{"id":128,"date":"2026-05-15T00:01:51","date_gmt":"2026-05-14T16:01:51","guid":{"rendered":"http:\/\/www.youhanck.com\/?post_type=tech_support&p=128"},"modified":"2026-05-15T00:01:51","modified_gmt":"2026-05-14T16:01:51","slug":"su-phat-trien-trong-tuong-lai-cua-internet-of-things-iot-trong-cac-he-thong-can-cong-nghiep","status":"publish","type":"tech_support","link":"https:\/\/www.youhanck.com\/vi\/technical-support\/the-future-development-of-internet-of-things-in-industrial-weighing-systems\/","title":{"rendered":"S\u1ef1 ph\u00e1t tri\u1ec3n trong t\u01b0\u01a1ng lai c\u1ee7a Internet of Things trong c\u00e1c h\u1ec7 th\u1ed1ng c\u00e2n c\u00f4ng nghi\u1ec7p"},"content":{"rendered":"

H\u1ea7u h\u1ebft c\u00e1c h\u1ec7 th\u1ed1ng c\u00e2n c\u00f4ng nghi\u1ec7p truy\u1ec1n th\u1ed1ng ho\u1ea1t \u0111\u1ed9ng nh\u01b0 nh\u1eefng thi\u1ebft b\u1ecb \u0111\u1ed9c l\u1eadp, d\u1ef1a v\u00e0o vi\u1ec7c ghi ch\u00e9p th\u1ee7 c\u00f4ng, l\u01b0u tr\u1eef t\u1ea1i ch\u1ed7 v\u00e0 hi\u1ec7u chu\u1ea9n th\u1ee7 c\u00f4ng. Ch\u00fang c\u00f3 nh\u1eefng nh\u01b0\u1ee3c \u0111i\u1ec3m nh\u01b0 d\u1eef li\u1ec7u b\u1ecb c\u00f4 l\u1eadp, chi ph\u00ed nh\u00e2n c\u00f4ng cao, ph\u00e1t hi\u1ec7n s\u1ef1 c\u1ed1 ch\u1eadm tr\u1ec5 v\u00e0 kh\u00f3 ki\u1ec3m so\u00e1t l\u1ed7i<\/strong>. C\u00f9ng v\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n nhanh ch\u00f3ng c\u1ee7a C\u00e1ch m\u1ea1ng C\u00f4ng nghi\u1ec7p 4.0, s\u1ea3n xu\u1ea5t th\u00f4ng minh v\u00e0 c\u00e1c nh\u00e0 m\u00e1y s\u1ed1, Internet v\u1ea1n v\u1eadt (IoT)<\/strong> C\u00f4ng ngh\u1ec7 \u0111\u00e3 tr\u1edf th\u00e0nh \u0111\u1ed9ng l\u1ef1c c\u1ed1t l\u00f5i th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a ng\u00e0nh c\u00e2n c\u00f4ng nghi\u1ec7p. IoT k\u1ebft n\u1ed1i c\u00e1c c\u1ea3m bi\u1ebfn c\u00e2n, thi\u1ebft b\u1ecb c\u00e2n, m\u00f4-\u0111un truy\u1ec1n th\u00f4ng, n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y v\u00e0 h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd \u0111\u1ea7u cu\u1ed1i \u0111\u1ec3 th\u1ef1c hi\u1ec7n vi\u1ec7c thu th\u1eadp, truy\u1ec1n t\u1ea3i, ph\u00e2n t\u00edch d\u1eef li\u1ec7u, c\u1ea3nh b\u00e1o s\u1edbm v\u00e0 \u0111i\u1ec1u khi\u1ec3n m\u1ed9t c\u00e1ch t\u00edch h\u1ee3p. D\u1ef1a tr\u00ean t\u00ecnh h\u00ecnh \u1ee9ng d\u1ee5ng c\u00f4ng nghi\u1ec7p hi\u1ec7n t\u1ea1i, b\u00e0i vi\u1ebft n\u00e0y ph\u00e2n t\u00edch ki\u1ebfn tr\u00fac h\u1ec7 th\u1ed1ng, \u01b0u \u0111i\u1ec3m k\u1ef9 thu\u1eadt, t\u00ecnh hu\u1ed1ng \u1ee9ng d\u1ee5ng, xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n v\u00e0 th\u00e1ch th\u1ee9c c\u00f4ng nghi\u1ec7p c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng c\u00e2n IoT, \u0111\u1ed3ng th\u1eddi tr\u00ecnh b\u00e0y m\u1ed9t c\u00e1ch to\u00e0n di\u1ec7n h\u01b0\u1edbng ph\u00e1t tri\u1ec3n t\u01b0\u01a1ng lai c\u1ee7a IoT trong l\u0129nh v\u1ef1c c\u00e2n c\u00f4ng nghi\u1ec7p.<\/p>\n\n\n\n

1. T\u1ed5ng quan c\u01a1 b\u1ea3n v\u1ec1 c\u00e1c h\u1ec7 th\u1ed1ng c\u00e2n \u0111o trong l\u0129nh v\u1ef1c IoT c\u00f4ng nghi\u1ec7p<\/h1>\n\n\n\n

1.1 \u0110\u1ecbnh ngh\u0129a<\/h2>\n\n\n\n

D\u1ef1a tr\u00ean c\u00e1c thi\u1ebft b\u1ecb c\u00e2n truy\u1ec1n th\u1ed1ng, h\u1ec7 th\u1ed1ng c\u00e2n IoT c\u00f4ng nghi\u1ec7p t\u00edch h\u1ee3p c\u1ea3m bi\u1ebfn c\u00e2n th\u00f4ng minh, m\u00f4-\u0111un truy\u1ec1n th\u00f4ng, thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i x\u1eed l\u00fd d\u1eef li\u1ec7u t\u1ea1i ch\u1ed7, m\u00e1y ch\u1ee7 \u0111\u00e1m m\u00e2y v\u00e0 ph\u1ea7n m\u1ec1m qu\u1ea3n l\u00fd<\/strong>. D\u1ef1a tr\u00ean c\u00f4ng ngh\u1ec7 truy\u1ec1n th\u00f4ng kh\u00f4ng d\u00e2y, h\u1ec7 th\u1ed1ng n\u00e0y cho ph\u00e9p t\u1ea3i l\u00ean d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c, gi\u00e1m s\u00e1t thi\u1ebft b\u1ecb t\u1eeb xa, ph\u00e2n t\u00edch th\u00f4ng minh v\u00e0 qu\u1ea3n l\u00fd t\u1ef1 \u0111\u1ed9ng. L\u00e0 m\u1ed9t ph\u1ea7n kh\u00f4ng th\u1ec3 thi\u1ebfu c\u1ee7a l\u1edbp nh\u1eadn th\u1ee9c trong M\u1ea1ng l\u01b0\u1edbi v\u1ea1n v\u1eadt k\u1ebft n\u1ed1i c\u00f4ng nghi\u1ec7p (IIoT), h\u1ec7 th\u1ed1ng n\u00e0y \u0111\u00f3ng vai tr\u00f2 l\u00e0 \u0111\u01a1n v\u1ecb ph\u1ea7n c\u1ee9ng n\u1ec1n t\u1ea3ng cho qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 t\u1ea1i c\u00e1c nh\u00e0 m\u00e1y.<\/p>\n\n\n\n

1.2 Ki\u1ebfn tr\u00fac h\u1ec7 th\u1ed1ng c\u01a1 b\u1ea3n<\/h2>\n\n\n\n
    \n
  • L\u1edbp nh\u1eadn th\u1ee9c<\/strong>: H\u1ec7 th\u1ed1ng n\u00e0y bao g\u1ed3m c\u00e1c c\u1ea3m bi\u1ebfn bi\u1ebfn d\u1ea1ng \u0111i\u1ec7n tr\u1edf v\u00e0 c\u1ea3m bi\u1ebfn c\u00e2n th\u00f4ng minh k\u1ef9 thu\u1eadt s\u1ed1, c\u00f3 nhi\u1ec7m v\u1ee5 thu th\u1eadp d\u1eef li\u1ec7u g\u1ed1c nh\u01b0 tr\u1ecdng l\u01b0\u1ee3ng, nhi\u1ec7t \u0111\u1ed9, \u1ee9ng su\u1ea5t v\u00e0 bi\u1ebfn d\u1ea1ng;<\/li>\n\n\n\n
  • L\u1edbp truy\u1ec1n t\u1ea3i<\/strong>: Thi\u1ebft b\u1ecb n\u00e0y s\u1eed d\u1ee5ng c\u00e1c ph\u01b0\u01a1ng th\u1ee9c k\u1ebft n\u1ed1i bao g\u1ed3m 4G, 5G, NB-IoT, Bluetooth v\u00e0 WiFi \u0111\u1ec3 th\u1ef1c hi\u1ec7n vi\u1ec7c truy\u1ec1n d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c m\u00e3 h\u00f3a;<\/li>\n\n\n\n
  • L\u1edbp n\u1ec1n t\u1ea3ng<\/strong>: C\u00e1c m\u00e1y ch\u1ee7 \u0111\u00e1m m\u00e2y v\u00e0 m\u00e1y ch\u1ee7 c\u00f4ng nghi\u1ec7p t\u1ea1i ch\u1ed7 \u0111\u1ea3m nh\u1eadn c\u00e1c t\u00e1c v\u1ee5 l\u01b0u tr\u1eef d\u1eef li\u1ec7u, t\u00ednh to\u00e1n, th\u1ed1ng k\u00ea v\u00e0 sao l\u01b0u;<\/li>\n\n\n\n
  • L\u1edbp \u1ee9ng d\u1ee5ng<\/strong>: M\u00e0n h\u00ecnh gi\u00e1m s\u00e1t, h\u00ecnh n\u1ec1n m\u00e1y t\u00ednh, \u1ee9ng d\u1ee5ng di \u0111\u1ed9ng v\u00e0 h\u1ec7 th\u1ed1ng \u0111i\u1ec1u khi\u1ec3n PLC \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng cho vi\u1ec7c ki\u1ec3m tra th\u1ee7 c\u00f4ng, c\u00e0i \u0111\u1eb7t th\u00f4ng s\u1ed1 v\u00e0 l\u1eadp l\u1ecbch th\u00f4ng minh.<\/li>\n<\/ul>\n\n\n\n

    2. Nh\u1eefng l\u1ee3i th\u1ebf c\u1ed1t l\u00f5i c\u1ee7a IoT trong vi\u1ec7c th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a l\u0129nh v\u1ef1c c\u00e2n c\u00f4ng nghi\u1ec7p<\/h1>\n\n\n\n

    2.1 X\u00f3a b\u1ecf c\u00e1c \u201ch\u1ed9p \u0111en\u201d d\u1eef li\u1ec7u v\u00e0 hi\u1ec7n th\u1ef1c h\u00f3a s\u1ef1 k\u1ebft n\u1ed1i d\u1eef li\u1ec7u<\/h2>\n\n\n\n

    Thi\u1ebft b\u1ecb c\u00e2n truy\u1ec1n th\u1ed1ng ch\u1ec9 h\u1ed7 tr\u1ee3 l\u01b0u tr\u1eef d\u1eef li\u1ec7u c\u1ee5c b\u1ed9 v\u00e0 kh\u00f4ng th\u1ec3 k\u1ebft n\u1ed1i v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd s\u1ea3n xu\u1ea5t. T\u01b0\u01a1ng th\u00edch v\u1edbi c\u00e1c giao th\u1ee9c c\u00f4ng nghi\u1ec7p ph\u1ed5 bi\u1ebfn nh\u01b0 OPC UA v\u00e0 Modbus, h\u1ec7 th\u1ed1ng c\u00e2n IoT c\u00f3 th\u1ec3 k\u1ebft n\u1ed1i li\u1ec1n m\u1ea1ch v\u1edbi c\u00e1c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng nh\u01b0 MES, ERP v\u00e0 PLC. H\u1ec7 th\u1ed1ng n\u00e0y \u0111\u1ed3ng b\u1ed9 h\u00f3a d\u1eef li\u1ec7u c\u00e2n l\u00ean n\u1ec1n t\u1ea3ng qu\u1ea3n l\u00fd s\u1ea3n xu\u1ea5t theo th\u1eddi gian th\u1ef1c v\u00e0 \u0111\u1ea3m b\u1ea3o kh\u1ea3 n\u0103ng truy xu\u1ea5t ngu\u1ed3n g\u1ed1c to\u00e0n b\u1ed9 quy tr\u00ecnh t\u1eeb kh\u00e2u c\u1ea5p li\u1ec7u, tr\u1ed9n nguy\u00ean li\u1ec7u, l\u01b0u kho \u0111\u1ebfn giao h\u00e0ng, t\u1eeb \u0111\u00f3 gi\u1ea3i quy\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 nan gi\u1ea3i trong ng\u00e0nh c\u00f4ng nghi\u1ec7p bao g\u1ed3m s\u1ef1 ph\u00e2n m\u1ea3nh d\u1eef li\u1ec7u v\u00e0 c\u00e1c sai s\u00f3t l\u1edbn do ghi ch\u00e9p th\u1ee7 c\u00f4ng<\/strong>.<\/p>\n\n\n\n

    2.2 Gi\u00e1m s\u00e1t t\u1eeb xa v\u00e0 hi\u1ec7u chu\u1ea9n t\u1eeb xa<\/h2>\n\n\n\n

    Thi\u1ebft b\u1ecb c\u00e2n truy\u1ec1n th\u1ed1ng \u0111\u00f2i h\u1ecfi ph\u1ea3i hi\u1ec7u chu\u1ea9n t\u1ea1i ch\u1ed7 v\u00e0 ki\u1ec3m tra s\u1ef1 c\u1ed1 th\u1ee7 c\u00f4ng. C\u00e1c thi\u1ebft b\u1ecb c\u00e2n th\u00f4ng minh k\u1ebft n\u1ed1i IoT h\u1ed7 tr\u1ee3 \u0111i\u1ec1u ch\u1ec9nh th\u00f4ng s\u1ed1 t\u1eeb xa, hi\u1ec7u chu\u1ea9n \u0111i\u1ec3m 0 t\u1eeb xa v\u00e0 hi\u1ec7u ch\u1ec9nh tuy\u1ebfn t\u00ednh t\u1eeb xa<\/strong>, k\u00e8m theo c\u00e1c b\u1ea3n ghi nh\u1eadt k\u00fd hi\u1ec7u chu\u1ea9n t\u1ef1 \u0111\u1ed9ng. Theo s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea ng\u00e0nh, vi\u1ec7c v\u1eadn h\u00e0nh v\u00e0 b\u1ea3o tr\u00ec t\u1eeb xa th\u00f4ng minh c\u00f3 th\u1ec3 gi\u00fap gi\u1ea3m chi ph\u00ed nh\u00e2n c\u00f4ng b\u1ea3o tr\u00ec h\u01a1n 30% v\u00e0 gi\u1ea3m \u0111\u00e1ng k\u1ec3 t\u1ea7n su\u1ea5t v\u1eadn h\u00e0nh t\u1ea1i hi\u1ec7n tr\u01b0\u1eddng.<\/p>\n\n\n\n

    2.3 H\u1ec7 th\u1ed1ng c\u1ea3nh b\u00e1o s\u1edbm s\u1ef1 c\u1ed1 th\u00f4ng minh gi\u00fap gi\u1ea3m t\u1ef7 l\u1ec7 h\u1ecfng h\u00f3c thi\u1ebft b\u1ecb<\/h2>\n\n\n\n

    C\u00e1c c\u1ea3m bi\u1ebfn th\u00f4ng minh li\u00ean t\u1ee5c thu th\u1eadp c\u00e1c th\u00f4ng s\u1ed1 nh\u01b0 nhi\u1ec7t \u0111\u1ed9, \u0111i\u1ec7n \u00e1p, dao \u0111\u1ed9ng t\u00edn hi\u1ec7u v\u00e0 tr\u1ea1ng th\u00e1i \u1ee9ng su\u1ea5t. K\u1ebft h\u1ee3p v\u1edbi c\u00e1c thu\u1eadt to\u00e1n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), h\u1ec7 th\u1ed1ng ph\u00e2n t\u00edch c\u00e1c hi\u1ec7n t\u01b0\u1ee3ng b\u1ea5t th\u01b0\u1eddng bao g\u1ed3m kh\u00f4ng b\u1ecb l\u1ec7ch, kh\u00f4ng b\u1ecb tr\u00f4i, kh\u00f4ng b\u1ecb nhi\u1ec5u \u0111i\u1ec7n t\u1eeb v\u00e0 kh\u00f4ng b\u1ecb l\u00e3o h\u00f3a m\u1ea1ch<\/strong>. H\u1ec7 th\u1ed1ng n\u00e0y s\u1ebd g\u1eedi c\u1ea3nh b\u00e1o s\u1ef1 c\u1ed1 tr\u01b0\u1edbc \u0111\u1ec3 th\u1ef1c hi\u1ec7n b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n, tr\u00e1nh t\u00ecnh tr\u1ea1ng thi\u1ebft b\u1ecb ng\u1eebng ho\u1ea1t \u0111\u1ed9ng \u0111\u1ed9t ng\u1ed9t v\u00e0 k\u00e9o d\u00e0i hi\u1ec7u qu\u1ea3 tu\u1ed5i th\u1ecd c\u1ee7a c\u00e1c c\u1ea3m bi\u1ebfn.<\/p>\n\n\n\n

    2.4 C\u00e2n t\u1ef1 \u0111\u1ed9ng: N\u00e2ng cao hi\u1ec7u qu\u1ea3 s\u1ea3n xu\u1ea5t<\/h2>\n\n\n\n

    Trong c\u00e1c ng\u00e0nh khai kho\u00e1ng, v\u1eadt li\u1ec7u x\u00e2y d\u1ef1ng, logistics v\u00e0 h\u00f3a ch\u1ea5t, C\u00f4ng ngh\u1ec7 Internet of Things (IoT) k\u1ebft h\u1ee3p c\u00f4ng ngh\u1ec7 nh\u1eadn di\u1ec7n bi\u1ec3n s\u1ed1 xe, camera v\u00e0 h\u1ec7 th\u1ed1ng ki\u1ec3m so\u00e1t c\u1ed5ng \u0111\u1ec3 th\u1ef1c hi\u1ec7n c\u00e1c ch\u1ee9c n\u0103ng nh\u1eadn di\u1ec7n ph\u01b0\u01a1ng ti\u1ec7n t\u1ef1 \u0111\u1ed9ng, c\u00e2n t\u1ef1 \u0111\u1ed9ng, tr\u1eeb ti\u1ec1n t\u1ef1 \u0111\u1ed9ng v\u00e0 in t\u00e0i li\u1ec7u t\u1ef1 \u0111\u1ed9ng, t\u1eeb \u0111\u00f3 thay th\u1ebf ho\u00e0n to\u00e0n c\u00e1c c\u00f4ng vi\u1ec7c th\u1ee7 c\u00f4ng. H\u1ec7 th\u1ed1ng c\u00e2n t\u1ef1 \u0111\u1ed9ng gi\u00fap r\u00fat ng\u1eafn th\u1eddi gian c\u00e2n h\u01a1n 60% v\u00e0 lo\u1ea1i b\u1ecf c\u00e1c h\u00e0nh vi vi ph\u1ea1m nh\u01b0 gian l\u1eadn c\u1ee7a con ng\u01b0\u1eddi hay vi\u1ec7c c\u00e2n \u0111i c\u00e2n l\u1ea1i nhi\u1ec1u l\u1ea7n.<\/p>\n\n\n\n

    3. T\u00ecnh h\u00ecnh \u1ee9ng d\u1ee5ng hi\u1ec7n nay c\u1ee7a c\u00f4ng ngh\u1ec7 c\u00e2n \u0111o trong l\u0129nh v\u1ef1c IoT c\u00f4ng nghi\u1ec7p<\/h1>\n\n\n\n

    Ng\u00e0nh c\u00f4ng nghi\u1ec7p c\u00e2n \u0111o to\u00e0n c\u1ea7u \u0111ang \u0111\u1ea9y m\u1ea1nh qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i th\u00f4ng minh, v\u1edbi h\u01a1n 67% thi\u1ebft b\u1ecb c\u00e2n \u0111o c\u00f4ng nghi\u1ec7p \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p m\u00f4-\u0111un truy\u1ec1n th\u00f4ng IoT. T\u1ef7 l\u1ec7 th\u00e2m nh\u1eadp c\u1ee7a thi\u1ebft b\u1ecb c\u00e2n \u0111o th\u00f4ng minh trong n\u01b0\u1edbc t\u0103ng l\u00ean t\u1eebng n\u0103m, \u0111\u1ea1t 28% v\u00e0o n\u0103m 2025 v\u00e0 d\u1ef1 ki\u1ebfn s\u1ebd v\u01b0\u1ee3t qu\u00e1 45% v\u00e0o n\u0103m 2030. V\u1ec1 c\u00e1c k\u1ecbch b\u1ea3n \u1ee9ng d\u1ee5ng: ng\u00e0nh h\u00f3a ch\u1ea5t ch\u1ee7 y\u1ebfu \u00e1p d\u1ee5ng h\u1ec7 th\u1ed1ng n\u00e0y cho qu\u1ea3n l\u00fd ph\u00e2n l\u00f4 t\u1ef1 \u0111\u1ed9ng; c\u1ea7u c\u00e2n kh\u00f4ng ng\u01b0\u1eddi l\u00e1i \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i trong ng\u00e0nh khai th\u00e1c m\u1ecf; ng\u00e0nh th\u1ef1c ph\u1ea9m th\u1ef1c hi\u1ec7n c\u00e2n c\u00f3 th\u1ec3 truy xu\u1ea5t ngu\u1ed3n g\u1ed1c; ng\u00e0nh logistics c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 v\u1eadn chuy\u1ec3n h\u00e0ng h\u00f3a th\u00f4ng qua c\u00e1c h\u1ec7 th\u1ed1ng c\u00e2n v\u00e0 ph\u00e2n lo\u1ea1i th\u00f4ng minh. Trong khi \u0111\u00f3, s\u1ef1 ph\u1ed5 bi\u1ebfn d\u1ea7n d\u1ea7n c\u1ee7a c\u00f4ng ngh\u1ec7 5G \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u truy\u1ec1n d\u1eef li\u1ec7u c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao v\u00e0 \u0111\u1ed9ng cao c\u1ee7a c\u00e2n c\u00f4ng nghi\u1ec7p v\u1edbi \u0111\u1ed9 tr\u1ec5 th\u1ea5p v\u00e0 b\u0103ng th\u00f4ng cao.<\/p>\n\n\n\n

    4. Xu h\u01b0\u1edbng ph\u00e1t tri\u1ec3n trong t\u01b0\u01a1ng lai c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng c\u00e2n IoT c\u00f4ng nghi\u1ec7p<\/h1>\n\n\n\n

    4.1 T\u00edch h\u1ee3p s\u00e2u r\u1ed9ng gi\u1eefa Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 Internet v\u1ea1n v\u1eadt (IoT) \u0111\u1ec3 hi\u1ec7n th\u1ef1c h\u00f3a kh\u1ea3 n\u0103ng ph\u00e1n \u0111o\u00e1n th\u00f4ng minh t\u1ef1 \u0111\u1ed9ng<\/h2>\n\n\n\n

    C\u00e1c h\u1ec7 th\u1ed1ng c\u00e2n trong t\u01b0\u01a1ng lai s\u1ebd ch\u00ednh th\u1ee9c b\u01b0\u1edbc v\u00e0o giai \u0111o\u1ea1n t\u00edch h\u1ee3p th\u00f4ng minh AIoT. C\u00e1c thu\u1eadt to\u00e1n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o s\u1ebd t\u1ef1 \u0111\u1ed9ng l\u1ecdc b\u1ecf c\u00e1c sai s\u1ed1 do nhi\u1ec5u rung \u0111\u1ed9ng, sai l\u1ec7ch nhi\u1ec7t \u0111\u1ed9 v\u00e0 l\u1ef1c ngang g\u00e2y ra; d\u1eef li\u1ec7u l\u1edbn AI li\u00ean t\u1ee5c t\u1ed1i \u01b0u h\u00f3a c\u00e1c \u0111\u01b0\u1eddng cong hi\u1ec7u chu\u1ea9n \u0111\u1ec3 gi\u1ea3m thi\u1ec3u sai s\u1ed1 tuy\u1ebfn t\u00ednh v\u00e0 sai s\u1ed1 l\u1eb7p l\u1ea1i<\/strong>. Thay v\u00ec ch\u1ec9 thu th\u1eadp d\u1eef li\u1ec7u m\u1ed9t c\u00e1ch th\u1ee5 \u0111\u1ed9ng, c\u00e1c thi\u1ebft b\u1ecb s\u1ebd \u0111\u01b0\u1ee3c trang b\u1ecb kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch t\u1ef1 \u0111\u1ed9ng, t\u1ef1 \u0111i\u1ec1u ch\u1ec9nh v\u00e0 ph\u00e1t hi\u1ec7n s\u1ef1 c\u1ed1 \u0111\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u v\u1ec1 \u0111\u1ed9 ch\u00ednh x\u00e1c c\u1ef1c cao trong s\u1ea3n xu\u1ea5t c\u00f4ng nghi\u1ec7p.<\/p>\n\n\n\n

    4.2 Ph\u1ed5 bi\u1ebfn ki\u1ebfn tr\u00fac h\u1ee3p t\u00e1c gi\u1eefa \u0111\u00e1m m\u00e2y v\u00e0 thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i nh\u1eb1m n\u00e2ng cao t\u1ed1c \u0111\u1ed9 ph\u1ea3n h\u1ed3i<\/h2>\n\n\n\n

    C\u00e1c h\u1ec7 th\u1ed1ng c\u00e2n \u0111o trong t\u01b0\u01a1ng lai s\u1ebd \u00e1p d\u1ee5ng ki\u1ebfn tr\u00fac k\u00e9p k\u1ebft h\u1ee3p gi\u1eefa \u0111i\u1ec7n to\u00e1n bi\u00ean v\u00e0 l\u01b0u tr\u1eef \u0111\u00e1m m\u00e2y. C\u00e1c thi\u1ebft b\u1ecb \u0111\u1ea7u cu\u1ed1i bi\u00ean th\u1ef1c hi\u1ec7n vi\u1ec7c l\u1ecdc d\u1eef li\u1ec7u t\u1ea1i ch\u1ed7, t\u00ednh to\u00e1n v\u00e0 ph\u1ea3n h\u1ed3i nhanh ch\u00f3ng \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c th\u1eddi gian ph\u1ea3n h\u1ed3i \u1edf m\u1ee9c mili gi\u00e2y, t\u1eeb \u0111\u00f3 th\u00edch \u1ee9ng v\u1edbi qu\u00e1 tr\u00ecnh c\u00e2n \u0111o \u0111\u1ed9ng tr\u00ean c\u00e1c d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t t\u1ed1c \u0111\u1ed9 cao. N\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y \u0111\u1ea3m nh\u1eadn vi\u1ec7c t\u1ed5ng h\u1ee3p d\u1eef li\u1ec7u l\u1edbn, l\u01b0u tr\u1eef d\u00e0i h\u1ea1n, t\u1ea1o b\u00e1o c\u00e1o v\u00e0 ph\u00e2n t\u00edch d\u1eef li\u1ec7u. S\u1ef1 ph\u1ed1i h\u1ee3p gi\u1eefa \u0111\u00e1m m\u00e2y v\u00e0 bi\u00ean \u0111\u1ea3m b\u1ea3o kh\u1ea3 n\u0103ng ph\u1ea3n \u1ee9ng s\u1ea3n xu\u1ea5t theo th\u1eddi gian th\u1ef1c v\u00e0 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u d\u00e0i h\u1ea1n, ho\u00e0n to\u00e0n ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c nh\u00e0 m\u00e1y th\u00f4ng minh hi\u1ec7n \u0111\u1ea1i.<\/p>\n\n\n\n

    4.3 N\u00e2ng c\u1ea5p th\u00f4ng minh v\u00e0 s\u1ed1 h\u00f3a c\u00e1c c\u1ea3m bi\u1ebfn<\/h2>\n\n\n\n

    C\u00e1c c\u1ea3m bi\u1ebfn analog truy\u1ec1n th\u1ed1ng \u0111ang d\u1ea7n \u0111\u01b0\u1ee3c thay th\u1ebf b\u1eb1ng c\u1ea3m bi\u1ebfn c\u00e2n th\u00f4ng minh k\u1ef9 thu\u1eadt s\u1ed1<\/strong>. C\u00e1c c\u1ea3m bi\u1ebfn th\u1ebf h\u1ec7 m\u1edbi \u0111\u01b0\u1ee3c t\u00edch h\u1ee3p chip b\u00f9 nhi\u1ec7t \u0111\u1ed9, chip m\u00e3 h\u00f3a v\u00e0 chip ch\u1ea9n \u0111o\u00e1n, v\u1edbi c\u00e1c t\u00ednh n\u0103ng t\u1ef1 ch\u1ea9n \u0111o\u00e1n, ch\u1ed1ng nhi\u1ec5u v\u00e0 ch\u1ed1ng can thi\u1ec7p. B\u00ean c\u1ea1nh \u0111\u00f3, chip IoT ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng \u0111\u01b0\u1ee3c \u1ee9ng d\u1ee5ng r\u1ed9ng r\u00e3i nh\u1eb1m gi\u1ea3m m\u1ee9c ti\u00eau th\u1ee5 n\u0103ng l\u01b0\u1ee3ng c\u1ee7a thi\u1ebft b\u1ecb v\u00e0 k\u00e9o d\u00e0i tu\u1ed5i th\u1ecd pin c\u1ee7a c\u00e1c c\u1ea3m bi\u1ebfn kh\u00f4ng d\u00e2y, gi\u00fap ch\u00fang th\u00edch \u1ee9ng v\u1edbi \u0111i\u1ec1u ki\u1ec7n l\u00e0m vi\u1ec7c kh\u1eafc nghi\u1ec7t trong m\u00f4i tr\u01b0\u1eddng t\u1ef1 nhi\u00ean kh\u00f4ng c\u00f3 ngu\u1ed3n \u0111i\u1ec7n.<\/p>\n\n\n\n

    4.4 Kh\u1ea3 n\u0103ng truy xu\u1ea5t ngu\u1ed3n g\u1ed1c to\u00e0n b\u1ed9 quy tr\u00ecnh v\u00e0 m\u00e3 h\u00f3a b\u1ea3o m\u1eadt d\u1eef li\u1ec7u<\/h2>\n\n\n\n

    V\u1edbi s\u1ef1 gi\u00e1m s\u00e1t ng\u00e0y c\u00e0ng ch\u1eb7t ch\u1ebd trong l\u0129nh v\u1ef1c c\u00f4ng nghi\u1ec7p, d\u1eef li\u1ec7u c\u00e2n \u0111o \u0111\u00e3 tr\u1edf th\u00e0nh b\u1eb1ng ch\u1ee9ng quan tr\u1ecdng cho c\u00f4ng t\u00e1c ki\u1ec3m so\u00e1t ch\u1ea5t l\u01b0\u1ee3ng c\u1ee7a doanh nghi\u1ec7p, th\u1ed1ng k\u00ea thu\u1ebf v\u00e0 qu\u1ea3n l\u00fd v\u1eadt t\u01b0. C\u00e1c h\u1ec7 th\u1ed1ng c\u00e2n \u0111o IoT th\u1ebf h\u1ec7 m\u1edbi \u0111\u01b0\u1ee3c trang b\u1ecb c\u00e1c c\u00f4ng ngh\u1ec7 truy\u1ec1n t\u1ea3i m\u00e3 h\u00f3a, \u0111\u00f3ng d\u1ea5u th\u1eddi gian v\u00e0 ch\u1ed1ng gi\u1ea3 m\u1ea1o, nh\u1eb1m \u0111\u1ea3m b\u1ea3o kh\u1ea3 n\u0103ng truy xu\u1ea5t ngu\u1ed3n g\u1ed1c to\u00e0n b\u1ed9 quy tr\u00ecnh t\u1eeb kh\u00e2u l\u01b0u kho nguy\u00ean li\u1ec7u, pha ch\u1ebf trong s\u1ea3n xu\u1ea5t, giao h\u00e0ng th\u00e0nh ph\u1ea9m \u0111\u1ebfn ki\u1ec3m k\u00ea h\u00e0ng t\u1ed3n kho. \u0110i\u1ec1u n\u00e0y \u0111\u1eb7c bi\u1ec7t ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p ch\u1ecbu s\u1ef1 qu\u1ea3n l\u00fd nghi\u00eam ng\u1eb7t nh\u01b0 th\u1ef1c ph\u1ea9m, d\u01b0\u1ee3c ph\u1ea9m v\u00e0 c\u00f4ng ngh\u1ec7 h\u00f3a ch\u1ea5t.<\/p>\n\n\n\n

    4.5 Thi\u1ebft k\u1ebf t\u00edch h\u1ee3p th\u00e2n thi\u1ec7n v\u1edbi m\u00f4i tr\u01b0\u1eddng, ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng v\u00e0 nh\u1eb9<\/h2>\n\n\n\n

    Ng\u00e0nh c\u00f4ng nghi\u1ec7p \u0111ang ph\u00e1t tri\u1ec3n theo h\u01b0\u1edbng gi\u1ea3m ph\u00e1t th\u1ea3i carbon v\u00e0 ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng. Thi\u1ebft b\u1ecb c\u00e2n th\u00f4ng minh th\u1ebf h\u1ec7 m\u1edbi s\u1eed d\u1ee5ng c\u00e1c m\u00f4-\u0111un truy\u1ec1n th\u00f4ng ti\u00eau th\u1ee5 \u00edt n\u0103ng l\u01b0\u1ee3ng v\u00e0 chip ti\u1ebft ki\u1ec7m n\u0103ng l\u01b0\u1ee3ng \u0111\u1ec3 gi\u1ea3m m\u1ee9c ti\u00eau th\u1ee5 \u0111i\u1ec7n. C\u1ea5u tr\u00fac m\u00f4-\u0111un v\u00e0 tr\u1ecdng l\u01b0\u1ee3ng nh\u1eb9 gi\u00fap vi\u1ec7c l\u1eafp \u0111\u1eb7t, th\u00e1o d\u1ee1 v\u00e0 di d\u1eddi tr\u1edf n\u00ean d\u1ec5 d\u00e0ng h\u01a1n. C\u00e1c c\u1ea3m bi\u1ebfn th\u00f4ng minh ch\u1ed1ng th\u1ea5m n\u01b0\u1edbc, ch\u1ed1ng ch\u00e1y n\u1ed5 v\u00e0 ch\u1ed1ng \u0103n m\u00f2n c\u00f3 th\u1ec3 th\u00edch \u1ee9ng v\u1edbi c\u00e1c \u0111i\u1ec1u ki\u1ec7n l\u00e0m vi\u1ec7c kh\u1eafc nghi\u1ec7t h\u01a1n. L\u01b0u tr\u1eef d\u1eef li\u1ec7u tr\u00ean \u0111\u00e1m m\u00e2y gi\u00fap gi\u1ea3m thi\u1ec3u r\u1ee7i ro m\u1ea5t d\u1eef li\u1ec7u tr\u00ean \u1ed5 c\u1ee9ng c\u1ee5c b\u1ed9, c\u1eaft gi\u1ea3m chi ph\u00ed \u0111\u1ea7u t\u01b0 ph\u1ea7n c\u1ee9ng cho doanh nghi\u1ec7p v\u00e0 hi\u1ec7n th\u1ef1c h\u00f3a s\u1ea3n xu\u1ea5t th\u00f4ng minh xanh.<\/p>\n\n\n\n

    5. Nh\u1eefng th\u00e1ch th\u1ee9c hi\u1ec7n t\u1ea1i trong ng\u00e0nh c\u00f4ng nghi\u1ec7p v\u00e0 c\u00e1c h\u01b0\u1edbng t\u1ed1i \u01b0u h\u00f3a<\/h1>\n\n\n\n

    5.1 Nh\u1eefng th\u00e1ch th\u1ee9c hi\u1ec7n t\u1ea1i<\/h2>\n\n\n\n
      \n
    • Kh\u1ea3 n\u0103ng t\u01b0\u01a1ng th\u00edch thi\u1ebft b\u1ecb k\u00e9m<\/strong>: Thi\u1ebft b\u1ecb c\u00e2n analog c\u0169 kh\u00f3 k\u1ebft n\u1ed1i tr\u1ef1c ti\u1ebfp v\u1edbi c\u00e1c n\u1ec1n t\u1ea3ng IoT do m\u1ee9c \u0111\u1ed9 ph\u1ee9c t\u1ea1p cao trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i;<\/li>\n\n\n\n
    • M\u00f4i tr\u01b0\u1eddng truy\u1ec1n th\u00f4ng ph\u1ee9c t\u1ea1p<\/strong>: C\u00e1c nh\u00e0 m\u00e1y c\u00f3 nhi\u1ec5u \u0111i\u1ec7n t\u1eeb m\u1ea1nh v\u00e0 nhi\u1ec1u v\u1eadt c\u1ea3n, d\u1eabn \u0111\u1ebfn t\u00edn hi\u1ec7u kh\u00f4ng d\u00e2y kh\u00f4ng \u1ed5n \u0111\u1ecbnh;<\/li>\n\n\n\n
    • S\u1ef1 thi\u1ebfu v\u1eafng c\u00e1c ti\u00eau chu\u1ea9n c\u00f4ng nghi\u1ec7p th\u1ed1ng nh\u1ea5t<\/strong>: C\u00e1c c\u1ea3m bi\u1ebfn c\u1ee7a c\u00e1c th\u01b0\u01a1ng hi\u1ec7u kh\u00e1c nhau c\u00f3 c\u00e1c giao th\u1ee9c truy\u1ec1n th\u00f4ng kh\u00f4ng t\u01b0\u01a1ng th\u00edch, g\u00e2y c\u1ea3n tr\u1edf cho vi\u1ec7c qu\u1ea3n l\u00fd t\u1eadp trung;<\/li>\n\n\n\n
    • C\u00e1c r\u1ee7i ro v\u1ec1 an ninh m\u1ea1ng<\/strong>: D\u1eef li\u1ec7u tr\u00ean \u0111\u00e1m m\u00e2y c\u00f3 nguy c\u01a1 b\u1ecb r\u00f2 r\u1ec9, b\u1ecb can thi\u1ec7p tr\u00e1i ph\u00e9p v\u00e0 b\u1ecb t\u1ea5n c\u00f4ng m\u1ea1ng.<\/li>\n<\/ul>\n\n\n\n

      5.2 T\u1ed1i \u01b0u h\u00f3a v\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng ph\u00e1t tri\u1ec3n<\/h2>\n\n\n\n

      Trong t\u01b0\u01a1ng lai, ng\u00e0nh c\u00f4ng nghi\u1ec7p s\u1ebd th\u1ed1ng nh\u1ea5t c\u00e1c giao th\u1ee9c truy\u1ec1n th\u00f4ng c\u00f4ng nghi\u1ec7p v\u00e0 th\u00fac \u0111\u1ea9y qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111\u1ed1i v\u1edbi c\u00e1c thi\u1ebft b\u1ecb c\u0169. C\u00f4ng ngh\u1ec7 che ch\u1eafn s\u1ebd \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a \u0111\u1ec3 n\u00e2ng cao \u0111\u1ed9 \u1ed5n \u0111\u1ecbnh c\u1ee7a h\u1ec7 th\u1ed1ng truy\u1ec1n th\u00f4ng trong c\u00e1c m\u00f4i tr\u01b0\u1eddng c\u00f4ng nghi\u1ec7p ph\u1ee9c t\u1ea1p. B\u00ean c\u1ea1nh \u0111\u00f3, ng\u00e0nh c\u00f4ng nghi\u1ec7p s\u1ebd c\u1ea3i thi\u1ec7n h\u1ec7 th\u1ed1ng m\u00e3 h\u00f3a d\u1eef li\u1ec7u, ph\u00e2n lo\u1ea1i quy\u1ec1n truy c\u1eadp v\u00e0 b\u1ea3o v\u1ec7 t\u01b0\u1eddng l\u1eeda, \u0111\u1ed3ng th\u1eddi gi\u1ea3m chi ph\u00ed s\u1ea3n xu\u1ea5t thi\u1ebft b\u1ecb th\u00f4ng minh, t\u1eeb \u0111\u00f3 \u0111\u1ea9y nhanh vi\u1ec7c ph\u1ed5 c\u1eadp c\u00e1c h\u1ec7 th\u1ed1ng c\u00e2n th\u00f4ng minh t\u1ea1i c\u00e1c doanh nghi\u1ec7p v\u1eeba v\u00e0 nh\u1ecf.<\/p>\n\n\n\n

      6. T\u00f3m t\u1eaft<\/h1>\n\n\n\n

      C\u00f4ng ngh\u1ec7 IoT \u0111\u00e3 thay \u0111\u1ed5i ho\u00e0n to\u00e0n c\u00e1ch th\u1ee9c v\u1eadn h\u00e0nh c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng c\u00e2n c\u00f4ng nghi\u1ec7p truy\u1ec1n th\u1ed1ng v\u1ed1n mang t\u00ednh c\u00f4 l\u1eadp, ch\u1eadm tr\u1ec5 v\u00e0 ph\u1ee5 thu\u1ed9c nhi\u1ec1u v\u00e0o nh\u00e2n c\u00f4ng. C\u00f4ng ngh\u1ec7 n\u00e0y x\u00e2y d\u1ef1ng m\u1ed9t h\u1ec7 th\u1ed1ng c\u00e2n th\u00f4ng minh ho\u00e0n to\u00e0n m\u1edbi d\u1ef1a tr\u00ean c\u1ea3m bi\u1ebfn th\u00f4ng minh, truy\u1ec1n d\u1eabn kh\u00f4ng d\u00e2y, l\u01b0u tr\u1eef \u0111\u00e1m m\u00e2y, thu\u1eadt to\u00e1n tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, v\u00e0 v\u1eadn h\u00e0nh v\u00e0 b\u1ea3o tr\u00ec t\u1eeb xa<\/strong>. Trong t\u01b0\u01a1ng lai, l\u0129nh v\u1ef1c c\u00e2n c\u00f4ng nghi\u1ec7p s\u1ebd ti\u1ebfp t\u1ee5c ph\u00e1t tri\u1ec3n theo h\u01b0\u1edbng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o, v\u1eadn h\u00e0nh kh\u00f4ng ng\u01b0\u1eddi l\u00e1i, \u0111\u1ed9 ch\u00ednh x\u00e1c cao, ti\u00eau th\u1ee5 \u0111i\u1ec7n n\u0103ng th\u1ea5p v\u00e0 kh\u1ea3 n\u0103ng truy xu\u1ea5t ngu\u1ed3n g\u1ed1c \u0111\u1ea7y \u0111\u1ee7<\/strong>. V\u1edbi s\u1ef1 ph\u00e1t tri\u1ec3n kh\u00f4ng ng\u1eebng c\u1ee7a c\u00e1c c\u00f4ng ngh\u1ec7 5G, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 \u0111i\u1ec7n to\u00e1n bi\u00ean, c\u00e1c h\u1ec7 th\u1ed1ng c\u00e2n IoT s\u1ebd tr\u1edf th\u00e0nh n\u1ec1n t\u1ea3ng thu th\u1eadp d\u1eef li\u1ec7u kh\u00f4ng th\u1ec3 thi\u1ebfu cho s\u1ea3n xu\u1ea5t th\u00f4ng minh. H\u1ec7 th\u1ed1ng n\u00e0y cung c\u1ea5p s\u1ef1 h\u1ed7 tr\u1ee3 d\u1eef li\u1ec7u m\u1ea1nh m\u1ebd cho c\u00e1c doanh nghi\u1ec7p c\u00f4ng nghi\u1ec7p trong vi\u1ec7c c\u1eaft gi\u1ea3m chi ph\u00ed, n\u00e2ng cao hi\u1ec7u qu\u1ea3, \u0111\u1ea3m b\u1ea3o an to\u00e0n s\u1ea3n xu\u1ea5t v\u00e0 qu\u1ea3n l\u00fd s\u1ed1 h\u00f3a, t\u1eeb \u0111\u00f3 th\u00fac \u0111\u1ea9y to\u00e0n b\u1ed9 ng\u00e0nh c\u00f4ng nghi\u1ec7p c\u00e2n b\u01b0\u1edbc v\u00e0o m\u1ed9t k\u1ef7 nguy\u00ean c\u00f4ng nghi\u1ec7p th\u00f4ng minh \u1edf c\u1ea5p \u0111\u1ed9 cao h\u01a1n.<\/p>","protected":false},"excerpt":{"rendered":"

      Most traditional industrial weighing systems operate as standalone devices, relying on manual recording, local storage, and manual calibration. They have disadvantages such as isolated data, high labor costs, delayed fault detection, and difficult error control. With the rapid advancement of Industry 4.0, intelligent manufacturing, and digital factories, Internet of Things (IoT) technology has become a […]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":[],"support_topic":[],"class_list":["post-128","tech_support","type-tech_support","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.youhanck.com\/vi\/wp-json\/wp\/v2\/tech_support\/128","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.youhanck.com\/vi\/wp-json\/wp\/v2\/tech_support"}],"about":[{"href":"https:\/\/www.youhanck.com\/vi\/wp-json\/wp\/v2\/types\/tech_support"}],"wp:attachment":[{"href":"https:\/\/www.youhanck.com\/vi\/wp-json\/wp\/v2\/media?parent=128"}],"wp:term":[{"taxonomy":"support_topic","embeddable":true,"href":"https:\/\/www.youhanck.com\/vi\/wp-json\/wp\/v2\/support_topic?post=128"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}