{"id":370,"date":"2025-05-06T14:20:38","date_gmt":"2025-05-06T06:20:38","guid":{"rendered":"https:\/\/dummy.xtemos.com\/woodmart2\/furniture2\/?p=370"},"modified":"2025-12-16T21:53:59","modified_gmt":"2025-12-16T13:53:59","slug":"industrial-sensors-for-physical-artificial-intelligence-systems-in-the-world-of-smart-manufacturing","status":"publish","type":"post","link":"https:\/\/www.lxbchip.com\/vi\/industrial-sensors-for-physical-artificial-intelligence-systems-in-the-world-of-smart-manufacturing\/","title":{"rendered":"C\u1ea3m bi\u1ebfn c\u00f4ng nghi\u1ec7p cho h\u1ec7 th\u1ed1ng tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u1eadt l\u00fd trong th\u1ebf gi\u1edbi s\u1ea3n xu\u1ea5t th\u00f4ng minh \u2013 Ph\u1ea7n 2"},"content":{"rendered":"<p>Tr\u01b0\u1edbc \u0111\u00e2y, ch\u00fang ta \u0111\u00e3 t\u00ecm hi\u1ec3u c\u00e1ch c\u00e1c c\u1ea3m bi\u1ebfn c\u00f4ng nghi\u1ec7p ho\u1ea1t \u0111\u1ed9ng nh\u01b0 h\u1ec7 th\u1ea7n kinh c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng AI v\u1eadt l\u00fd trong s\u1ea3n xu\u1ea5t th\u00f4ng minh. Ch\u00fang cung c\u1ea5p d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft cho c\u00e1c m\u00f4 h\u00ecnh h\u1ecdc m\u00e1y \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh t\u1ef1 \u0111\u1ed9ng. C\u00e1c v\u00f2ng ph\u1ea3n h\u1ed3i th\u1eddi gian th\u1ef1c \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi c\u1ea3m bi\u1ebfn cho ph\u00e9p m\u00e1y m\u00f3c th\u00edch \u1ee9ng v\u1edbi \u0111i\u1ec1u ki\u1ec7n thay \u0111\u1ed5i v\u00e0 t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u su\u1ea5t. Trong b\u00e0i vi\u1ebft blog th\u1ee9 hai n\u00e0y, ch\u00fang ta s\u1ebd \u0111i s\u00e2u v\u00e0o c\u00e1ch c\u00e1c c\u1ea3m bi\u1ebfn c\u00f4ng nghi\u1ec7p ph\u00e1t tri\u1ec3n v\u00e0 th\u00fac \u0111\u1ea9y AI v\u1eadt l\u00fd trong s\u1ea3n xu\u1ea5t th\u00f4ng minh.<\/p>\n<p>C\u00e1c xu h\u01b0\u1edbng c\u1ee7a C\u00e1ch m\u1ea1ng C\u00f4ng nghi\u1ec7p 4.0 v\u00e0 IoT \u0111\u00e3 d\u1eabn \u0111\u1ebfn s\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a c\u00e1c c\u1ea3m bi\u1ebfn th\u00f4ng minh nh\u1eb1m n\u00e2ng cao n\u0103ng su\u1ea5t, an to\u00e0n v\u00e0 b\u1ea3o tr\u00ec d\u1ef1 \u0111o\u00e1n, \u0111\u1ed3ng th\u1eddi cung c\u1ea5p d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u01b0a ra c\u00e1c quy\u1ebft \u0111\u1ecbnh th\u00f4ng minh v\u1ec1 ch\u1ea5t l\u01b0\u1ee3ng, n\u00e2ng c\u1ea5p nh\u00e0 m\u00e1y v\u00e0 d\u1ef1 b\u00e1o s\u1ea3n xu\u1ea5t. Thay v\u00ec c\u00e1c c\u1ea3m bi\u1ebfn ch\u1ec9 \u0111o l\u01b0\u1eddng v\u00e0 g\u1eedi d\u1eef li\u1ec7u \u0111\u1ebfn b\u1ed9 \u0111i\u1ec1u khi\u1ec3n \u0111\u1ec3 ra quy\u1ebft \u0111\u1ecbnh, c\u00e1c c\u1ea3m bi\u1ebfn m\u1edbi c\u00f3 th\u1ec3 t\u1ef1 \u0111\u1ed9ng c\u1ea3i thi\u1ec7n \u0111\u1ed9 tr\u1ec5 v\u00e0 n\u0103ng su\u1ea5t nh\u00e0 m\u00e1y. Ngo\u00e0i ra, C\u00f4ng nghi\u1ec7p 5.0 ho\u1eb7c s\u1ea3n xu\u1ea5t th\u00f4ng minh \u0111ang chuy\u1ec3n h\u01b0\u1edbng m\u1ea1nh m\u1ebd sang ti\u1ebfp c\u1eadn l\u1ea5y con ng\u01b0\u1eddi l\u00e0m trung t\u00e2m, th\u00fac \u0111\u1ea9y vi\u1ec7c m\u1edf r\u1ed9ng c\u1ea3m bi\u1ebfn an to\u00e0n \u0111\u1ec3 cho ph\u00e9p con ng\u01b0\u1eddi v\u00e0 robot l\u00e0m vi\u1ec7c c\u00f9ng nhau, c\u0169ng nh\u01b0 c\u1ea3m bi\u1ebfn m\u00f4i tr\u01b0\u1eddng gi\u00fap gi\u1ea3m t\u00e1c \u0111\u1ed9ng ti\u00eau c\u1ef1c c\u1ee7a nh\u00e0 m\u00e1y \u0111\u1ed1i v\u1edbi x\u00e3 h\u1ed9i.<\/p>\n<h4>C\u00f4ng ngh\u1ec7 c\u1ea3m bi\u1ebfn<\/h4>\n<p>\u0110\u1ec3 thi\u1ebft k\u1ebf m\u1ed9t c\u1ea3m bi\u1ebfn, c\u00e1c nh\u00e0 thi\u1ebft k\u1ebf h\u1ec7 th\u1ed1ng s\u1ebd s\u1eed d\u1ee5ng c\u00e1c IC c\u00f3 s\u1eb5n tr\u00ean th\u1ecb tr\u01b0\u1eddng cho t\u1eebng th\u00e0nh ph\u1ea7n nh\u01b0 b\u1ed9 khu\u1ebfch \u0111\u1ea1i ho\u1ea1t \u0111\u1ed9ng (Op-Amp), ngu\u1ed3n tham chi\u1ebfu \u0111i\u1ec7n \u00e1p, b\u1ed9 chuy\u1ec3n \u0111\u1ed5i analog-to-digital (ADC), qu\u1ea3n l\u00fd ngu\u1ed3n, b\u1ed9 x\u1eed l\u00fd trung t\u00e2m (CPU), giao di\u1ec7n v\u00e0 c\u00e1c ch\u1ee9c n\u0103ng h\u1ec7 th\u1ed1ng l\u00e0m vi\u1ec7c v\u1edbi ph\u1ea7n t\u1eed c\u1ea3m bi\u1ebfn \u0111\u1ec3 s\u1ed1 h\u00f3a t\u00edn hi\u1ec7u analog, x\u1eed l\u00fd v\u00e0 k\u1ebft n\u1ed1i v\u1edbi c\u00e1c m\u00f4-\u0111un I\/O \u0111\u1ec3 g\u1eedi d\u1eef li\u1ec7u \u0111\u1ebfn b\u1ed9 \u0111i\u1ec1u khi\u1ec3n logic l\u1eadp tr\u00ecnh (PLC). C\u00e1c c\u1ea3m bi\u1ebfn trong t\u1ef1 \u0111\u1ed9ng h\u00f3a qu\u00e1 tr\u00ecnh c\u00f3 th\u1ec3 c\u1ea7n c\u00e1ch ly galvanic t\u00f9y ch\u1ecdn trong m\u1ed9t s\u1ed1 \u1ee9ng d\u1ee5ng gi\u1eefa ADC v\u00e0 CPU, c\u0169ng nh\u01b0 gi\u1eefa CPU v\u00e0 giao di\u1ec7n.<\/p>\n<p>C\u00e1c nh\u00e0 cung c\u1ea5p IC \u0111\u00e3 t\u00edch h\u1ee3p c\u00e1c kh\u1ed1i t\u00edn hi\u1ec7u analog v\u00e0 t\u00edn hi\u1ec7u h\u1ed7n h\u1ee3p chuy\u00ean d\u1ee5ng v\u00e0o m\u1ed9t chip duy nh\u1ea5t, bao g\u1ed3m m\u1ea1ch khu\u1ebfch \u0111\u1ea1i op-amp, ngu\u1ed3n tham chi\u1ebfu \u0111i\u1ec7n \u00e1p, b\u1ed9 chuy\u1ec3n \u0111\u1ed5i analog-digital (ADC) v\u00e0 qu\u1ea3n l\u00fd ngu\u1ed3n, g\u1ecdi l\u00e0 giao di\u1ec7n analog ph\u00eda tr\u01b0\u1edbc (AFE) cho c\u1ea3m bi\u1ebfn (xem H\u00ecnh 1) \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c \u0111\u1ed9 tr\u1ec5 th\u1ea5p, \u0111\u1ed9 ch\u00ednh x\u00e1c cao h\u01a1n, k\u00edch th\u01b0\u1edbc nh\u1ecf g\u1ecdn v\u00e0 d\u1ec5 s\u1eed d\u1ee5ng.<\/p>\n<p style=\"text-align: center;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-8678 size-large\" src=\"https:\/\/www.lxbchip.com\/wp-content\/themes\/woodmart\/images\/lazy.svg\" data-src=\"https:\/\/www.lxbchip.com\/wp-content\/uploads\/2023\/06\/fig1-sensor-afe-1024x510.jpg\" alt=\"\" width=\"1024\" height=\"510\" srcset=\"\" data-srcset=\"https:\/\/www.lxbchip.com\/wp-content\/uploads\/2023\/06\/fig1-sensor-afe-1024x510.jpg 1024w, https:\/\/www.lxbchip.com\/wp-content\/uploads\/2023\/06\/fig1-sensor-afe-150x75.jpg 150w, https:\/\/www.lxbchip.com\/wp-content\/uploads\/2023\/06\/fig1-sensor-afe-1200x598.jpg 1200w, https:\/\/www.lxbchip.com\/wp-content\/uploads\/2023\/06\/fig1-sensor-afe-300x149.jpg 300w, https:\/\/www.lxbchip.com\/wp-content\/uploads\/2023\/06\/fig1-sensor-afe-768x382.jpg 768w, https:\/\/www.lxbchip.com\/wp-content\/uploads\/2023\/06\/fig1-sensor-afe-1536x765.jpg 1536w, https:\/\/www.lxbchip.com\/wp-content\/uploads\/2023\/06\/fig1-sensor-afe-18x9.jpg 18w, https:\/\/www.lxbchip.com\/wp-content\/uploads\/2023\/06\/fig1-sensor-afe.jpg 1781w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<p style=\"text-align: center;\">H\u00ecnh 1: S\u1ef1 ph\u00e1t tri\u1ec3n t\u1eeb Giao di\u1ec7n c\u1ea3m bi\u1ebfn \u0111\u1ebfn B\u1ed9 \u0111i\u1ec1u khi\u1ec3n c\u1ea3m bi\u1ebfn<\/p>\n<p>C\u00e1c c\u00f4ng ngh\u1ec7 c\u1ea3m bi\u1ebfn m\u1edbi, n\u0103ng su\u1ea5t s\u1ea3n xu\u1ea5t v\u00e0 kh\u1ea3 n\u0103ng \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh \u0111\u1ed9c l\u1eadp b\u1eb1ng c\u1ea3m bi\u1ebfn \u0111\u01a1n l\u1ebb ho\u1eb7c h\u1ee3p t\u00e1c gi\u1eefa nhi\u1ec1u c\u1ea3m bi\u1ebfn m\u00e0 kh\u00f4ng c\u1ea7n b\u1ed9 \u0111i\u1ec1u khi\u1ec3n \u0111\u00e3 \u0111\u1ea9y nhu c\u1ea7u v\u1ec1 c\u00e1c b\u1ed9 chuy\u1ec3n \u0111\u1ed5i t\u00edn hi\u1ec7u analog-digital (AFE\/ADC) v\u00e0 b\u1ed9 vi \u0111i\u1ec1u khi\u1ec3n c\u00f3 \u0111\u1ed9 ch\u00ednh x\u00e1c cao trong c\u1ea3m bi\u1ebfn. Mong mu\u1ed1n truy\u1ec1n t\u1ea3i c\u1ea3 ngu\u1ed3n \u0111i\u1ec7n v\u00e0 d\u1eef li\u1ec7u tr\u00ean c\u00f9ng m\u1ed9t d\u00e2y ho\u1eb7c kh\u00f4ng d\u00e2y \u0111\u00e3 bu\u1ed9c c\u00e1c nh\u00e0 s\u1ea3n xu\u1ea5t thi\u1ebft b\u1ecb g\u1ed1c (OEM) ph\u1ea3i \u00e1p d\u1ee5ng c\u00e1c ti\u00eau chu\u1ea9n giao di\u1ec7n m\u1edbi. Cu\u1ed1i c\u00f9ng, tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI) v\u00e0 h\u1ecdc m\u00e1y (ML) mang l\u1ea1i nh\u1eefng c\u01a1 h\u1ed9i \u0111\u00e1ng k\u1ec3 m\u00e0 kh\u00e1ch h\u00e0ng quan t\u00e2m, nh\u01b0ng h\u1ecd ch\u01b0a bi\u1ebft c\u00e1ch khai th\u00e1c.<\/p>\n<p>C\u00e1c quy tr\u00ecnh BCD (Bipolar CMOS DMOS) ti\u00ean ti\u1ebfn m\u1edbi d\u01b0\u1edbi 90 nm, k\u1ebft h\u1ee3p logic s\u1ed1 m\u1eadt \u0111\u1ed9 cao v\u00e0 t\u1ed1c \u0111\u1ed9 cao c\u00f9ng v\u1edbi analog c\u00f4ng su\u1ea5t cao, \u0111\u1ed9 ch\u00ednh x\u00e1c cao tr\u00ean c\u00f9ng m\u1ed9t IC, \u0111ang m\u1edf ra c\u01a1 h\u1ed9i cho c\u00e1c b\u1ed9 \u0111i\u1ec1u khi\u1ec3n c\u1ea3m bi\u1ebfn t\u00edch h\u1ee3p ho\u00e0n to\u00e0n v\u01b0\u1ee3t ra ngo\u00e0i ph\u1ea1m vi c\u1ee7a m\u1ed9t b\u1ed9 ti\u1ec1n khu\u1ebfch \u0111\u1ea1i c\u1ea3m bi\u1ebfn (AFE) v\u00e0 th\u1eadm ch\u00ed t\u00edch h\u1ee3p b\u1ed9 x\u1eed l\u00fd v\u00e0o m\u1ed9t chip duy nh\u1ea5t. N\u1ec1n t\u1ea3ng Treo l\u00e0 m\u1ed9t v\u00ed d\u1ee5 \u0111i\u1ec3n h\u00ecnh c\u1ee7a quy tr\u00ecnh n\u00e0y. Vi\u1ec7c chuy\u1ec3n sang c\u00e1c k\u00edch th\u01b0\u1edbc quy tr\u00ecnh b\u00e1n d\u1eabn nh\u1ecf h\u01a1n d\u1eabn \u0111\u1ebfn \u0111i\u1ec7n \u00e1p c\u1ed5ng th\u1ea5p h\u01a1n. Kh\u00e1c v\u1edbi c\u00e1c nh\u00e0 cung c\u1ea5p kh\u00e1c s\u1eed d\u1ee5ng \u0111i\u1ec7n \u00e1p c\u1ed5ng 1.8 V cho c\u00e1c kh\u1ed1i analog trong c\u00e1c quy tr\u00ecnh d\u01b0\u1edbi 180 nm, \u0111i\u1ec1u n\u00e0y \u0111\u00f2i h\u1ecfi ph\u1ea3i s\u1eed d\u1ee5ng m\u1ea1ch c\u00e1ch ly nhi\u1ec5u l\u1edbn tr\u00ean chip, l\u00e0m t\u0103ng k\u00edch th\u01b0\u1edbc die IC, onsemi \u0111\u00e3 thi\u1ebft k\u1ebf \u0111i\u1ec7n \u00e1p c\u1ed5ng 3.3 V cho m\u1ea1ch analog v\u00e0 1.2 V cho c\u1ed5ng logic k\u1ef9 thu\u1eadt s\u1ed1, \u0111\u1ea1t \u0111\u01b0\u1ee3c m\u1eadt \u0111\u1ed9, hi\u1ec7u su\u1ea5t v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c t\u1ed1i \u01b0u cho IC t\u00edn hi\u1ec7u h\u1ed7n h\u1ee3p, m\u00e0 kh\u00f4ng g\u1eb7p v\u1ea5n \u0111\u1ec1 v\u1ec1 nhi\u1ec5u v\u00e0 \u0111\u1ed9 tin c\u1eady l\u00e2u d\u00e0i.<\/p>\n<h4>Xu h\u01b0\u1edbng t\u01b0\u01a1ng lai c\u1ee7a c\u1ea3m bi\u1ebfn c\u00f4ng nghi\u1ec7p<\/h4>\n<p>Gi\u1ed1ng nh\u01b0 C\u00e1ch m\u1ea1ng C\u00f4ng nghi\u1ec7p 4.0 \u0111\u00e3 t\u00edch h\u1ee3p s\u1ed1 h\u00f3a, ph\u00e2n t\u00edch \u0111\u00e1m m\u00e2y v\u00e0 tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0o c\u1ea3m bi\u1ebfn, C\u00e1ch m\u1ea1ng C\u00f4ng nghi\u1ec7p 5.0 t\u1eadp trung v\u00e0o s\u1ef1 t\u01b0\u01a1ng t\u00e1c gi\u1eefa con ng\u01b0\u1eddi v\u00e0 m\u00e1y m\u00f3c tr\u00ean d\u00e2y chuy\u1ec1n s\u1ea3n xu\u1ea5t, \u0111i\u1ec1u n\u00e0y \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n nh\u1edd c\u00e1c c\u1ea3m bi\u1ebfn \u0111\u01b0\u1ee3c trang b\u1ecb tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o. Kh\u00e1c v\u1edbi c\u00e1c c\u1ea3m bi\u1ebfn th\u1ecb gi\u00e1c m\u00e1y c\u1ea7n b\u1ed9 x\u1eed l\u00fd AI bi\u00ean cao c\u1ea5p 25 TOPS (Tera Operations Per Second), t\u1ea5t c\u1ea3 c\u00e1c lo\u1ea1i c\u1ea3m bi\u1ebfn kh\u00e1c \u0111\u1ec1u c\u1ea7n t\u00edch h\u1ee3p AI v\u00e0 b\u1ed9 gia t\u1ed1c x\u1eed l\u00fd t\u00edn hi\u1ec7u s\u1ed1 (DSP) b\u00ean trong chip \u0111i\u1ec1u khi\u1ec3n c\u1ea3m bi\u1ebfn.<\/p>\n<p>D\u01b0\u1edbi \u0111\u00e2y l\u00e0 m\u1ed9t s\u1ed1 v\u00ed d\u1ee5 v\u1ec1 b\u1ed9 \u0111i\u1ec1u khi\u1ec3n c\u1ea3m bi\u1ebfn:<\/p>\n<ul>\n<li><strong>NCS32100 C\u1ea3m bi\u1ebfn v\u1ecb tr\u00ed c\u1ea3m \u1ee9ng<\/strong>: NCS32100 cung c\u1ea5p m\u1ed9t b\u1ed9 \u0111i\u1ec1u khi\u1ec3n v\u00e0 giao di\u1ec7n c\u1ea3m bi\u1ebfn \u0111\u1ea7y \u0111\u1ee7 t\u00ednh n\u0103ng cho vi\u1ec7c \u0111o g\u00f3c v\u1edbi \u0111\u1ed9 ph\u00e2n gi\u1ea3i cao v\u00e0 \u0111\u1ed9 ch\u00ednh x\u00e1c cao khi k\u1ebft h\u1ee3p v\u1edbi c\u1ea3m bi\u1ebfn m\u1ea1ch in. NCS32100 c\u00f3 kh\u1ea3 n\u0103ng c\u1ea5u h\u00ecnh linh ho\u1ea1t, cho ph\u00e9p k\u1ebft n\u1ed1i v\u1edbi nhi\u1ec1u m\u1eabu c\u1ea3m bi\u1ebfn c\u1ea3m \u1ee9ng t\u1eeb v\u00e0 cung c\u1ea5p nhi\u1ec1u \u0111\u1ecbnh d\u1ea1ng \u0111\u1ea7u ra k\u1ef9 thu\u1eadt s\u1ed1. C\u00f4ng ngh\u1ec7 c\u1ea3m bi\u1ebfn c\u1ea3m \u1ee9ng t\u1eeb mang l\u1ea1i nh\u1eefng \u01b0u \u0111i\u1ec3m \u0111\u1ed9c \u0111\u00e1o so v\u1edbi c\u00e1c gi\u1ea3i ph\u00e1p c\u1ea3m bi\u1ebfn v\u1ecb tr\u00ed truy\u1ec1n th\u1ed1ng, bao g\u1ed3m nh\u01b0ng kh\u00f4ng gi\u1edbi h\u1ea1n \u1edf kh\u1ea3 n\u0103ng ch\u1ecbu nhi\u1ec7t, \u0111\u01a1n gi\u1ea3n h\u00f3a c\u01a1 kh\u00ed v\u00e0 kh\u1ea3 n\u0103ng ch\u1ed1ng l\u1ea1i c\u00e1c ch\u1ea5t g\u00e2y \u00f4 nhi\u1ec5m. B\u1ed9 \u0111i\u1ec1u khi\u1ec3n c\u1ea3m bi\u1ebfn v\u1ecb tr\u00ed c\u1ea3m \u1ee9ng n\u00e0y cung c\u1ea5p gi\u1ea3i ph\u00e1p c\u1ea3m bi\u1ebfn g\u00f3c \u0111\u1ed9 ph\u00e2n gi\u1ea3i cao, \u0111\u1ed9 ch\u00ednh x\u00e1c cao cho b\u1ed9 m\u00e3 h\u00f3a \u0111\u1ed9ng c\u01a1 quay b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng c\u00e1c thu\u1eadt to\u00e1n h\u1ecdc th\u00edch \u1ee9ng tr\u00ean b\u1ed9 x\u1eed l\u00fd t\u00edn hi\u1ec7u s\u1ed1 (DSP) t\u00edch h\u1ee3p, th\u00e1ch th\u1ee9c c\u00e1c b\u1ed9 m\u00e3 h\u00f3a quang h\u1ecdc hi\u1ec7n \u0111ang \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng. N\u00f3 c\u00f3 c\u00e1c t\u00ednh n\u0103ng \u0111o l\u01b0\u1eddng ch\u1ec9 s\u1ed1, nhi\u1ec7t \u0111\u1ed9 v\u00e0 pin c\u00f3 th\u1ec3 l\u1eadp tr\u00ecnh v\u00e0 h\u1ed7 tr\u1ee3 k\u1ebft n\u1ed1i v\u1edbi b\u1ed9 \u0111i\u1ec1u khi\u1ec3n RS-485 b\u00ean ngo\u00e0i. NCS32100 l\u00fd t\u01b0\u1edfng cho c\u00e1c \u1ee9ng d\u1ee5ng t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng nghi\u1ec7p, robot, \u0111i\u1ec1u khi\u1ec3n \u0111\u1ed9ng c\u01a1 v\u00e0 h\u1ec7 th\u1ed1ng servo.<\/li>\n<li><strong>NCV75215 Si\u00eau \u00e2m<\/strong>B\u1ed9 \u0111i\u1ec1u khi\u1ec3n c\u1ea3m bi\u1ebfn si\u00eau \u00e2m c\u1ee7a ch\u00fang t\u00f4i c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng \u0111\u1ec3 ph\u00e1t hi\u1ec7n kho\u1ea3ng c\u00e1ch, s\u1ef1 hi\u1ec7n di\u1ec7n, l\u01b0u l\u01b0\u1ee3ng, n\u1ed3ng \u0111\u1ed9, r\u00f2 r\u1ec9, \u00e1p su\u1ea5t, nhi\u1ec7t \u0111\u1ed9 v\u00e0 m\u1ee9c \u0111\u1ed9. Ch\u00fang cung c\u1ea5p kh\u1ea3 n\u0103ng ph\u00e1t hi\u1ec7n kh\u00f4ng ti\u1ebfp x\u00fac, \u0111\u1ed9 ph\u00e2n gi\u1ea3i cao v\u00e0 kh\u1ea3 n\u0103ng \u0111o l\u01b0\u1eddng trong m\u00f4i tr\u01b0\u1eddng kh\u1eafc nghi\u1ec7t. \u0110i\u1ec1u n\u00e0y \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n nh\u1edd \u0111\u1ed9ng c\u01a1 gia t\u1ed1c t\u00edch h\u1ee3p. B\u1ed9 \u0111i\u1ec1u khi\u1ec3n c\u0169ng n\u1ed5i b\u1eadt trong vi\u1ec7c l\u00e0m s\u1ea1ch c\u1ea3m bi\u1ebfn (l\u00e0m s\u1ea1ch \u1ed1ng k\u00ednh si\u00eau \u00e2m) v\u00e0 c\u1ea3m bi\u1ebfn AI \u00e2m thanh. Ch\u00fang l\u00fd t\u01b0\u1edfng cho c\u00e1c \u1ee9ng d\u1ee5ng trong t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00f4ng nghi\u1ec7p, \u0111i\u1ec1u h\u01b0\u1edbng m\u00f4i tr\u01b0\u1eddng, ki\u1ec3m so\u00e1t qu\u00e1 tr\u00ecnh, y t\u1ebf v\u00e0 ki\u1ec3m tra kh\u00f4ng ph\u00e1 h\u1ee7y.<\/li>\n<\/ul>\n<p>C\u1ea3m bi\u1ebfn c\u00f4ng nghi\u1ec7p \u0111ang d\u1eabn \u0111\u1ea7u cu\u1ed9c c\u00e1ch m\u1ea1ng t\u1ef1 \u0111\u1ed9ng h\u00f3a s\u1ea3n xu\u1ea5t, g\u00f3p ph\u1ea7n n\u00e2ng cao n\u0103ng su\u1ea5t v\u00e0 hi\u1ec7u qu\u1ea3 \u0111\u1ed3ng th\u1eddi h\u1ed7 tr\u1ee3 t\u00ednh b\u1ec1n v\u1eefng, an to\u00e0n v\u00e0 ch\u1ea5t l\u01b0\u1ee3ng trong nhi\u1ec1u ng\u00e0nh c\u00f4ng nghi\u1ec7p. C\u00e1c quy tr\u00ecnh b\u00e1n d\u1eabn t\u00edn hi\u1ec7u h\u1ed7n h\u1ee3p m\u1edbi nh\u01b0 n\u1ec1n t\u1ea3ng onsemi Treo \u0111ang cho ph\u00e9p t\u00edch h\u1ee3p x\u1eed l\u00fd k\u1ef9 thu\u1eadt s\u1ed1 t\u1ed1c \u0111\u1ed9 cao v\u1edbi ch\u1ee9c n\u0103ng analog hi\u1ec7u su\u1ea5t cao v\u00e0o m\u1ed9t chip duy nh\u1ea5t. C\u00e1c s\u1ea3n ph\u1ea9m c\u1ea3m bi\u1ebfn s\u00e1ng t\u1ea1o c\u1ee7a ch\u00fang t\u00f4i s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 c\u1ea3m bi\u1ebfn c\u1ea3m \u1ee9ng, si\u00eau \u00e2m, h\u00ecnh \u1ea3nh, \u00e1p su\u1ea5t, sinh h\u00f3a v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 kh\u00e1c, bao g\u1ed3m t\u1eeb m\u1ea1ch ti\u1ec1n khu\u1ebfch \u0111\u1ea1i c\u1ea3m bi\u1ebfn (AFE) \u0111\u1ebfn b\u1ed9 \u0111i\u1ec1u khi\u1ec3n c\u1ea3m bi\u1ebfn v\u00e0 b\u1ed9 \u0111i\u1ec1u khi\u1ec3n c\u1ea3m bi\u1ebfn t\u00edch h\u1ee3p tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o (AI), nh\u1eb1m \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u c\u1ee7a c\u00e1c \u1ee9ng d\u1ee5ng c\u00f4ng nghi\u1ec7p hi\u1ec7n \u0111\u1ea1i, cung c\u1ea5p \u0111o l\u01b0\u1eddng ch\u00ednh x\u00e1c v\u00e0 \u0111\u00e1ng tin c\u1eady, \u0111\u1ed3ng th\u1eddi th\u00edch \u1ee9ng (AI\/ML) v\u1edbi \u0111i\u1ec1u ki\u1ec7n ho\u1ea1t \u0111\u1ed9ng thay \u0111\u1ed5i.<\/p>","protected":false},"excerpt":{"rendered":"<p>Previously\u00a0we looked at how industrial sensors work as the nervous system of physical AI systems in smart manufacturing. They provide<\/p>","protected":false},"author":1,"featured_media":8679,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":false,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[1],"tags":[],"class_list":["post-370","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"aioseo_notices":[],"jetpack_publicize_connections":[],"_links":{"self":[{"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/posts\/370","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/comments?post=370"}],"version-history":[{"count":4,"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/posts\/370\/revisions"}],"predecessor-version":[{"id":8680,"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/posts\/370\/revisions\/8680"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/media\/8679"}],"wp:attachment":[{"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/media?parent=370"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/categories?post=370"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.lxbchip.com\/vi\/wp-json\/wp\/v2\/tags?post=370"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}