{"id":5033,"date":"2025-05-11T17:52:52","date_gmt":"2025-05-12T01:52:52","guid":{"rendered":"https:\/\/szlmi.com\/?p=5033"},"modified":"2025-06-11T17:57:51","modified_gmt":"2025-06-12T01:57:51","slug":"seezol-technological-innovation-of-wheel-loader-weighing-system","status":"publish","type":"post","link":"https:\/\/szlmi.com\/pt\/seezol-technological-innovation-of-wheel-loader-weighing-system\/","title":{"rendered":"SeeZol: Inova\u00e7\u00e3o tecnol\u00f3gica do sistema de pesagem de p\u00e1s carregadoras de rodas"},"content":{"rendered":"<p>O SeeZol <a href=\"https:\/\/szlmi.com\/product\/loader-electronic-scale\/\" title=\"\">sistema de pesagem de p\u00e1 carregadora de rodas<\/a>\uff08<a href=\"https:\/\/szlmi.com\/product\/loader-electronic-scale\/\" title=\"\">balan\u00e7a de p\u00e1 carregadora de rodas<\/a>\uff09 conseguiu uma atualiza\u00e7\u00e3o revolucion\u00e1ria no campo da medi\u00e7\u00e3o atrav\u00e9s da integra\u00e7\u00e3o da tecnologia 5G+IA. O n\u00facleo do sistema adota uma arquitetura de processamento de dados heterog\u00e9neos de m\u00faltiplas fontes. Com base nos sensores duplos originais (press\u00e3o\/posi\u00e7\u00e3o do \u00f3leo), integra um m\u00f3dulo de comunica\u00e7\u00e3o 5G (suporta modo duplo NSA\/SA, taxa de uplink \u2265200Mbps), que pode transmitir dados operacionais para a plataforma de gest\u00e3o na cloud em tempo real. A camada de algoritmo de IA implementa redes neuronais convolucionais (CNN) e redes de mem\u00f3ria de longo prazo (LSTM). O modelo de compensa\u00e7\u00e3o din\u00e2mica estabelecido atrav\u00e9s de 20.000 conjuntos de treino de dados de condi\u00e7\u00f5es de trabalho melhora a precis\u00e3o da pesagem para \u00b10,7%, o que \u00e9 40% inferior ao erro do sistema tradicional.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img fetchpriority=\"high\" decoding=\"async\" width=\"931\" height=\"1024\" src=\"https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/\u88c5\u8f7d\u673a\u5de5\u4f5c\u539f\u7406\u56fe-\u82f1-931x1024.jpg\" alt=\"\" class=\"wp-image-5034\" style=\"width:400px\" srcset=\"https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/\u88c5\u8f7d\u673a\u5de5\u4f5c\u539f\u7406\u56fe-\u82f1-931x1024.jpg 931w, https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/\u88c5\u8f7d\u673a\u5de5\u4f5c\u539f\u7406\u56fe-\u82f1-273x300.jpg 273w, https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/\u88c5\u8f7d\u673a\u5de5\u4f5c\u539f\u7406\u56fe-\u82f1-768x845.jpg 768w, https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/\u88c5\u8f7d\u673a\u5de5\u4f5c\u539f\u7406\u56fe-\u82f1-1396x1536.jpg 1396w, https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/\u88c5\u8f7d\u673a\u5de5\u4f5c\u539f\u7406\u56fe-\u82f1-1862x2048.jpg 1862w, https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/\u88c5\u8f7d\u673a\u5de5\u4f5c\u539f\u7406\u56fe-\u82f1-11x12.jpg 11w, https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/\u88c5\u8f7d\u673a\u5de5\u4f5c\u539f\u7406\u56fe-\u82f1-600x660.jpg 600w, https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/\u88c5\u8f7d\u673a\u5de5\u4f5c\u539f\u7406\u56fe-\u82f1-64x70.jpg 64w\" sizes=\"(max-width: 931px) 100vw, 931px\" \/><\/figure>\n\n\n\n<p>O sistema desenvolve de forma inovadora um algoritmo de compensa\u00e7\u00e3o de perce\u00e7\u00e3o tridimensional: utilizando n\u00f3s de computa\u00e7\u00e3o de ponta 5G para analisar a trajet\u00f3ria do movimento do balde em tempo real (frequ\u00eancia de amostragem de 500 Hz), combinado com o modelo de previs\u00e3o de IA da rela\u00e7\u00e3o temperatura-viscosidade do \u00f3leo hidr\u00e1ulico, compensa automaticamente o desvio de medi\u00e7\u00e3o causado pela deforma\u00e7\u00e3o t\u00e9rmica. O m\u00f3dulo 5G suporta atualiza\u00e7\u00f5es OTA remotas, e o modelo de reconhecimento de peso recentemente treinado pode ser enviado atrav\u00e9s da cloud (atraso de atualiza\u00e7\u00e3o do modelo &lt;200 ms). O coprocessador de IA de n\u00edvel industrial (4TOPS computing power) realiza a auto-otimiza\u00e7\u00e3o do processo de carregamento. De acordo com os dados medidos, a velocidade de eleva\u00e7\u00e3o pode ser ajustada dinamicamente para reduzir o consumo de energia em 12%, garantindo uma precis\u00e3o de medi\u00e7\u00e3o est\u00e1vel de \u00b11,5%.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" width=\"686\" height=\"400\" src=\"https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/f5f24853e25d3ba9f8a1863854158208.jpeg\" alt=\"\" class=\"wp-image-5035\" style=\"width:400px\" srcset=\"https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/f5f24853e25d3ba9f8a1863854158208.jpeg 686w, https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/f5f24853e25d3ba9f8a1863854158208-300x175.jpeg 300w, https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/f5f24853e25d3ba9f8a1863854158208-18x10.jpeg 18w, https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/f5f24853e25d3ba9f8a1863854158208-600x350.jpeg 600w, https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/f5f24853e25d3ba9f8a1863854158208-64x37.jpeg 64w\" sizes=\"(max-width: 686px) 100vw, 686px\" \/><\/figure>\n\n\n\n<p>O avan\u00e7o inteligente deste sistema reflete-se na constru\u00e7\u00e3o de capacidades aut\u00f3nomas de tomada de decis\u00e3o. O mecanismo de IA mant\u00e9m previsivelmente os componentes hidr\u00e1ulicos e calibra automaticamente o ponto zero do sensor analisando os dados hist\u00f3ricos de funcionamento (capacidade de armazenamento expandida para 5.000 grupos). Atualmente, o acoplamento profundo com o sistema de estaleiro inteligente foi alcan\u00e7ado, e os dados de pesagem podem ser transmitidos de forma sincronizada para o centro de despacho atrav\u00e9s da rede privada 5G, suportando a modela\u00e7\u00e3o de g\u00e9meos digitais de efici\u00eancia de carga. O sistema t\u00e9cnico passou pela certifica\u00e7\u00e3o alem\u00e3 PTB e est\u00e1 a expandir a aplica\u00e7\u00e3o de cen\u00e1rios de carga de condu\u00e7\u00e3o aut\u00f3noma.<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img decoding=\"async\" width=\"687\" height=\"400\" src=\"https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/29a51f59db042591f1c7c55ee66385231.jpg\" alt=\"\" class=\"wp-image-5036\" style=\"width:400px\" srcset=\"https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/29a51f59db042591f1c7c55ee66385231.jpg 687w, https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/29a51f59db042591f1c7c55ee66385231-300x175.jpg 300w, https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/29a51f59db042591f1c7c55ee66385231-18x10.jpg 18w, https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/29a51f59db042591f1c7c55ee66385231-600x349.jpg 600w, https:\/\/szlmi.com\/wp-content\/uploads\/2025\/05\/29a51f59db042591f1c7c55ee66385231-64x37.jpg 64w\" sizes=\"(max-width: 687px) 100vw, 687px\" \/><\/figure>","protected":false},"excerpt":{"rendered":"<p>O sistema de pesagem inteligente da p\u00e1 carregadora de rodas SeeZol<\/p>","protected":false},"author":1,"featured_media":5037,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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