ng c\u1ee7a OMCH ph\u1ee7 s\u00f3ng h\u01a1n 100 qu\u1ed1c gia tr\u00ean to\u00e0n th\u1ebf gi\u1edbi, v\u1edbi h\u01a1n 72.000 kh\u00e1ch h\u00e0ng. \u0110\u1ed1i v\u1edbi vi\u1ec7c b\u1ed1 tr\u00ed kho h\u00e0ng to\u00e0n c\u1ea7u c\u1ee7a c\u00e1c t\u1eadp \u0111o\u00e0n \u0111a qu\u1ed1c gia, d\u1ecbch v\u1ee5 \u201cph\u1ea3n h\u1ed3i nhanh 24\/7\u201d v\u00e0 cung c\u1ea5p linh ki\u1ec7n tr\u1ecdn g\u00f3i (bao g\u1ed3m b\u1ed9 ngu\u1ed3n, c\u1ea7u dao, r\u01a1le, v.v.) do OMCH cung c\u1ea5p c\u00f3 th\u1ec3 gi\u00fap r\u00fat ng\u1eafn \u0111\u00e1ng k\u1ec3 chu k\u1ef3 tri\u1ec3n khai v\u00e0 b\u1ea3o tr\u00ec h\u1ec7 th\u1ed1ng.<\/li>\n<\/ul>\n\n\n\n

    C\u00f3 th\u1ec3 n\u00f3i r\u1eb1ng, n\u1ebfu ph\u1ea7n m\u1ec1m IoT l\u00e0 \u201cb\u1ed9 n\u00e3o\u201d c\u1ee7a kho h\u00e0ng, th\u00ec c\u00e1c c\u1ea3m bi\u1ebfn c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao v\u00e0 m\u00f4-\u0111un ngu\u1ed3n nh\u01b0 nh\u1eefng s\u1ea3n ph\u1ea9m do OMCH s\u1ea3n xu\u1ea5t ch\u00ednh l\u00e0 \u201cc\u00e1c gi\u00e1c quan\u201d v\u00e0 \u201cc\u00e1c \u0111\u1ea7u d\u00e2y th\u1ea7n kinh\u201d c\u1ee7a kho h\u00e0ng.<\/p>\n\n\n\n

    Lo\u1ea1i b\u1ecf sai s\u00f3t do con ng\u01b0\u1eddi g\u00e2y ra: H\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd h\u00e0ng t\u1ed3n kho t\u1ef1 \u0111\u1ed9ng<\/h2>\n\n\n\n

    M\u1ed9t trong nh\u1eefng nguy\u00ean nh\u00e2n ti\u1ec1m \u1ea9n l\u1edbn nh\u1ea5t d\u1eabn \u0111\u1ebfn chi ph\u00ed kho b\u00e3i t\u0103ng cao l\u00e0 l\u1ed7i c\u1ee7a con ng\u01b0\u1eddi v\u00e0 s\u1ef1 can thi\u1ec7p th\u1ee7 c\u00f4ng qu\u00e1 m\u1ee9c. B\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd h\u00e0ng t\u1ed3n kho t\u1ef1 \u0111\u1ed9ng d\u1ef1a tr\u00ean IoT, ng\u01b0\u1eddi t\u00ecm ki\u1ebfm h\u00e0ng h\u00f3a c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh \u201ch\u00e0ng h\u00f3a t\u00ecm ki\u1ebfm ng\u01b0\u1eddi\u201d, \u0111\u1ed3ng th\u1eddi c\u00e1c l\u1ed7i c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c lo\u1ea1i b\u1ecf ho\u00e0n to\u00e0n th\u00f4ng qua c\u00e1c v\u00f2ng l\u1eb7p d\u1eef li\u1ec7u kh\u00e9p k\u00edn, t\u1eeb \u0111\u00f3 \u0111\u1ea9y nhanh qu\u00e1 tr\u00ecnh x\u1eed l\u00fd \u0111\u01a1n h\u00e0ng.<\/p>\n\n\n\n

    Vi\u1ec7c qu\u1ea3n l\u00fd k\u1ec7 h\u00e0ng truy\u1ec1n th\u1ed1ng d\u1ef1a tr\u00ean kinh nghi\u1ec7m, nh\u01b0ng v\u1edbi c\u00f4ng ngh\u1ec7 IoT v\u00e0 k\u1ec7 h\u00e0ng th\u00f4ng minh, c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng l\u1eadp k\u1ebf ho\u1ea1ch c\u00e1c v\u1ecb tr\u00ed l\u01b0u tr\u1eef t\u1ed1i \u01b0u d\u1ef1a tr\u00ean t\u1ea7n su\u1ea5t xu\u1ea5t h\u00e0ng, kh\u1ed1i l\u01b0\u1ee3ng v\u00e0 tr\u1ecdng l\u01b0\u1ee3ng c\u1ee7a t\u1eebng SKU, th\u00f4ng qua d\u1eef li\u1ec7u v\u1ec1 t\u00ecnh tr\u1ea1ng chi\u1ebfm d\u1ee5ng k\u1ec7 \u0111\u01b0\u1ee3c thu th\u1eadp theo th\u1eddi gian th\u1ef1c b\u1edfi c\u00e1c c\u1ea3m bi\u1ebfn. Ngay khi m\u1ed9t pallet \u0111\u01b0\u1ee3c \u0111\u1eb7t l\u00ean k\u1ec7, c\u00e1c c\u1ea3m bi\u1ebfn tr\u1ecdng l\u01b0\u1ee3ng v\u00e0 c\u1ea3m bi\u1ebfn h\u1ed3ng ngo\u1ea1i s\u1ebd ngay l\u1eadp t\u1ee9c x\u00e1c nh\u1eadn vi\u1ec7c l\u01b0u tr\u1eef \u0111\u00e3 ho\u00e0n t\u1ea5t v\u00e0 t\u1ef1 \u0111\u1ed9ng c\u1eadp nh\u1eadt c\u01a1 s\u1edf d\u1eef li\u1ec7u m\u00e0 kh\u00f4ng c\u1ea7n b\u1ea5t k\u1ef3 s\u1ef1 can thi\u1ec7p n\u00e0o c\u1ee7a con ng\u01b0\u1eddi.<\/p>\n\n\n\n

    Trong qu\u00e1 tr\u00ecnh ph\u00e2n lo\u1ea1i, c\u00f4ng ngh\u1ec7 Pick-to-Light k\u1ebft h\u1ee3p v\u1edbi c\u00e1c thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i IoT c\u00f3 kh\u1ea3 n\u0103ng nh\u1eadn di\u1ec7n h\u00ecnh \u1ea3nh c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o \u0111\u1ed9 ch\u00ednh x\u00e1c 100% cho nh\u00e2n vi\u00ean l\u1ea5y h\u00e0ng. Trong tr\u01b0\u1eddng h\u1ee3p nh\u00e2n vi\u00ean l\u1ea5y nh\u1ea7m m\u1eb7t h\u00e0ng, c\u1ea3m bi\u1ebfn r\u00e8m h\u1ed3ng ngo\u1ea1i s\u1ebd ph\u00e1t ra c\u1ea3nh b\u00e1o ngay l\u1eadp t\u1ee9c. H\u1ec7 th\u1ed1ng ph\u1ea3n h\u1ed3i th\u1eddi gian th\u1ef1c n\u00e0y gi\u00fap gi\u1ea3m 70% th\u1eddi gian \u0111\u00e0o t\u1ea1o nh\u00e2n vi\u00ean m\u1edbi v\u00e0 t\u1ef7 l\u1ec7 sai s\u00f3t khi l\u1ea5y h\u00e0ng g\u1ea7n nh\u01b0 b\u1eb1ng kh\u00f4ng.<\/p>\n\n\n\n

    N\u00e2ng cao an to\u00e0n v\u00e0 n\u0103ng su\u1ea5t lao \u0111\u1ed9ng nh\u1edd c\u00f4ng ngh\u1ec7 thi\u1ebft b\u1ecb \u0111eo<\/h2>\n\n\n\n

    Trong m\u1eaft c\u00e1c nh\u00e0 ra quy\u1ebft \u0111\u1ecbnh trong l\u0129nh v\u1ef1c B2B, an to\u00e0n v\u00e0 hi\u1ec7u qu\u1ea3 l\u00e0m vi\u1ec7c c\u1ee7a nh\u00e2n vi\u00ean kh\u00f4ng ph\u1ea3i l\u00e0 hai y\u1ebfu t\u1ed1 lo\u1ea1i tr\u1eeb l\u1eabn nhau; ng\u01b0\u1ee3c l\u1ea1i, k\u1ecbch b\u1ea3n \u0111\u00f4i b\u00ean c\u00f9ng c\u00f3 l\u1ee3i ho\u00e0n to\u00e0n c\u00f3 th\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c nh\u1edd s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a c\u00e1c thi\u1ebft b\u1ecb IoT \u0111eo \u0111\u01b0\u1ee3c d\u00e0nh cho ng\u01b0\u1eddi lao \u0111\u1ed9ng.<\/p>\n\n\n\n

    Ho\u1ea1t \u0111\u1ed9ng kho b\u00e3i th\u01b0\u1eddng bao g\u1ed3m nhi\u1ec1u c\u00f4ng vi\u1ec7c l\u1eb7p \u0111i l\u1eb7p l\u1ea1i v\u00e0 lao \u0111\u1ed9ng ch\u00e2n tay. C\u00e1c h\u1ec7 th\u1ed1ng b\u1ed9 x\u01b0\u01a1ng ngo\u00e0i t\u00edch h\u1ee3p IoT c\u00f3 th\u1ec3 theo d\u00f5i c\u00e1c ho\u1ea1t \u0111\u1ed9ng n\u00e2ng v\u00e1c c\u1ee7a c\u00f4ng nh\u00e2n, h\u1ed7 tr\u1ee3 h\u1ecd b\u1eb1ng ngu\u1ed3n n\u0103ng l\u01b0\u1ee3ng v\u00e0 thu th\u1eadp th\u00f4ng tin v\u1ec1 t\u1ea3i tr\u1ecdng c\u01a1 th\u1ec3. H\u1ec7 th\u1ed1ng s\u1ebd c\u1ea3nh b\u00e1o c\u00f4ng nh\u00e2n khi ph\u00e1t hi\u1ec7n h\u1ecd \u1edf tr\u1ea1ng th\u00e1i m\u1ec7t m\u1ecfi \u0111\u1ec3 h\u1ecd ngh\u1ec9 ng\u01a1i ho\u1eb7c thay \u0111\u1ed5i t\u01b0 th\u1ebf, t\u1eeb \u0111\u00f3 gi\u00fap ph\u00f2ng ng\u1eeba ch\u1ea5n th\u01b0\u01a1ng lao \u0111\u1ed9ng.<\/p>\n\n\n\n

    T\u1ea1i nh\u1eefng khu v\u1ef1c c\u00f3 c\u1ea3 xe n\u00e2ng v\u00e0 ng\u01b0\u1eddi lao \u0111\u1ed9ng c\u00f9ng ho\u1ea1t \u0111\u1ed9ng, nh\u1eefng ng\u01b0\u1eddi lao \u0111\u1ed9ng \u0111\u01b0\u1ee3c g\u1eafn th\u1ebb BLE ho\u1eb7c UWB c\u00f3 th\u1ec3 giao ti\u1ebfp v\u1edbi xe n\u00e2ng theo th\u1eddi gian th\u1ef1c th\u00f4ng qua c\u00e1c c\u1ea3m bi\u1ebfn \u0111\u01b0\u1ee3c l\u1eafp \u0111\u1eb7t tr\u00ean xe. Trong tr\u01b0\u1eddng h\u1ee3p kho\u1ea3ng c\u00e1ch gi\u1eefa hai b\u00ean nh\u1ecf h\u01a1n ng\u01b0\u1ee1ng an to\u00e0n, c\u00e1c thi\u1ebft b\u1ecb \u0111eo tr\u00ean ng\u01b0\u1eddi c\u1ee7a c\u1ea3 hai b\u00ean ho\u1eb7c thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i tr\u00ean xe s\u1ebd t\u1ef1 \u0111\u1ed9ng ph\u00e1t ra c\u1ea3nh b\u00e1o rung ho\u1eb7c th\u1eadm ch\u00ed bu\u1ed9c xe ph\u1ea3i gi\u1ea3m t\u1ed1c \u0111\u1ed9, t\u1eeb \u0111\u00f3 tr\u00e1nh \u0111\u01b0\u1ee3c c\u00e1c tai n\u1ea1n an to\u00e0n nghi\u00eam tr\u1ecdng.<\/p>\n\n\n\n

    Tr\u00ed tu\u1ec7 d\u1ef1a tr\u00ean d\u1eef li\u1ec7u: B\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n v\u00e0 ph\u00e2n t\u00edch b\u1eb1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/h2>\n\n\n\n
    \"C\u00e1c<\/figure>\n\n\n\n

    IoT kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n l\u00e0 k\u1ebft n\u1ed1i c\u00e1c thi\u1ebft b\u1ecb, m\u00e0 c\u00f2n li\u00ean quan \u0111\u1ebfn ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n \u0111\u01b0\u1ee3c t\u1ea1o ra t\u1eeb lu\u1ed3ng d\u1eef li\u1ec7u.<\/p>\n\n\n\n

    Khi x\u1ea3y ra th\u1eddi gian ng\u1eebng ho\u1ea1t \u0111\u1ed9ng ngo\u00e0i k\u1ebf ho\u1ea1ch \u0111\u1ed1i v\u1edbi b\u0103ng t\u1ea3i, m\u00e1y x\u1ebfp h\u00e0ng v\u00e0 d\u00e2y chuy\u1ec1n ph\u00e2n lo\u1ea1i trong c\u00e1c kho t\u1ef1 \u0111\u1ed9ng, thi\u1ec7t h\u1ea1i m\u1ed7i gi\u1edd c\u00f3 th\u1ec3 l\u00ean t\u1edbi h\u00e0ng ch\u1ee5c ngh\u00ecn \u0111\u00f4 la. H\u1ec7 th\u1ed1ng IoT c\u00f3 th\u1ec3 theo d\u00f5i t\u00ecnh tr\u1ea1ng v\u1eadn h\u00e0nh c\u1ee7a thi\u1ebft b\u1ecb b\u1eb1ng c\u00e1ch g\u1eafn c\u00e1c c\u1ea3m bi\u1ebfn rung \u0111\u1ed9ng v\u00e0 nhi\u1ec7t \u0111\u1ed9 v\u00e0o \u0111\u1ed9ng c\u01a1 v\u00e0 \u1ed5 tr\u1ee5c. V\u1edbi s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a h\u1ecdc m\u00e1y v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u00e1nh gi\u00e1 c\u00e1c \u0111\u1eb7c \u0111i\u1ec3m n\u00e0y, h\u1ec7 th\u1ed1ng s\u1ebd c\u00f3 th\u1ec3 d\u1ef1 \u0111o\u00e1n c\u00e1c m\u00f4 h\u00ecnh hao m\u00f2n nhi\u1ec1u tu\u1ea7n tr\u01b0\u1edbc khi s\u1ef1 c\u1ed1 x\u1ea3y ra. M\u00f4 h\u00ecnh b\u1ea3o tr\u00ec d\u1ef1a tr\u00ean ph\u00e2n t\u00edch n\u00e2ng cao n\u00e0y c\u00f3 th\u1ec3 n\u00e2ng cao hi\u1ec7u su\u1ea5t s\u1eed d\u1ee5ng thi\u1ebft b\u1ecb l\u00ean h\u01a1n 25%.<\/p>\n\n\n\n

    Khi t\u1ea5t c\u1ea3 c\u00e1c m\u1eb7t h\u00e0ng v\u00e0 thi\u1ebft b\u1ecb x\u1eed l\u00fd, bao g\u1ed3m c\u1ea3 robot di \u0111\u1ed9ng t\u1ef1 \u0111\u1ed9ng, \u0111\u1ec1u t\u1ea1o ra d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c, c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u n\u00e0y \u0111\u1ec3 t\u1ea1o ra m\u1ed9t b\u1ea3n sao k\u1ef9 thu\u1eadt s\u1ed1 c\u1ee7a kho h\u00e0ng. Th\u00f4ng qua c\u00e1c b\u1ea3n \u0111\u1ed3 nhi\u1ec7t, ban qu\u1ea3n l\u00fd c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng x\u00e1c \u0111\u1ecbnh c\u00e1c khu v\u1ef1c \u00f9n t\u1eafc v\u00e0 c\u00e1c ho\u1ea1t \u0111\u1ed9ng x\u1eed l\u00fd kh\u00f4ng c\u1ea7n thi\u1ebft, t\u1eeb \u0111\u00f3 t\u00ednh to\u00e1n \u0111\u01b0\u1ee3c ti\u1ec1m n\u0103ng s\u1ea3n l\u01b0\u1ee3ng c\u1ee7a t\u1eebng m\u00e9t vu\u00f4ng di\u1ec7n t\u00edch kho h\u00e0ng b\u1eb1ng c\u00e1ch \u0111i\u1ec1u ch\u1ec9nh c\u00e1c c\u00e0i \u0111\u1eb7t logic.<\/p>\n\n\n\n

    Ki\u1ec3m so\u00e1t m\u00f4i tr\u01b0\u1eddng: Gi\u00e1m s\u00e1t th\u00f4ng minh cho c\u00e1c kho l\u01b0u tr\u1eef chuy\u00ean d\u1ee5ng<\/h2>\n\n\n\n

    \u0110\u1ed1i v\u1edbi l\u0129nh v\u1ef1c logistics chu\u1ed7i l\u1ea1nh, kho d\u01b0\u1ee3c ph\u1ea9m v\u00e0 kho linh ki\u1ec7n \u0111i\u1ec7n t\u1eed ch\u00ednh x\u00e1c, IoT kh\u00f4ng c\u00f2n l\u00e0 m\u1ed9t l\u1ef1a ch\u1ecdn m\u00e0 \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t y\u00eau c\u1ea7u b\u1eaft bu\u1ed9c \u0111\u1ec3 tu\u00e2n th\u1ee7 quy \u0111\u1ecbnh.<\/p>\n\n\n\n

    C\u00e1c gi\u1ea3i ph\u00e1p IoT hi\u1ec7n \u0111\u1ea1i kh\u00f4ng ch\u1ec9 c\u00f3 th\u1ec3 \u0111o nhi\u1ec7t \u0111\u1ed9 v\u00e0 \u0111\u1ed9 \u1ea9m m\u00e0 c\u00f2n c\u00f3 th\u1ec3 \u0111o c\u01b0\u1eddng \u0111\u1ed9 \u00e1nh s\u00e1ng, \u00e1p su\u1ea5t kh\u00f4ng kh\u00ed, n\u1ed3ng \u0111\u1ed9 kh\u00ed VOC v\u00e0 th\u1eadm ch\u00ed c\u1ea3 \u0111\u1ed9 rung theo ph\u01b0\u01a1ng th\u1eb3ng \u0111\u1ee9ng. \u0110\u1ed1i v\u1edbi c\u00e1c h\u00f3a ch\u1ea5t c\u00f3 gi\u00e1 tr\u1ecb cao, ch\u1ec9 m\u1ed9t s\u1ef1 ch\u00eanh l\u1ec7ch nh\u1ecf trong \u0111i\u1ec1u ki\u1ec7n m\u00f4i tr\u01b0\u1eddng c\u0169ng c\u00f3 th\u1ec3 d\u1eabn \u0111\u1ebfn vi\u1ec7c t\u00e0i s\u1ea3n b\u1ecb h\u1ecfng.<\/p>\n\n\n\n

    C\u00e1c quy tr\u00ecnh ki\u1ec3m tra tu\u00e2n th\u1ee7 truy\u1ec1n th\u1ed1ng th\u01b0\u1eddng bao g\u1ed3m vi\u1ec7c \u0111\u1ecdc ch\u1ec9 s\u1ed1 \u0111\u1ed3ng h\u1ed3 th\u1ee7 c\u00f4ng, kh\u00f4ng ch\u1ec9 t\u1ed1n th\u1eddi gian v\u00e0 c\u00f4ng s\u1ee9c m\u00e0 c\u00f2n d\u1ec5 b\u1ecb l\u00e0m gi\u1ea3. H\u1ec7 th\u1ed1ng IoT cung c\u1ea5p c\u00e1c bi\u1ec3u \u0111\u1ed3 th\u1eddi gian th\u1ef1c kh\u00f4ng th\u1ec3 thay \u0111\u1ed5i. Khi c\u00e1c ch\u1ec9 s\u1ed1 m\u00f4i tr\u01b0\u1eddng v\u01b0\u1ee3t qu\u00e1 ph\u1ea1m vi \u0111\u00e3 c\u00e0i \u0111\u1eb7t s\u1eb5n, h\u1ec7 th\u1ed1ng s\u1ebd t\u1ef1 \u0111\u1ed9ng ph\u00e1t c\u1ea3nh b\u00e1o (qua \u1ee9ng d\u1ee5ng, email ho\u1eb7c \u0111\u00e8n c\u1ea3nh b\u00e1o). H\u1ec7 th\u1ed1ng c\u00f3 kh\u1ea3 n\u0103ng xu\u1ea5t tr\u1ef1c ti\u1ebfp c\u00e1c b\u00e1o c\u00e1o tu\u00e2n th\u1ee7 ti\u00eau chu\u1ea9n GSP\/GMP trong qu\u00e1 tr\u00ecnh ki\u1ec3m to\u00e1n, gi\u00fap gi\u1ea3m \u0111\u00e1ng k\u1ec3 chi ph\u00ed tu\u00e2n th\u1ee7.<\/p>\n\n\n\n

    B\u1eb1ng ch\u1ee9ng t\u1eeb th\u1ef1c ti\u1ec5n: Nh\u1eefng \u0111\u1ed5i m\u1edbi trong l\u0129nh v\u1ef1c IoT \u0111ang c\u00e1ch m\u1ea1ng h\u00f3a c\u00e1c kho h\u00e0ng th\u00f4ng minh tr\u00ean to\u00e0n c\u1ea7u<\/h2>\n\n\n\n

    \u0110\u1ec3 nh\u1eadn th\u1ea5y \u0111\u01b0\u1ee3c to\u00e0n b\u1ed9 t\u00e1c \u0111\u1ed9ng c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y, ch\u00fang ta c\u1ea7n xem x\u00e9t c\u00e1c \u201c\u00f4ng l\u1edbn\u201d trong ng\u00e0nh, nh\u1eefng \u0111\u01a1n v\u1ecb \u0111\u00e3 thi\u1ebft l\u1eadp \u201cti\u00eau chu\u1ea9n v\u00e0ng\u201d cho vi\u1ec7c tri\u1ec3n khai IoT th\u00e0nh c\u00f4ng. Nh\u1eefng v\u00ed d\u1ee5 n\u00e0y cho th\u1ea5y IoT kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m c\u1ee7a t\u01b0\u01a1ng lai, m\u00e0 l\u00e0 m\u1ed9t y\u00eau c\u1ea7u c\u1ea1nh tranh.<\/p>\n\n\n\n

      \n
    • B\u1ea3n giao h\u01b0\u1edfng robot c\u1ee7a Amazon:<\/strong> T\u1ea1i c\u00e1c trung t\u00e2m ph\u00e2n ph\u1ed1i c\u1ee7a m\u00ecnh, Amazon s\u1eed d\u1ee5ng h\u00e0ng ngh\u00ecn robot di \u0111\u1ed9ng t\u1ef1 \u0111\u1ed9ng, k\u1ebft n\u1ed1i v\u1edbi nhau th\u00f4ng qua m\u1ed9t h\u1ec7 th\u1ed1ng trung t\u00e2m \u0111\u1ec3 di chuy\u1ec3n trong khu v\u1ef1c kho h\u00e0ng. B\u1eb1ng c\u00e1ch t\u1ef1 \u0111\u1ed9ng h\u00f3a \u201cth\u1eddi gian di chuy\u1ec3n\u201d khi v\u1eadn chuy\u1ec3n c\u00e1c k\u1ec7 h\u00e0ng n\u1eb7ng thay cho nh\u00e2n vi\u00ean, c\u00f4ng ty \u0111\u00e3 t\u0103ng di\u1ec7n t\u00edch l\u01b0u tr\u1eef l\u00ean 50% v\u00e0 c\u1eaft gi\u1ea3m \u0111\u00e1ng k\u1ec3 chi ph\u00ed v\u1eadn h\u00e0nh.<\/li>\n\n\n\n
    • H\u1ec7 th\u1ed1ng ch\u1ecdn h\u00e0ng theo t\u1ea7m nh\u00ecn c\u1ee7a DHL:<\/strong> DHL \u0111\u00e3 \u00e1p d\u1ee5ng c\u00f4ng ngh\u1ec7 th\u00f4ng minh t\u1ea1i c\u00e1c kho h\u00e0ng c\u1ee7a m\u00ecnh, ch\u1eb3ng h\u1ea1n nh\u01b0 k\u00ednh th\u1ef1c t\u1ebf t\u0103ng c\u01b0\u1eddng (AR), nh\u1eb1m h\u1ed7 tr\u1ee3 vi\u1ec7c x\u1eed l\u00fd \u0111\u01a1n h\u00e0ng. C\u00e1c thi\u1ebft b\u1ecb \u0111eo n\u00e0y cung c\u1ea5p c\u00e1c ch\u1ec9 b\u00e1o tr\u1ef1c quan theo th\u1eddi gian th\u1ef1c v\u1ec1 v\u1ecb tr\u00ed c\u1ee7a h\u00e0ng h\u00f3a, t\u1eeb \u0111\u00f3 gi\u00fap t\u0103ng n\u0103ng su\u1ea5t l\u00ean 15% v\u00e0 n\u00e2ng cao \u0111\u1ed9 ch\u00ednh x\u00e1c \u0111\u00e1ng k\u1ec3 trong vi\u1ec7c qu\u1ea3n l\u00fd t\u1ed3n kho.<\/li>\n\n\n\n
    • S\u1ef1 th\u00e0nh th\u1ea1o c\u1ee7a Maersk trong l\u0129nh v\u1ef1c chu\u1ed7i l\u1ea1nh:<\/strong> Nh\u1edd c\u00e1c c\u1ea3m bi\u1ebfn IoT c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao v\u00e0 c\u00f4ng ngh\u1ec7 ph\u00e2n t\u00edch d\u1ef1 b\u00e1o, Maersk theo d\u00f5i h\u00e0ng ngh\u00ecn container l\u1ea1nh theo th\u1eddi gian th\u1ef1c. \u0110i\u1ec1u n\u00e0y \u0111\u1ea3m b\u1ea3o ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n ph\u1ea9m c\u1ee7a c\u00e1c lo\u1ea1i d\u01b0\u1ee3c ph\u1ea9m v\u00e0 th\u1ef1c ph\u1ea9m nh\u1ea1y c\u1ea3m, \u0111\u1ed3ng th\u1eddi gi\u1ea3m thi\u1ec3u l\u00e3ng ph\u00ed b\u1eb1ng c\u00e1ch k\u1ecbp th\u1eddi \u1ee9ng ph\u00f3 v\u1edbi c\u00e1c \u0111i\u1ec1u ki\u1ec7n m\u00f4i tr\u01b0\u1eddng tr\u01b0\u1edbc khi ch\u00fang v\u01b0\u1ee3t qu\u00e1 m\u1ee9c cho ph\u00e9p.<\/li>\n<\/ul>\n\n\n\n

      C\u00e1c tr\u01b0\u1eddng h\u1ee3p n\u00e0y cho th\u1ea5y r\u1eb1ng, d\u00f9 l\u00e0 th\u00f4ng qua vi\u1ec7c s\u1eed d\u1ee5ng c\u00e1c c\u1ea3m bi\u1ebfn th\u00f4ng minh tr\u00ean b\u0103ng t\u1ea3i hay ph\u00e2n t\u00edch d\u1eef li\u1ec7u ti\u00ean ti\u1ebfn, vi\u1ec7c t\u00edch h\u1ee3p IoT \u0111\u1ec1u c\u00f3 th\u1ec3 mang l\u1ea1i s\u1ef1 gia t\u0103ng r\u00f5 r\u1ec7t v\u1ec1 hi\u1ec7u qu\u1ea3 t\u1ed5ng th\u1ec3.<\/p>\n\n\n\n

      Tri\u1ec3n khai IoT: Chi\u1ebfn l\u01b0\u1ee3c t\u00edch h\u1ee3p c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng t\u1eebng b\u01b0\u1edbc<\/h2>\n\n\n\n

      \u0110\u1ed1i v\u1edbi nhi\u1ec1u doanh nghi\u1ec7p, vi\u1ec7c tri\u1ec3n khai IoT nghe c\u00f3 v\u1ebb ho\u00e0nh tr\u00e1ng nh\u01b0ng th\u01b0\u1eddng \u0111\u01b0\u1ee3c cho l\u00e0 kh\u00f3 th\u1ef1c hi\u1ec7n. \u0110\u1ec3 tri\u1ec3n khai IoT th\u00e0nh c\u00f4ng, c\u1ea7n tu\u00e2n theo c\u00e1c b\u01b0\u1edbc t\u1eeb c\u1ea5p \u0111\u1ecba ph\u01b0\u01a1ng \u0111\u1ebfn c\u1ea5p to\u00e0n c\u1ea7u, t\u1eeb thu th\u1eadp d\u1eef li\u1ec7u \u0111\u1ebfn \u0111i\u1ec1u khi\u1ec3n, \u0111\u1ed3ng th\u1eddi x\u00e1c \u0111\u1ecbnh c\u00e1c v\u1ea5n \u0111\u1ec1 ti\u1ec1m \u1ea9n.<\/p>\n\n\n\n

        \n
      1. Ki\u1ec3m to\u00e1n y\u00eau c\u1ea7u v\u00e0 x\u00e1c \u0111\u1ecbnh m\u1ee9c c\u01a1 s\u1edf:<\/strong> X\u00e1c \u0111\u1ecbnh v\u1ea5n \u0111\u1ec1 ch\u00ednh c\u1ee7a b\u1ea1n. \u0110\u00f3 l\u00e0 t\u00ecnh tr\u1ea1ng h\u00e0ng t\u1ed3n kho kh\u00f4ng ch\u00ednh x\u00e1c? Hay qu\u00e1 tr\u00ecnh ph\u00e2n lo\u1ea1i di\u1ec5n ra ch\u1eadm ch\u1ea1p? Ghi nh\u1eadn t\u00ecnh h\u00ecnh hi\u1ec7n t\u1ea1i d\u1ef1a tr\u00ean d\u1eef li\u1ec7u.<\/li>\n\n\n\n
      2. X\u00e2y d\u1ef1ng n\u1ec1n t\u1ea3ng v\u1eadt l\u00fd (l\u1edbp v\u1eadt l\u00fd):<\/strong> \u0110\u00e2y l\u00e0 b\u01b0\u1edbc quan tr\u1ecdng nh\u1ea5t. H\u00e3y ch\u1ecdn m\u1ed9t nh\u00e0 cung c\u1ea5p nh\u01b0 OMCH<\/strong> c\u00f3 kh\u1ea3 n\u0103ng \u0111\u00e1p \u1ee9ng \u0111\u1ea7y \u0111\u1ee7 c\u00e1c danh m\u1ee5c s\u1ea3n ph\u1ea9m \u0111\u1ec3 mua c\u00e1c m\u00f4-\u0111un ngu\u1ed3n, c\u1ea3m bi\u1ebfn v\u00e0 r\u01a1-le ch\u1ea5t l\u01b0\u1ee3ng cao, t\u1eeb \u0111\u00f3 x\u00e2y d\u1ef1ng m\u1ed9t l\u1edbp k\u1ebft n\u1ed1i v\u1eadt l\u00fd \u1ed5n \u0111\u1ecbnh v\u00e0 \u0111\u00e1ng tin c\u1eady cho h\u1ec7 th\u1ed1ng.<\/li>\n\n\n\n
      3. D\u1ef1 \u00e1n th\u00ed \u0111i\u1ec3m c\u1ea5p \u0111\u1ecba ph\u01b0\u01a1ng:<\/strong> Ch\u1ecdn m\u1ed9t khu v\u1ef1c kho c\u1ee5 th\u1ec3 ho\u1eb7c m\u1ed9t d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t duy nh\u1ea5t \u0111\u1ec3 th\u1ef1c hi\u1ec7n chuy\u1ec3n \u0111\u1ed5i IoT. V\u00ed d\u1ee5: h\u00e3y b\u1eaft \u0111\u1ea7u v\u1edbi vi\u1ec7c theo d\u00f5i t\u1ef1 \u0111\u1ed9ng t\u1ea1i khu v\u1ef1c xu\u1ea5t h\u00e0ng c\u00f3 t\u1ea7n su\u1ea5t cao.<\/li>\n\n\n\n
      4. T\u00edch h\u1ee3p d\u1eef li\u1ec7u v\u00e0 k\u1ebft n\u1ed1i ph\u1ea7n m\u1ec1m trung gian:<\/strong> K\u1ebft n\u1ed1i d\u1eef li\u1ec7u thu th\u1eadp \u0111\u01b0\u1ee3c t\u1eeb \u0111i\u1ec7n to\u00e1n bi\u00ean v\u00e0 c\u00e1c c\u1ea3m bi\u1ebfn v\u1edbi n\u1ec1n t\u1ea3ng IoT th\u00f4ng qua s\u1ef1 t\u00edch h\u1ee3p v\u00e0 giao ti\u1ebfp li\u1ec1n m\u1ea1ch. Th\u1ef1c hi\u1ec7n giao ti\u1ebfp hai chi\u1ec1u v\u1edbi h\u1ec7 th\u1ed1ng trung t\u00e2m nh\u01b0 WMS\/ERP \u0111\u1ec3 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 h\u01a1n.<\/li>\n\n\n\n
      5. M\u1edf r\u1ed9ng to\u00e0n di\u1ec7n v\u00e0 t\u0103ng c\u01b0\u1eddng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o:<\/strong> Sau khi x\u00e1c minh hi\u1ec7u qu\u1ea3 \u0111\u1ea7u t\u01b0 (ROI) t\u1ea1i quy m\u00f4 nh\u1ecf, h\u00e3y tri\u1ec3n khai gi\u1ea3i ph\u00e1p n\u00e0y ra to\u00e0n b\u1ed9 kho h\u00e0ng v\u00e0 \u00e1p d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) \u0111\u1ec3 th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch n\u00e2ng cao v\u00e0 l\u1eadp l\u1ecbch d\u1ef1 b\u00e1o.<\/li>\n<\/ol>\n\n\n\n

        \u0110\u1ea3m b\u1ea3o ho\u1ea1t \u0111\u1ed9ng kinh doanh b\u1ec1n v\u1eefng trong t\u01b0\u01a1ng lai: T\u1ed1i \u0111a h\u00f3a l\u1ee3i t\u1ee9c \u0111\u1ea7u t\u01b0 (ROI) t\u1eeb IoT trong d\u00e0i h\u1ea1n<\/h2>\n\n\n\n
        \"h\u1ee3p<\/figure>\n\n\n\n

        Hi\u1ec7u qu\u1ea3 \u0111\u1ea7u t\u01b0 (ROI) v\u1ec1 m\u1eb7t t\u00e0i ch\u00ednh c\u1ee7a c\u00f4ng ngh\u1ec7 IoT kh\u00f4ng ch\u1ec9 \u0111\u01a1n thu\u1ea7n d\u1ef1a tr\u00ean chi ph\u00ed ban \u0111\u1ea7u cho ph\u1ea7n c\u1ee9ng, m\u00e0 c\u00f2n ph\u1ea3i xem x\u00e9t gi\u00e1 tr\u1ecb t\u1ed5ng th\u1ec3 v\u00e0 m\u1ee9c gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh trong su\u1ed1t v\u00f2ng \u0111\u1eddi c\u1ee7a c\u00f4ng ngh\u1ec7 n\u00e0y. Vi\u1ec7c qu\u1ea3n l\u00fd t\u00e0i s\u1ea3n s\u1ebd tr\u1edf n\u00ean hi\u1ec7u qu\u1ea3 h\u01a1n \u0111\u00e1ng k\u1ec3 khi \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi d\u1eef li\u1ec7u th\u1eddi gian th\u1ef1c.<\/p>\n\n\n\n

        H\u1ea7u h\u1ebft c\u00e1c kho h\u00e0ng quy m\u00f4 trung b\u00ecnh \u0111\u1ebfn l\u1edbn c\u00f3 th\u1ec3 thu h\u1ed3i v\u1ed1n \u0111\u1ea7u t\u01b0 v\u00e0o IoT trong v\u00f2ng 18\u201324 th\u00e1ng nh\u1edd gi\u1ea3m 30% s\u1ed1 gi\u1edd lao \u0111\u1ed9ng, gi\u1ea3m 95% sai s\u00f3t trong vi\u1ec7c ki\u1ec3m k\u00ea h\u00e0ng t\u1ed3n kho v\u00e0 gi\u1ea3m 20% chi ph\u00ed b\u1ea3o tr\u00ec thi\u1ebft b\u1ecb. \u0110\u00e2y l\u00e0 nh\u1eefng l\u1ee3i \u00edch ch\u00ednh th\u00fac \u0111\u1ea9y c\u00e1c quy\u1ebft \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c.<\/p>\n\n\n\n

        C\u00e1c kho h\u00e0ng IoT c\u00f3 m\u1ee9c \u0111\u1ed9 t\u1ef1 \u0111\u1ed9ng h\u00f3a cao \u0111\u00e3 th\u1ec3 hi\u1ec7n kh\u1ea3 n\u0103ng th\u00edch \u1ee9ng t\u1ed1t h\u01a1n tr\u01b0\u1edbc nh\u1eefng bi\u1ebfn \u0111\u1ed9ng c\u1ee7a th\u1ecb tr\u01b0\u1eddng lao \u0111\u1ed9ng ho\u1eb7c c\u00e1c s\u1ef1 c\u1ed1 y t\u1ebf c\u00f4ng c\u1ed9ng b\u1ea5t ng\u1edd. M\u00f4 h\u00ecnh v\u1eadn h\u00e0nh c\u1ee7a t\u01b0\u01a1ng lai n\u00e0y, gi\u00fap n\u00e2ng cao tr\u1ea3i nghi\u1ec7m kh\u00e1ch h\u00e0ng th\u00f4ng qua vi\u1ec7c x\u1eed l\u00fd \u0111\u01a1n h\u00e0ng nhanh h\u01a1n v\u00e0 cung c\u1ea5p th\u00f4ng tin h\u1eadu c\u1ea7n ch\u00ednh x\u00e1c h\u01a1n, kh\u00f4ng ch\u1ec9 mang l\u1ea1i l\u1ee3i \u00edch m\u00e0 c\u00f2n l\u00e0 l\u1ee3i th\u1ebf c\u1ea1nh tranh c\u1ee7a c\u00e1c doanh nghi\u1ec7p khi tham gia \u0111\u1ea5u th\u1ea7u v\u1edbi c\u00e1c kh\u00e1ch h\u00e0ng l\u1edbn.<\/p>\n\n\n\n

        K\u1ebft lu\u1eadn<\/h2>\n\n\n\n

        Internet of Things (IoT) kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t thu\u1eadt ng\u1eef ti\u1ebfp th\u1ecb r\u1ed7ng tu\u1ebfch, m\u00e0 l\u00e0 m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c y\u1ebfu t\u1ed1 c\u1ee5 th\u1ec3 v\u00e0 thu\u1eadt to\u00e1n logic \u0111\u00f3ng vai tr\u00f2 then ch\u1ed1t tr\u00ean n\u1ec1n t\u1ea3ng v\u1eadt l\u00fd. B\u1eb1ng c\u00e1ch \u00e1p d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p ch\u1ee7 \u0111\u1ed9ng, t\u1eeb m\u1ed9t c\u00f4ng t\u1eafc c\u1ea3m bi\u1ebfn kho\u1ea3ng c\u00e1ch nh\u1ecf cho \u0111\u1ebfn thu\u1eadt to\u00e1n l\u1eadp l\u1ecbch d\u1ef1a tr\u00ean tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) tr\u00ean \u0111\u00e1m m\u00e2y, m\u1ed7i k\u1ebft n\u1ed1i \u0111\u1ec1u g\u00f3p ph\u1ea7n t\u1ea1o n\u00ean \u201cph\u00e9p m\u00e0u\u201d v\u1ec1 hi\u1ec7u qu\u1ea3 trong qu\u1ea3n l\u00fd kho. Ph\u00e1t tri\u1ec3n c\u00e1c kho h\u00e0ng th\u00f4ng minh th\u00f4ng qua c\u00e1c gi\u1ea3i ph\u00e1p IoT s\u1ebd l\u00e0 c\u00e1ch duy nh\u1ea5t \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00f4ng t\u00e1c qu\u1ea3n l\u00fd kho h\u00e0ng trong th\u1eddi \u0111\u1ea1i c\u1ea1nh tranh kh\u1ed1c li\u1ec7t n\u00e0y s\u1ebd v\u01b0\u01a1n l\u00ean kh\u1ecfi giai \u0111o\u1ea1n ph\u1ee5 thu\u1ed9c nhi\u1ec1u v\u00e0o lao \u0111\u1ed9ng \u0111\u1ec3 ti\u1ebfn t\u1edbi giai \u0111o\u1ea1n \u0111\u01b0\u1ee3c \u0111i\u1ec1u khi\u1ec3n b\u1edfi tr\u00ed tu\u1ec7.<\/p>\n\n\n\n

        B\u1ea1n \u0111ang c\u00f3 k\u1ebf ho\u1ea1ch th\u1ef1c hi\u1ec7n chuy\u1ec3n \u0111\u1ed5i t\u1ef1 \u0111\u1ed9ng h\u00f3a cho kho h\u00e0ng c\u1ee7a m\u00ecnh? Ch\u00fang t\u00f4i c\u00f3 th\u1ec3 cung c\u1ea5p cho b\u1ea1n nh\u1eefng h\u01b0\u1edbng d\u1eabn c\u1ee5 th\u1ec3 h\u01a1n v\u1ec1 vi\u1ec7c l\u1ef1a ch\u1ecdn c\u1ea3m bi\u1ebfn ho\u1eb7c c\u00e1c gi\u1ea3i ph\u00e1p t\u00edch h\u1ee3p ph\u1ea7n c\u1ee9ng IoT.<\/strong><\/p>\n\n\n\n

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

        Gi\u1ea3i quy\u1ebft nh\u1eefng th\u00e1ch th\u1ee9c trong logistics hi\u1ec7n \u0111\u1ea1i b\u1eb1ng c\u00e1c khung c\u00f4ng ngh\u1ec7 IoT t\u00edch h\u1ee3p Tr\u01b0\u1edbc khi \u0111i s\u00e2u v\u00e0o c\u00e1c chi ti\u1ebft k\u1ef9 thu\u1eadt v\u00e0 c\u00e1ch th\u1ee9c \u1ee9ng d\u1ee5ng IoT trong kho h\u00e0ng, ch\u00fang ta c\u1ea7n \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng v\u1ea5n \u0111\u1ec1 \u0111\u00e3 \u0103n s\u00e2u v\u00e0o h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd kho hi\u1ec7n \u0111\u1ea1i. M\u1eb7c d\u00f9 h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd kho (WMS) c\u1ee7a nhi\u1ec1u doanh nghi\u1ec7p \u0111\u00e3 \u0111\u01b0\u1ee3c s\u1ed1 h\u00f3a \u1edf c\u1ea5p \u0111\u1ed9 ph\u1ea7n m\u1ec1m, nh\u01b0ng v\u1eabn c\u00f2n [\u2026]<\/p>","protected":false},"author":4,"featured_media":10225,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_seopress_robots_primary_cat":"none","_seopress_titles_title":"Smart Warehousing: IoT Solutions for Warehouse Management | OMCH","_seopress_titles_desc":"Discover innovative iot solutions for warehouse management and learn how iot can be used in warehouses to enhance efficiency and streamline operations.","_seopress_robots_index":"","footnotes":""},"categories":[46],"tags":[],"class_list":["post-10205","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industrial-control"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/posts\/10205","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/comments?post=10205"}],"version-history":[{"count":2,"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/posts\/10205\/revisions"}],"predecessor-version":[{"id":10228,"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/posts\/10205\/revisions\/10228"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/media\/10225"}],"wp:attachment":[{"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/media?parent=10205"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/categories?post=10205"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.omch.com\/vi\/wp-json\/wp\/v2\/tags?post=10205"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}