{"id":3403,"date":"2025-05-21T11:45:11","date_gmt":"2025-05-21T04:45:11","guid":{"rendered":"https:\/\/techconnect-mi.com\/?p=3403"},"modified":"2025-06-11T13:41:22","modified_gmt":"2025-06-11T06:41:22","slug":"mo-hinh-kim-tu-thap-automation-pyramid","status":"publish","type":"post","link":"https:\/\/techconnect-mi.com\/vi\/mo-hinh-kim-tu-thap-automation-pyramid\/","title":{"rendered":"Automation Pyramid &#8211; M\u00f4 h\u00ecnh kim t\u1ef1 th\u00e1p T\u1ef1 \u0110\u1ed9ng H\u00f3a Cho Nh\u00e0 M\u00e1y Th\u00f4ng Minh"},"content":{"rendered":"<h4>Automation Pyramid l\u00e0 g\u00ec?<\/h4>\n<p>Kim t\u1ef1 th\u00e1p t\u1ef1 \u0111\u1ed9ng h\u00f3a (Automation Pyramid) kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m t\u1ef1 ph\u00e1t m\u00e0 l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c ti\u00eau chu\u1ea9n h\u00f3a to\u00e0n c\u1ea7u, ra \u0111\u1eddi t\u1eeb nhu c\u1ea7u qu\u1ea3n l\u00fd s\u1ef1 ph\u1ee9c t\u1ea1p ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t.<\/p>\n<p>M\u00f4 h\u00ecnh kim t\u1ef1 th\u00e1p t\u1ef1 \u0111\u1ed9ng h\u00f3a n\u00e0y \u0111\u01b0\u1ee3c gi\u1edbi thi\u1ec7u trong b\u1ed9 ti\u00eau chu\u1ea9n ISA-95 &#8211; t\u00ean ch\u00ednh th\u1ee9c c\u1ee7a b\u1ed9 ti\u00eau chu\u1ea9n n\u00e0y l\u00e0 \u201cANSI\/ISA-95 Enterprise-Control System Integration\u201d hay c\u0169ng \u0111\u01b0\u1ee3c bi\u1ebft d\u01b0\u1edbi t\u00ean IEC\/ISO 62264<\/p>\n<p>M\u00f4 h\u00ecnh n\u00e0y gi\u00fap \u0111\u1ecbnh ngh\u0129a r\u00f5 r\u00e0ng vai tr\u00f2 v\u00e0 tr\u00e1ch nhi\u1ec7m c\u1ee7a t\u1eebng c\u1ea5p \u0111\u1ed9, t\u1eeb \u0111\u00f3 t\u1ea1o \u0111i\u1ec1u ki\u1ec7n cho vi\u1ec7c thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng hi\u1ec7u qu\u1ea3 h\u01a1n, c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng t\u01b0\u01a1ng t\u00e1c gi\u1eefa c\u00e1c thi\u1ebft b\u1ecb v\u00e0 ph\u1ea7n m\u1ec1m, v\u00e0 t\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh s\u1ea3n xu\u1ea5t t\u1ed5ng th\u1ec3.<\/p>\n<p>M\u00f4 h\u00ecnh c\u0169ng l\u00e0 c\u1ea5u tr\u00fac x\u01b0\u01a1ng s\u1ed1ng cho c\u00e1c gi\u1ea3i ph\u00e1p v\u1ec1 chuy\u1ec3n \u0111\u1ed5i s\u1ed1 nh\u00e0 m\u00e1y m\u00e0 Techconnect thi\u1ebft k\u1ebf v\u00e0 t\u01b0 v\u1ea5n cho t\u1eebng kh\u00e1ch h\u00e0ng kh\u00e1c nhau,d\u1ef1a tr\u00ean th\u1ef1c tr\u1ea1ng hi\u1ec7n h\u1eefu c\u1ee7a t\u1eebng nh\u00e0 m\u00e1y.<\/p>\n<h4>C\u00e1c c\u1ea5p \u0111\u1ed9 (layer) t\u1ef1 \u0111\u1ed9ng h\u00f3a s\u1ea3n xu\u1ea5t trong Automation Pyramid<\/h4>\n<p>M\u00f4 h\u00ecnh kim t\u1ef1 th\u00e1p t\u1ef1 \u0111\u1ed9ng h\u00f3a truy\u1ec1n th\u1ed1ng th\u01b0\u1eddng \u0111\u01b0\u1ee3c ph\u00e2n chia th\u00e0nh n\u0103m c\u1ea5p \u0111\u1ed9 ch\u00ednh, t\u1eeb th\u1ea5p nh\u1ea5t (t\u1ea7ng hi\u1ec7n tr\u01b0\u1eddng) \u0111\u1ebfn cao nh\u1ea5t (t\u1ea7ng qu\u1ea3n l\u00fd doanh nghi\u1ec7p). M\u1ed7i c\u1ea5p \u0111\u1ed9 c\u00f3 ch\u1ee9c n\u0103ng v\u00e0 c\u00f4ng ngh\u1ec7 ri\u00eang bi\u1ec7t nh\u01b0ng li\u00ean k\u1ebft ch\u1eb7t ch\u1ebd v\u1edbi nhau th\u00f4ng qua lu\u1ed3ng th\u00f4ng tin v\u00e0 \u0111i\u1ec1u khi\u1ec3n.<\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"1024\" height=\"352\" src=\"https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Techconnect-1024x352.png\" alt=\"\" srcset=\"https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Techconnect-1024x352.png 1024w, https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Techconnect-300x103.png 300w, https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Techconnect-768x264.png 768w, https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Techconnect-1536x529.png 1536w, https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Techconnect-2048x705.png 2048w, https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Techconnect-18x6.png 18w, https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Techconnect-e1746517710534.png 1200w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n<h6>C\u1ea5p \u0111\u1ed9 1 &#8211; C\u1ea5p \u0111\u1ed9 hi\u1ec7n tr\u01b0\u1eddng \/ Quy tr\u00ecnh s\u1ea3n xu\u1ea5t (Field Level)<\/h6>\n<p>B\u1eaft \u0111\u1ea7u t\u1eeb d\u01b0\u1edbi \u0111\u00e1y c\u1ee7a kim t\u1ef1 th\u00e1p \u0111i l\u00ean, \u0111\u00e2y l\u00e0 c\u1ea5p \u0111\u1ed9 c\u01a1 b\u1ea3n nh\u1ea5t, l\u00e0 t\u1ea7ng s\u1ea3n xu\u1ea5t , c\u00f3 c\u00e1c thi\u1ebft b\u1ecb bao g\u1ed3m :<\/p>\n<p>a. C\u00e1c thi\u1ebft b\u1ecb cung c\u1ea5p d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o nh\u01b0 : c\u1ea3m bi\u1ebfn nhi\u1ec7t, c\u1ea3m bi\u1ebfn m\u1ee9c, \u0111o l\u01b0u l\u01b0\u1ee3ng, \u0111o \u0111\u1ed9 rung,d\u00f2ng ch\u1ea3y, nhi\u1ec7t \u0111\u1ed9, \u00e1p su\u1ea5t&#8230;<\/p>\n<p>b. C\u00e1c thi\u1ebft b\u1ecb, m\u00e1y m\u00f3c nh\u01b0 : van, m\u00e1y b\u01a1m, qu\u1ea1t, b\u0103ng t\u1ea3i&#8230;.<\/p>\n<p>b. C\u00e1c ph\u01b0\u01a1ng th\u1ee9c giao ti\u1ebfp, bao g\u1ed3m m\u1ea1ng c\u00f3 d\u00e2y v\u00e0 kh\u00f4ng d\u00e2y, ngu\u1ed3n&#8230;\u0111\u1ec3 c\u00f3 th\u1ec3 cho ph\u00e9p thi\u1ebft b\u1ecb tr\u01b0\u1eddng n\u00e0y, k\u1ebft n\u1ed1i, giao ti\u1ebfp v\u1edbi c\u00e1c l\u1edbp tr\u00ean.<\/p>\n<h6>C\u1ea5p \u0111\u1ed9 2 &#8211; C\u1ea5p \u0111\u1ed9 \u0111i\u1ec1u khi\u1ec3n (PLC &#8211; DCS &#8211; PID &#8211; RTU) &#8211; Machine Control<\/h6>\n<p>C\u00e1c thi\u1ebft b\u1ecb \u1edf c\u1ea5p \u0111\u1ed9 \u0111i\u1ec1u khi\u1ec3n (bao g\u1ed3m PC, PLC hay PID) \u0111\u01b0\u1ee3c k\u1ebft n\u1ed1i v\u1edbi thi\u1ebft b\u1ecb\/ph\u1ea7n c\u1ee9ng \u1edf c\u1ea5p \u0111\u1ed9 hi\u1ec7n tr\u01b0\u1eddng (Field Level), li\u00ean t\u1ee5c nh\u1eadn d\u1eef li\u1ec7u \u0111\u1ea7u v\u00e0o t\u1eeb ch\u00fang v\u00e0 s\u1eed d\u1ee5ng d\u1eef li\u1ec7u \u0111\u00f3 \u0111\u1ec3 t\u1ea1o \u0111\u1ea7u ra ki\u1ec3m so\u00e1t qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t.<\/p>\n<p>V\u00ed d\u1ee5 th\u1ef1c t\u1ebf :\u00a0PLC nh\u1eadn t\u00edn hi\u1ec7u t\u1eeb c\u00f4ng t\u1eafc h\u00e0nh tr\u00ecnh, ki\u1ec3m tra \u0111i\u1ec1u ki\u1ec7n an to\u00e0n v\u00e0 ra l\u1ec7nh \u0111\u00f3ng\/m\u1edf van trong h\u1ec7 th\u1ed1ng chi\u1ebft r\u00f3t n\u01b0\u1edbc u\u1ed1ng.<\/p>\n<h6>C\u1ea5p \u0111\u1ed9 3 &#8211; C\u1ea5p \u0111\u1ed9 gi\u00e1m s\u00e1t \u0111i\u1ec1u khi\u1ec3n v\u00e0 thu th\u1eadp d\u1eef li\u1ec7u (SCADA &#8211; HMI) &#8211; System Control<\/h6>\n<p>T\u1ea7ng n\u00e0y t\u1eadp trung v\u00e0o vi\u1ec7c gi\u00e1m s\u00e1t v\u00e0 thu th\u1eadp d\u1eef li\u1ec7u t\u1eeb to\u00e0n b\u1ed9 h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t. N\u00f3 ki\u1ec3m tra, thu th\u1eadp v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u theo th\u1eddi gian th\u1ef1c, \u0111\u1ed3ng th\u1eddi c\u00f3 kh\u1ea3 n\u0103ng ghi l\u1ea1i d\u1eef li\u1ec7u cho m\u1ee5c \u0111\u00edch l\u1ecbch s\u1eed. Ng\u01b0\u1eddi v\u1eadn h\u00e0nh t\u1ea1i c\u1ea5p \u0111\u1ed9 n\u00e0y s\u1eed d\u1ee5ng th\u00f4ng tin hi\u1ec3n th\u1ecb \u0111\u1ec3 ph\u00e2n t\u00edch v\u00e0 h\u00e0nh \u0111\u1ed9ng v\u1edbi c\u00e1c s\u1ef1 ki\u1ec7n, b\u00e1o \u0111\u1ed9ng c\u1ee7a h\u1ec7 th\u1ed1ng, c\u0169ng nh\u01b0 th\u1ef1c hi\u1ec7n c\u00e1c \u0111i\u1ec1u khi\u1ec3n \u1edf m\u1ee9c \u0111\u1ed9 cao h\u01a1n.<\/p>\n<p>C\u00e1c c\u00f4ng ngh\u1ec7 ch\u1ee7 \u0111\u1ea1o t\u1ea1i \u0111\u00e2y l\u00e0 H\u1ec7 th\u1ed1ng \u0111i\u1ec1u khi\u1ec3n gi\u00e1m s\u00e1t v\u00e0 thu th\u1eadp d\u1eef li\u1ec7u (SCADA &#8211; Supervisory Control And Data Acquisition) v\u00e0 Giao di\u1ec7n ng\u01b0\u1eddi-m\u00e1y (HMI &#8211; Human-Machine Interface).\u00a0H\u1ec7 th\u1ed1ng SCADA bao g\u1ed3m c\u00e1c th\u00e0nh ph\u1ea7n ph\u1ea7n m\u1ec1m v\u00e0 ph\u1ea7n c\u1ee9ng cho ph\u00e9p gi\u00e1m s\u00e1t v\u00e0 \u0111i\u1ec1u khi\u1ec3n c\u00e1c nh\u00e0 m\u00e1y c\u1ea3 t\u1ea1i ch\u1ed7 v\u00e0 t\u1eeb xa. M\u00e0n h\u00ecnh HMI l\u00e0 n\u01a1i ng\u01b0\u1eddi v\u1eadn h\u00e0nh t\u01b0\u01a1ng t\u00e1c v\u1edbi h\u1ec7 th\u1ed1ng, hi\u1ec3n th\u1ecb th\u00f4ng tin h\u1ec7 th\u1ed1ng v\u00e0 cho ph\u00e9p \u0111i\u1ec1u khi\u1ec3n c\u00e1c thi\u1ebft b\u1ecb ch\u1ea5p h\u00e0nh.<\/p>\n<p><strong data-start=\"2340\" data-end=\"2358\">V\u00ed d\u1ee5 th\u1ef1c t\u1ebf:<\/strong> Trong m\u1ed9t nh\u00e0 m\u00e1y x\u1eed l\u00fd n\u01b0\u1edbc, SCADA gi\u00e1m s\u00e1t m\u1ee9c n\u01b0\u1edbc b\u1ec3 ch\u1ee9a, tr\u1ea1ng th\u00e1i b\u01a1m, ch\u1ea5t l\u01b0\u1ee3ng n\u01b0\u1edbc \u0111\u1ea7u ra v\u00e0 g\u1eedi c\u1ea3nh b\u00e1o n\u1ebfu v\u01b0\u1ee3t ng\u01b0\u1ee1ng.<\/p>\n<h6>C\u1ea5p \u0111\u1ed9 4 &#8211; C\u1ea5p \u0111\u1ed9 qu\u1ea3n l\u00fd \u0111i\u1ec1u h\u00e0nh s\u1ea3n xu\u1ea5t (MES &#8211; Manufacturing Operation)<\/h6>\n<p>Kh\u00e1c v\u1edbi c\u00e1c c\u1ea5p \u0111\u1ed9 d\u01b0\u1edbi ch\u1ee7 y\u1ebfu li\u00ean quan \u0111\u1ebfn ch\u1ee9c n\u0103ng s\u1ea3n xu\u1ea5t v\u1eadt l\u00fd v\u00e0 \u0111i\u1ec1u khi\u1ec3n, c\u1ea5p \u0111\u1ed9 n\u00e0y b\u1ed5 sung ch\u1ee9c n\u0103ng qu\u1ea3n l\u00fd.<\/p>\n<p>C\u00f4ng ngh\u1ec7 ch\u00ednh \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u1edf c\u1ea5p \u0111\u1ed9 n\u00e0y l\u00e0 H\u1ec7 th\u1ed1ng th\u1ef1c thi s\u1ea3n xu\u1ea5t (MES &#8211; Manufacturing Execution System) . MES k\u1ebft n\u1ed1i gi\u1eefa vi\u1ec7c \u0111i\u1ec1u h\u00e0nh s\u1ea3n xu\u1ea5t v\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng qu\u1ea3n l\u00fd doanh nghi\u1ec7p b\u1eb1ng c\u00e1ch l\u1ea5y d\u1eef li\u1ec7u tr\u1ef1c ti\u1ebfp t\u1eeb m\u00e1y m\u00f3c, sau \u0111\u00f3 x\u1eed l\u00fd v\u00e0 tri\u1ec3n khai \u0111\u1ebfn \u0111\u1ed9i ng\u0169 qu\u1ea3n l\u00fd s\u1ea3n xu\u1ea5t, qu\u1ea3n l\u00fd ch\u1ea5t l\u01b0\u1ee3ng v\u00e0 c\u00f4ng nh\u00e2n v\u1eadn h\u00e0nh m\u00e1y. T\u1ea7ng n\u00e0y nh\u1eadn d\u1eef li\u1ec7u s\u1ea3n xu\u1ea5t chi ti\u1ebft v\u00e0 th\u1eddi gian th\u1ef1c t\u1eeb C\u1ea5p \u0110\u1ed9 3. N\u00f3 sau \u0111\u00f3 cung c\u1ea5p d\u1eef li\u1ec7u t\u1ed5ng h\u1ee3p, b\u00e1o c\u00e1o hi\u1ec7u su\u1ea5t v\u00e0 th\u00f4ng tin chi ti\u1ebft v\u1ec1 s\u1ea3n xu\u1ea5t cho C\u1ea5p \u0110\u1ed9 4 \u0111\u1ec3 gi\u00e1m s\u00e1t kinh doanh r\u1ed9ng h\u01a1n v\u00e0 ho\u1ea1ch \u0111\u1ecbnh chi\u1ebfn l\u01b0\u1ee3c.<\/p>\n<p><strong data-start=\"2851\" data-end=\"2869\">V\u00ed d\u1ee5 th\u1ef1c t\u1ebf:<\/strong> MES nh\u1eadn l\u1ec7nh s\u1ea3n xu\u1ea5t t\u1eeb ERP, ph\u00e2n b\u1ed5 cho t\u1eebng m\u00e1y, theo d\u00f5i gi\u00e1m s\u00e1t ti\u1ebfn \u0111\u1ed9, tr\u1ea1ng th\u00e1i theo th\u1eddi gian th\u1ef1c, \u0111\u1ed3ng th\u1eddi l\u01b0u tr\u1eef b\u00e1o c\u00e1o.<\/p>\n<h6>C\u1ea5p \u0111\u1ed9 5 &#8211; C\u1ea5p \u0111\u1ed9 qu\u1ea3n l\u00fd ho\u1ea1ch \u0111\u1ecbnh doanh nghi\u1ec7p (ERP)<\/h6>\n<p>\u0110\u00e2y l\u00e0 c\u1ea5p \u0111\u1ed9 cao nh\u1ea5t trong kim t\u1ef1 th\u00e1p t\u1ef1 \u0111\u1ed9ng h\u00f3a, bao g\u1ed3m t\u1ea5t c\u1ea3 c\u00e1c c\u1ea5p \u0111\u1ed9 th\u1ea5p h\u01a1n v\u00e0 m\u1edf r\u1ed9ng ra to\u00e0n b\u1ed9 ho\u1ea1t \u0111\u1ed9ng kinh doanh. N\u00f3 cho ph\u00e9p c\u00e1c nh\u00e0 qu\u1ea3n l\u00fd c\u1ea5p cao nh\u1ea5t gi\u00e1m s\u00e1t t\u1ea5t c\u1ea3 c\u00e1c ph\u00f2ng ban c\u1ee7a doanh nghi\u1ec7p, bao g\u1ed3m b\u00e1n h\u00e0ng, mua h\u00e0ng, s\u1ea3n xu\u1ea5t, t\u00e0i ch\u00ednh, nh\u00e2n s\u1ef1 v\u00e0 qu\u1ea3n l\u00fd quan h\u1ec7 kh\u00e1ch h\u00e0ng (CRM). H\u1ec7 th\u1ed1ng n\u00e0y nh\u1eb1m m\u1ee5c \u0111\u00edch th\u00fac \u0111\u1ea9y hi\u1ec7u qu\u1ea3, minh b\u1ea1ch v\u00e0 x\u00e1c \u0111\u1ecbnh c\u00e1c l\u0129nh v\u1ef1c c\u1ea7n c\u1ea3i thi\u1ec7n tr\u00ean to\u00e0n c\u00f4ng ty.<\/p>\n<h4>C\u00e1c gi\u1ea3i ph\u00e1p CHUY\u1ec2N \u0110\u1ed4I S\u1ed0 m\u00e0 TECHCONNECT mang \u0111\u1ebfn cho kh\u00e1ch h\u00e0ng<\/h4>\n<p>\u0110\u1ec3 qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1hi\u1ec7u qu\u1ea3 cho nh\u00e0 m\u00e1y s\u1ea3n xu\u1ea5t, s\u1ef1 li\u00ean k\u1ebft ch\u1eb7t ch\u1ebd gi\u1eefa c\u00e1c t\u1ea7ng trong kim t\u1ef1 th\u00e1p t\u1ef1 \u0111\u1ed9ng h\u00f3a l\u00e0 r\u1ea5t quan tr\u1ecdng.<\/p>\n<p>\u0110\u1ec3 thi\u1ebft k\u1ebf \u0111\u01b0\u1ee3c gi\u1ea3i ph\u00e1p ph\u00f9 h\u1ee3p v\u00e0 t\u1ed1i \u01b0u cho m\u1ed7i doanh nghi\u1ec7p kh\u00e1ch h\u00e0ng, ch\u00fang t\u00f4i lu\u00f4n s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh kim t\u1ef1 th\u00e1p t\u1ef1 \u0111\u1ed9ng h\u00f3a theo ti\u00eau chu\u1ea9n ISA-95 to\u00e0n c\u1ea7u l\u00e0m kim ch\u1ec9 nam trong t\u01b0 v\u1ea5n.<\/p>\n<p>Vi\u1ec7c kh\u1ea3o s\u00e1t nh\u00e0 m\u00e1y \u0111\u1ec3 bi\u1ebft th\u1ef1c tr\u1ea1ng kh\u00e1ch h\u00e0ng \u0111ang \u1edf ph\u00e2n l\u1edbp n\u00e0o c\u1ee7a m\u00f4 h\u00ecnh, v\u00e0 mong mu\u1ed1n c\u1ea3i ti\u1ebfn nh\u01b0 th\u1ebf n\u00e0o, s\u1ebd gi\u00fap gi\u1ea3i ph\u00e1p ch\u00fang t\u1ed1i t\u1ed1i \u01b0u nh\u1ea5t v\u1ec1 m\u1eb7t hi\u1ec7u su\u1ea5t v\u00e0 chi ph\u00ed, \u0111\u1ed3ng th\u1eddi mang l\u1ea1i c\u00e1c l\u1ee3i \u00edch sau :<\/p>\n<p>\u00a0 \u00a0&#8211; Gi\u1ea3m thi\u1ec3u th\u1eddi gian s\u1ea3n xu\u1ea5t, sai s\u00f3t, l\u1ed7i trong v\u1eadn h\u00e0nh<\/p>\n<p>\u00a0 \u00a0&#8211; N\u00e2ng cao n\u0103ng l\u1ef1c, ch\u1ea5t l\u01b0\u1ee3ng s\u1ea3n xu\u1ea5t, \u0111\u1ea3m b\u1ea3o an to\u00e0n lao \u0111\u1ed9ng.<\/p>\n<p>\u00a0 \u00a0&#8211; C\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u00e0 theo d\u00f5i qu\u00e1 tr\u00ecnh s\u1ea3n xu\u1ea5t, gi\u00fap nh\u00e0 qu\u1ea3n l\u00fd \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh ph\u00f9 h\u1ee3p v\u00e0 \u0111\u00fang \u0111\u1eafn.<\/p>\n<p>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1024\" height=\"417\" src=\"https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Lien-he-1024x417.png\" alt=\"Automation Pyramid\" srcset=\"https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Lien-he-1024x417.png 1024w, https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Lien-he-300x122.png 300w, https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Lien-he-768x313.png 768w, https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Lien-he-1536x625.png 1536w, https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Lien-he-2048x834.png 2048w, https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Lien-he-18x7.png 18w, https:\/\/techconnect-mi.com\/wp-content\/uploads\/2025\/05\/Lien-he-scaled-e1747802395622.png 512w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/p>\n<p>Qu\u00fd kh\u00e1ch c\u00f3 nhu c\u1ea7u Demo xin li\u00ean h\u1ec7 :<\/p>\n<p>\u00a0 &#8211;\u00a0 Zalo \/ Phone : 0902 931 924<\/p>\n<p>\u00a0 &#8211;\u00a0 Email\u00a0 \u00a0: admin@techconnect-mi.com<\/p>\n<p>Theo d\u00f5i th\u00eam c\u00e1c gi\u1ea3i ph\u00e1p t\u1ea1i :<\/p>\n<p>https:\/\/www.linkedin.com\/in\/techconnect-mi-4106b5203\/recent-activity\/all\/<\/p>","protected":false},"excerpt":{"rendered":"<p>Automation Pyramid l\u00e0 g\u00ec? Kim t\u1ef1 th\u00e1p t\u1ef1 \u0111\u1ed9ng h\u00f3a (Automation Pyramid) kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t kh\u00e1i ni\u1ec7m t\u1ef1 ph\u00e1t m\u00e0 l\u00e0 m\u1ed9t m\u00f4 h\u00ecnh \u0111\u01b0\u1ee3c ti\u00eau chu\u1ea9n h\u00f3a to\u00e0n c\u1ea7u, ra \u0111\u1eddi t\u1eeb nhu c\u1ea7u qu\u1ea3n l\u00fd s\u1ef1 ph\u1ee9c t\u1ea1p ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng s\u1ea3n xu\u1ea5t. M\u00f4 h\u00ecnh kim t\u1ef1 th\u00e1p &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/techconnect-mi.com\/vi\/mo-hinh-kim-tu-thap-automation-pyramid\/\"> <span class=\"screen-reader-text\">Automation Pyramid &#8211; M\u00f4 h\u00ecnh kim t\u1ef1 th\u00e1p T\u1ef1 \u0110\u1ed9ng H\u00f3a Cho Nh\u00e0 M\u00e1y Th\u00f4ng Minh<\/span> Read More &raquo;<\/a><\/p>","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1],"tags":[20,21],"class_list":["post-3403","post","type-post","status-publish","format-standard","hentry","category-kien-thuc","tag-chuyen-doi-so-nha-may","tag-toi-uu-san-xuat"],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/techconnect-mi.com\/vi\/wp-json\/wp\/v2\/posts\/3403","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/techconnect-mi.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/techconnect-mi.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/techconnect-mi.com\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/techconnect-mi.com\/vi\/wp-json\/wp\/v2\/comments?post=3403"}],"version-history":[{"count":32,"href":"https:\/\/techconnect-mi.com\/vi\/wp-json\/wp\/v2\/posts\/3403\/revisions"}],"predecessor-version":[{"id":3459,"href":"https:\/\/techconnect-mi.com\/vi\/wp-json\/wp\/v2\/posts\/3403\/revisions\/3459"}],"wp:attachment":[{"href":"https:\/\/techconnect-mi.com\/vi\/wp-json\/wp\/v2\/media?parent=3403"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/techconnect-mi.com\/vi\/wp-json\/wp\/v2\/categories?post=3403"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/techconnect-mi.com\/vi\/wp-json\/wp\/v2\/tags?post=3403"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}