{"id":1071,"date":"2026-06-30T19:40:34","date_gmt":"2026-06-30T19:40:34","guid":{"rendered":"https:\/\/2neuron.com\/manutencao-preditiva-sem-sensores\/"},"modified":"2026-06-30T20:16:10","modified_gmt":"2026-06-30T20:16:10","slug":"manutencao-preditiva-sem-sensores","status":"publish","type":"page","link":"https:\/\/2neuron.com\/en\/manutencao-preditiva-sem-sensores\/","title":{"rendered":"Manuten\u00e7\u00e3o preditiva sem sensores para motores e bombas"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"1071\" class=\"elementor elementor-1071 elementor-bc-flex-widget\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-visual1 e-con-full e-flex e-con e-parent\" data-id=\"visual1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-visual2 elementor-widget elementor-widget-html\" data-id=\"visual2\" data-element_type=\"widget\" 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rgba(255,255,255,.25);padding:18px 0 0}.tnvl-route-row{grid-template-columns:1fr}.tnvl-arrow{transform:rotate(90deg)}}\n<\/style><article class=\"tnvl\"><header class=\"tnvl-hero\"><div class=\"tnvl-wrap tnvl-hero-grid\"><div><span class=\"tnvl-kicker\">Manuten&ccedil;&atilde;o preditiva sem sensores<\/span><h1 class=\"tnvl-h1\">Monitore motores, bombas e ventiladores sem instalar sensores nas m&aacute;quinas<\/h1><p class=\"tnvl-lead\">A 2Neuron usa sinais el&eacute;tricos e IA propriet&aacute;ria para detectar falhas mec&acirc;nicas, el&eacute;tricas e operacionais a partir do painel. Sem aceler&ocirc;metros, sem baterias e sem cabeamento novo no ativo.<\/p><div class=\"tnvl-actions\"><a class=\"tnvl-btn\" href=\"https:\/\/2neuron.com\/contato\/\">Solicitar demonstra&ccedil;&atilde;o<\/a><a class=\"tnvl-btn alt\" href=\"https:\/\/2neuron.com\/cases-de-sucesso\/\">Ver cases<\/a><\/div><\/div><figure class=\"tnvl-media\"><img decoding=\"async\" src=\"https:\/\/2neuron.com\/wp-content\/uploads\/2026\/05\/ultronline-installed-electrical-panel.png\" alt=\"Ultronline instalado em painel el&eacute;trico\" title=\"\"><figcaption class=\"tnvl-caption\">O ativo continua intacto. A leitura acontece no painel el&eacute;trico.<\/figcaption><\/figure><\/div><\/header><section class=\"tnvl-flow-band\"><div class=\"tnvl-wrap tnvl-flow\"><div class=\"tnvl-step\"><span class=\"tnvl-step-num\">Etapa 1<\/span><span class=\"tnvl-step-title\">Painel el&eacute;trico<\/span><span class=\"tnvl-step-desc\">Corrente e tens&atilde;o s&atilde;o lidas onde o ativo j&aacute; recebe energia.<\/span><\/div><div class=\"tnvl-step\"><span class=\"tnvl-step-num\">Etapa 2<\/span><span class=\"tnvl-step-title\">Assinatura<\/span><span class=\"tnvl-step-desc\">O sinal revela padr&otilde;es do motor e da carga acionada.<\/span><\/div><div class=\"tnvl-step\"><span class=\"tnvl-step-num\">Etapa 3<\/span><span class=\"tnvl-step-title\">IA 2Neuron<\/span><span class=\"tnvl-step-desc\">Modelos separam falha real de varia&ccedil;&atilde;o normal de processo.<\/span><\/div><div class=\"tnvl-step\"><span class=\"tnvl-step-num\">Etapa 4<\/span><span class=\"tnvl-step-title\">A&ccedil;&atilde;o<\/span><span class=\"tnvl-step-desc\">O time recebe diagn&oacute;stico, severidade e recomenda&ccedil;&atilde;o.<\/span><\/div><\/div><\/section><section class=\"tnvl-proof\"><div class=\"tnvl-wrap tnvl-proof-grid\"><div><h2>Resultado de campo: Sabesp<\/h2><p>Esta&ccedil;&otilde;es de bombeamento monitoradas a partir do painel el&eacute;trico, sem sensores nas bombas. A opera&ccedil;&atilde;o identificou valor operacional recuper&aacute;vel, perdas energ&eacute;ticas e risco de falha antes da quebra.<\/p><\/div><div class=\"tnvl-metric\"><span class=\"tnvl-num\">R$ 4,92<\/span><span class=\"tnvl-label\">retornados por R$ 1 investido<\/span><\/div><div class=\"tnvl-metric\"><span class=\"tnvl-num\">23<\/span><span class=\"tnvl-label\">queimas de equipamento evitadas<\/span><\/div><div class=\"tnvl-metric\"><span class=\"tnvl-num\">R$ 3,18M\/ano<\/span><span class=\"tnvl-label\">em valor anual identificado<\/span><\/div><\/div><\/section><main class=\"tnvl-main\"><div class=\"tnvl-wrap\"><section class=\"tnvl-two\"><div><h2 class=\"tnvl-h2\">Por que tirar o sensor da m&aacute;quina muda a escala<\/h2><p class=\"tnvl-p\">Sensores instalados no ativo aumentam CAPEX, tempo de implanta&ccedil;&atilde;o, risco de dano e manuten&ccedil;&atilde;o de bateria. Ao medir no painel, um ponto el&eacute;trico cobre o conjunto acionado e torna vi&aacute;vel monitorar mais ativos com menos interven&ccedil;&atilde;o.<\/p><div class=\"tnvl-list\"><div class=\"tnvl-card\"><strong>Menos campo<\/strong><span>Menos visitas para instala&ccedil;&atilde;o, troca de bateria e manuten&ccedil;&atilde;o de sensores.<\/span><\/div><div class=\"tnvl-card\"><strong>Mais cobertura<\/strong><span>Um mesmo princ&iacute;pio cobre motores, bombas, ventiladores, redutores e cargas acionadas.<\/span><\/div><div class=\"tnvl-card\"><strong>Menos surpresa<\/strong><span>A degrada&ccedil;&atilde;o aparece como sinal antes de virar parada n&atilde;o planejada.<\/span><\/div><\/div><\/div><div class=\"tnvl-visual\"><div class=\"tnvl-route\"><div class=\"tnvl-route-row\"><div class=\"tnvl-route-box\">Sensor no ativo<\/div><div class=\"tnvl-arrow\">&rarr;<\/div><div class=\"tnvl-route-box\">Leitura no painel<\/div><\/div><div class=\"tnvl-route-row\"><div class=\"tnvl-route-box\">Rotas peri&oacute;dicas<\/div><div class=\"tnvl-arrow\">&rarr;<\/div><div class=\"tnvl-route-box\">Monitoramento 24\/7<\/div><\/div><div class=\"tnvl-route-row\"><div class=\"tnvl-route-box\">Alarme gen&eacute;rico<\/div><div class=\"tnvl-arrow\">&rarr;<\/div><div class=\"tnvl-route-box\">Diagn&oacute;stico acion&aacute;vel<\/div><\/div><\/div><\/div><\/section><\/div><\/main><section class=\"tnvl-cases\"><div class=\"tnvl-wrap\"><h2 class=\"tnvl-h2\">Prova social em opera&ccedil;&otilde;es reais<\/h2><div class=\"tnvl-case-grid\"><div class=\"tnvl-case\"><span class=\"tnvl-case-name\">Dexco<\/span><span class=\"tnvl-case-tag\">MDF \/ pain&eacute;is de madeira<\/span><p><strong>ROI 60x<\/strong> e <strong>46 falhas cr&iacute;ticas evitadas<\/strong> em 12 meses de monitoramento cont&iacute;nuo.<\/p><\/div><div class=\"tnvl-case\"><span class=\"tnvl-case-name\">ArcelorMittal<\/span><span class=\"tnvl-case-tag\">Siderurgia<\/span><p><strong>ROI 35x<\/strong> e <strong>28 falhas cr&iacute;ticas identificadas<\/strong> com meses de anteced&ecirc;ncia.<\/p><\/div><div class=\"tnvl-case\"><span class=\"tnvl-case-name\">Aegea \/ &Aacute;guas do Rio<\/span><span class=\"tnvl-case-tag\">Saneamento<\/span><p>Anomalia el&eacute;trica identificada antes de falha catastr&oacute;fica; inspe&ccedil;&atilde;o confirmou superaquecimento de <strong>168&deg;C<\/strong>.<\/p><\/div><div class=\"tnvl-case\"><span class=\"tnvl-case-name\">BRK<\/span><span class=\"tnvl-case-tag\">Saneamento<\/span><p><strong>R$ 1,478M<\/strong> em manuten&ccedil;&atilde;o evitada e retorno superior a <strong>8x<\/strong> em um ano.<\/p><\/div><\/div><\/div><\/section><section class=\"tnvl-cta\"><div class=\"tnvl-wrap\"><h2>Quer ver o que a 2Neuron encontraria nos seus ativos?<\/h2><p>Comece por uma planta, um conjunto de ativos cr&iacute;ticos ou uma fam&iacute;lia de motores. A an&aacute;lise parte do painel el&eacute;trico e entrega diagn&oacute;stico acion&aacute;vel.<\/p><a class=\"tnvl-btn\" href=\"https:\/\/2neuron.com\/contato\/\">Fale com a 2Neuron<\/a><\/div><\/section><\/article>\n\n<style id='n2-enfix'>\n.n2en{display:none!important}\nhtml[lang^='en'] article.tnvl{display:none!important}\nhtml[lang^='en'] .n2en{display:block!important;font-family:'Mohave',Arial,sans-serif;color:#201431;background:#fff;line-height:1.55}\nhtml[lang^='en'] .n2en .tnvl-step:not(:last-child):after{content:'\\2192'!important}\n<\/style>\n<div class='n2en'><section class='tnvl-hero'><div class='tnvl-wrap tnvl-hero-grid'><div><span class='tnvl-kicker'>Panel-based monitoring<\/span><h1 class='tnvl-h1'>Sensorless predictive maintenance for motors and pumps<\/h1><p class='tnvl-lead'>2Neuron monitors critical motors, pumps and loads through the electrical signature already available in the panel. Less field installation, broader coverage and actionable diagnostics.<\/p><div class='tnvl-actions'><a class='tnvl-btn' href='\/en\/contato\/'>Talk to a specialist<\/a><a class='tnvl-btn alt' href='#prova-social'>See results<\/a><\/div><\/div><figure class='tnvl-media'><img decoding=\"async\" src=\"https:\/\/2neuron.com\/wp-content\/uploads\/2026\/05\/ultronline-installed-electrical-panel.png\" alt=\"Ultronline installed in electrical panel\" loading=\"eager\" title=\"\"><figcaption class='tnvl-caption'>Ultronline in the panel: no sensor on the asset.<\/figcaption><\/figure><\/div><\/section><section class='tnvl-flow-band'><div class='tnvl-wrap tnvl-flow'><div class='tnvl-step'><span class='tnvl-step-num'>01<\/span><span class='tnvl-step-title'>Electrical panel<\/span><span class='tnvl-step-desc'>Read the existing circuit<\/span><\/div><div class='tnvl-step'><span class='tnvl-step-num'>02<\/span><span class='tnvl-step-title'>Current and voltage<\/span><span class='tnvl-step-desc'>Capture the motor signature<\/span><\/div><div class='tnvl-step'><span class='tnvl-step-num'>03<\/span><span class='tnvl-step-title'>ESA + AI<\/span><span class='tnvl-step-desc'>Identify fault patterns<\/span><\/div><div class='tnvl-step'><span class='tnvl-step-num'>04<\/span><span class='tnvl-step-title'>Diagnosis<\/span><span class='tnvl-step-desc'>Plan the intervention<\/span><\/div><\/div><\/section><section class='tnvl-main'><div class='tnvl-wrap'><h2 class='tnvl-h2'>What changes when data comes from the panel<\/h2><p class='tnvl-p'>Instead of installing sensors on every machine, the solution reads motor-load behavior from current and voltage and turns it into fault evidence.<\/p><div class='tnvl-grid'><div class='tnvl-card'><span>Scale<\/span><h3>Less asset-side installation<\/h3><p>Panel reading helps cover remote, inaccessible or harsh-environment assets.<\/p><\/div><div class='tnvl-card'><span>Diagnosis<\/span><h3>Mechanical and electrical faults<\/h3><p>The electrical signature reveals load, rotor, stator, bearing and operating changes.<\/p><\/div><div class='tnvl-card'><span>Operations<\/span><h3>Alerts with context<\/h3><p>The goal is a technical hypothesis your team can act on, not alarm noise.<\/p><\/div><\/div><\/div><\/section><section class='tnvl-proof' id='prova-social'><div class='tnvl-wrap tnvl-proof-grid'><div class='tnvl-proof-card'><h2>Operational proof, not a claim<\/h2><p>Real outcomes in water and sanitation, steel, wood panels and industrial operations with critical assets.<\/p><div class='tnvl-metrics'><div class='tnvl-metric'><b>R$ 4.92<\/b><span>returned per R$ 1 invested at Sabesp<\/span><\/div><div class='tnvl-metric'><b>60x<\/b><span>ROI in Dexco case<\/span><\/div><div class='tnvl-metric'><b>35x<\/b><span>ROI in ArcelorMittal case<\/span><\/div><div class='tnvl-metric'><b>23<\/b><span>burnouts avoided at Sabesp<\/span><\/div><\/div><\/div><div class='tnvl-route'><h3>Where it makes sense<\/h3><ul><li>Large fleets of motors and pumps.<\/li><li>Assets where sensor installation is costly or risky.<\/li><li>Operations that need to scale monitoring.<\/li><\/ul><div class='tnvl-logos'><span>Sabesp<\/span><span>Dexco<\/span><span>ArcelorMittal<\/span><span>Aegea<\/span><span>BRK<\/span><\/div><\/div><\/div><\/section><section class='tnvl-cta'><div class='tnvl-wrap'><h2>Validate sensorless monitoring on real assets<\/h2><p>We define a pilot with critical assets, success criteria and ROI measurement.<\/p><a class='tnvl-btn' href='\/en\/contato\/'>Talk to a specialist<\/a><\/div><\/section><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Manuten??o preditiva sem sensores para motores, bombas e ventiladores. 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