{"id":2862,"date":"2026-10-15T16:18:05","date_gmt":"2026-10-15T19:18:05","guid":{"rendered":"https:\/\/foxiot.com.br\/?p=2862"},"modified":"2026-10-15T16:23:21","modified_gmt":"2026-10-15T19:23:21","slug":"perdas-nao-tecnicas-como-a-validacao-com-ia-reduz-custos-e-protege-a-receita","status":"publish","type":"post","link":"https:\/\/foxiot.com.br\/pt_br\/perdas-nao-tecnicas-como-a-validacao-com-ia-reduz-custos-e-protege-a-receita\/","title":{"rendered":"Perdas N\u00e3o T\u00e9cnicas: Como a Valida\u00e7\u00e3o com IA Reduz Custos e Protege a Receita"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2862\" class=\"elementor elementor-2862\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9a01426 e-flex e-con-boxed e-con e-parent\" data-id=\"9a01426\" data-element_type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6cac99b elementor-widget elementor-widget-text-editor\" data-id=\"6cac99b\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 20-03-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>O combate \u00e0s perdas comerciais deixou de ser apenas o cumprimento de uma obriga\u00e7\u00e3o regulat\u00f3ria para se tornar uma decis\u00e3o estrat\u00e9gica de neg\u00f3cio. <span data-path-to-node=\"16,0\" data-index-in-node=\"163\">Atualmente<\/span>, enviar equipes a campo baseando-se apenas em hist\u00f3ricos de consumo \u00e9 um processo ineficiente e de alto custo. <span data-path-to-node=\"16,0\" data-index-in-node=\"285\">Portanto<\/span>, para mitigar essa perda de receita, as distribuidoras est\u00e3o adotando a <b data-path-to-node=\"16,0\" data-index-in-node=\"366\">valida\u00e7\u00e3o aut\u00f4noma de cadastros de clientes e ativos com IA<\/b>, cruzando imagens de sat\u00e9lite com a base de dados para direcionar inspe\u00e7\u00f5es apenas a alvos com alta probabilidade de irregularidade.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7d6e5cb e-flex e-con-boxed e-con e-parent\" data-id=\"7d6e5cb\" data-element_type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a2381b7 elementor-widget elementor-widget-text-editor\" data-id=\"a2381b7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p data-path-to-node=\"17\">O sistema de distribui\u00e7\u00e3o de energia enfrenta um impacto financeiro silencioso, mas severo. Olhando especificamente para o cen\u00e1rio brasileiro, os n\u00fameros refletem um grande desafio. O custo estimado das perdas n\u00e3o t\u00e9cnicas (furtos, fraudes e desvios comerciais) em 2025 foi de aproximadamente R$ 11,5 bilh\u00f5es. No entanto, a regula\u00e7\u00e3o reconheceu na tarifa apenas cerca de R$ 7,9 bilh\u00f5es.<\/p><p data-path-to-node=\"18\">Consequentemente, a diferen\u00e7a, na ordem de R$ 3,6 bilh\u00f5es, \u00e9 absorvida diretamente pelas distribuidoras de energia, impactando seus resultados financeiros. Al\u00e9m disso, o Operador Nacional do Sistema (ONS) estima entre 11,8 e 14,6 GW de Gera\u00e7\u00e3o Distribu\u00edda (GD) \u00e0 revelia operando sem contabiliza\u00e7\u00e3o adequada no pa\u00eds.<\/p><p data-path-to-node=\"19\">Neste artigo, vamos analisar como esse cen\u00e1rio exige uma mudan\u00e7a estrutural e como a tecnologia substitui processos manuais por exatid\u00e3o baseada em dados.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-00ef0c2 e-flex e-con-boxed e-con e-parent\" data-id=\"00ef0c2\" data-element_type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1908a30 elementor-widget elementor-widget-image\" data-id=\"1908a30\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 20-03-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Apoio-1-1024x576.png\" class=\"attachment-large size-large wp-image-2864\" alt=\"\" srcset=\"https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Apoio-1-1024x576.png 1024w, https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Apoio-1-300x169.png 300w, https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Apoio-1-768x432.png 768w, https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Apoio-1-1536x864.png 1536w, https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Apoio-1-18x10.png 18w, https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Apoio-1.png 1672w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9d2fb5b e-flex e-con-boxed e-con e-parent\" data-id=\"9d2fb5b\" data-element_type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-89af5c0 elementor-widget elementor-widget-heading\" data-id=\"89af5c0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 20-03-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h2 class=\"elementor-heading-title elementor-size-default\">O Desafio Regulat\u00f3rio e o Custo da Inefici\u00eancia<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-add2a2d elementor-widget elementor-widget-text-editor\" data-id=\"add2a2d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p data-path-to-node=\"21\">Historicamente, o impacto das PNTs na tarifa de energia sempre foi um tema complexo. O consumidor regular acaba rateando parte do preju\u00edzo gerado pelas irregularidades de terceiros. Por outro lado, a regula\u00e7\u00e3o ANEEL perdas comerciais estabelece um teto r\u00edgido: tudo o que ultrapassa esse limite regulat\u00f3rio afeta diretamente o caixa da concession\u00e1ria.<\/p><p data-path-to-node=\"22\">Para tentar conter esse preju\u00edzo, as concession\u00e1rias tradicionalmente dependem de den\u00fancias ou do cruzamento de hist\u00f3ricos de consumo para encontrar fraudes. Na pr\u00e1tica, isso resulta no despacho improdutivo de viaturas para inspe\u00e7\u00f5es explorat\u00f3rias em campo, sem alvos definidos. Esse m\u00e9todo anal\u00f3gico encarece o OPEX (custo operacional) e apresenta uma baixa taxa de convers\u00e3o em receita recuperada.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02be37b elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"02be37b\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.20.0 - 20-03-2024 *\/\n.elementor-widget-divider{--divider-border-style:none;--divider-border-width:1px;--divider-color:#0c0d0e;--divider-icon-size:20px;--divider-element-spacing:10px;--divider-pattern-height:24px;--divider-pattern-size:20px;--divider-pattern-url:none;--divider-pattern-repeat:repeat-x}.elementor-widget-divider .elementor-divider{display:flex}.elementor-widget-divider .elementor-divider__text{font-size:15px;line-height:1;max-width:95%}.elementor-widget-divider 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.elementor-divider-separator:after,.elementor-widget-divider--separator-type-pattern:not(.elementor-widget-divider--view-line) .elementor-divider-separator:before,.elementor-widget-divider--separator-type-pattern:not([class*=elementor-widget-divider--view]) .elementor-divider-separator{width:100%;min-height:var(--divider-pattern-height);-webkit-mask-size:var(--divider-pattern-size) 100%;mask-size:var(--divider-pattern-size) 100%;-webkit-mask-repeat:var(--divider-pattern-repeat);mask-repeat:var(--divider-pattern-repeat);background-color:var(--divider-color);-webkit-mask-image:var(--divider-pattern-url);mask-image:var(--divider-pattern-url)}.elementor-widget-divider--no-spacing{--divider-pattern-size:auto}.elementor-widget-divider--bg-round{--divider-pattern-repeat:round}.rtl .elementor-widget-divider .elementor-divider__text{direction:rtl}.e-con-inner>.elementor-widget-divider,.e-con>.elementor-widget-divider{width:var(--container-widget-width,100%);--flex-grow:var(--container-widget-flex-grow)}<\/style>\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a6851da e-flex e-con-boxed e-con e-parent\" data-id=\"a6851da\" data-element_type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9d75bff elementor-widget elementor-widget-heading\" data-id=\"9d75bff\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">A Solu\u00e7\u00e3o: Valida\u00e7\u00e3o Aut\u00f4noma de Cadastros de Clientes e Ativos com IA<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-535deae elementor-widget elementor-widget-text-editor\" data-id=\"535deae\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p data-path-to-node=\"24\">A depend\u00eancia de processos explorat\u00f3rios manuais est\u00e1 sendo substitu\u00edda por um novo padr\u00e3o de gest\u00e3o de campo: a inspe\u00e7\u00e3o virtualizada.<\/p><p data-path-to-node=\"25\">\u00c9 neste contexto que atua a plataforma Hefesto, desenvolvida pela Fox IoT, operando como a camada de intelig\u00eancia (<i data-path-to-node=\"25\" data-index-in-node=\"115\">Grid Intelligence Layer<\/i>) da rede el\u00e9trica. O software aplica tecnologia de Vis\u00e3o Computacional para modernizar a detec\u00e7\u00e3o de irregularidades.<\/p><p data-path-to-node=\"26\">Em vez de analisar planilhas de forma manual, o sistema realiza a valida\u00e7\u00e3o aut\u00f4noma de cadastros de clientes e ativos com IA. O fluxo operacional funciona da seguinte forma:<\/p><ol start=\"1\" data-path-to-node=\"27\"><li><p data-path-to-node=\"27,0,0\">A Intelig\u00eancia Artificial analisa imagens de sat\u00e9lite e fotografias a\u00e9reas de alta resolu\u00e7\u00e3o de todo o espa\u00e7o de concess\u00e3o.<\/p><\/li><li><p data-path-to-node=\"27,1,0\">O sistema identifica automaticamente objetos de interesse, como telhados, edifica\u00e7\u00f5es e pain\u00e9is fotovoltaicos (incluindo a contagem de m\u00f3dulos).<\/p><\/li><li><p data-path-to-node=\"27,2,0\">Em seguida, correlaciona essas informa\u00e7\u00f5es f\u00edsicas com a base georreferenciada de Unidades Consumidoras (UCs) e Unidades Geradoras (UGs).<\/p><\/li><\/ol><p data-path-to-node=\"28\">Dessa forma, se h\u00e1 uma constru\u00e7\u00e3o consumindo energia ou injetando gera\u00e7\u00e3o sem um medidor correspondente no cadastro, a tecnologia aponta o alvo com alta exatid\u00e3o.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8b2b13d e-flex e-con-boxed e-con e-parent\" data-id=\"8b2b13d\" data-element_type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4a0a8a6 elementor-widget elementor-widget-image\" data-id=\"4a0a8a6\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"429\" src=\"https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Da-Imagem-ao-Dado-com-IA-1024x549.png\" class=\"attachment-large size-large wp-image-2865\" alt=\"\" srcset=\"https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Da-Imagem-ao-Dado-com-IA-1024x549.png 1024w, https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Da-Imagem-ao-Dado-com-IA-300x161.png 300w, https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Da-Imagem-ao-Dado-com-IA-768x412.png 768w, https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Da-Imagem-ao-Dado-com-IA-1536x823.png 1536w, https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Da-Imagem-ao-Dado-com-IA-18x10.png 18w, https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Da-Imagem-ao-Dado-com-IA.png 1633w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ce54cee e-flex e-con-boxed e-con e-parent\" data-id=\"ce54cee\" data-element_type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-bf74650 elementor-widget elementor-widget-heading\" data-id=\"bf74650\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\"><h2 data-path-to-node=\"29\">A Economia da Evid\u00eancia: Impacto e Retorno sobre o Investimento<span style=\"font-size: 32px; letter-spacing: -0.2px;\"><\/span><\/h2><\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f7a4043 elementor-widget elementor-widget-text-editor\" data-id=\"f7a4043\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p data-path-to-node=\"30\">Basear o planejamento em modelos matem\u00e1ticos e imagens georreferenciadas traz resultados operacionais diretos.<\/p><p data-path-to-node=\"31\">Primeiramente, a assertividade inicial das vistorias de campo atinge o patamar de 60%, garantindo que as equipes se desloquem apenas para locais com evid\u00eancias claras de irregularidade.<\/p><p data-path-to-node=\"32\">Al\u00e9m disso, a tecnologia viabiliza a &#8220;Economia da Evid\u00eancia&#8221;. De acordo com a REN 1.000\/2021, a recupera\u00e7\u00e3o de receita pode retroagir at\u00e9 36 ciclos de faturamento. Entretanto, sem provas t\u00e9cnicas que demonstrem quando a irregularidade come\u00e7ou, a concession\u00e1ria s\u00f3 pode efetuar a cobran\u00e7a de 6 ciclos.<\/p><p data-path-to-node=\"33\">A aquisi\u00e7\u00e3o recorrente de imagens de sat\u00e9lite pela plataforma cria uma s\u00e9rie temporal incontest\u00e1vel, gerando a prova t\u00e9cnica do termo inicial da fraude. Como resultado, a cobran\u00e7a retroativa de um \u00fanico lote de fraudes confirmadas tende a pagar os custos da ferramenta, garantindo um retorno r\u00e1pido sobre o investimento.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b7b8601 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"b7b8601\" data-element_type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-57ff902 e-flex e-con-boxed e-con e-parent\" data-id=\"57ff902\" data-element_type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-76e4d55 elementor-widget elementor-widget-heading\" data-id=\"76e4d55\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Aprofunde seu Conhecimento: Baixe o Paper Exclusivo<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-41d5e85 elementor-widget elementor-widget-image\" data-id=\"41d5e85\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"567\" src=\"https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Laptop-com-Landing-Page-em-Luz-Laranja-1024x726.png\" class=\"attachment-large size-large wp-image-2866\" alt=\"\" srcset=\"https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Laptop-com-Landing-Page-em-Luz-Laranja-1024x726.png 1024w, https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Laptop-com-Landing-Page-em-Luz-Laranja-300x213.png 300w, https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Laptop-com-Landing-Page-em-Luz-Laranja-768x545.png 768w, https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Laptop-com-Landing-Page-em-Luz-Laranja-18x12.png 18w, https:\/\/foxiot.com.br\/wp-content\/uploads\/2026\/10\/Laptop-com-Landing-Page-em-Luz-Laranja.png 1323w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-441ac48 elementor-widget elementor-widget-text-editor\" data-id=\"441ac48\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p data-path-to-node=\"36\">Quer entender, do pixel \u00e0 recupera\u00e7\u00e3o de receita, como aplicar essa tecnologia na pr\u00e1tica?<\/p><p data-path-to-node=\"37\">A Fox IoT preparou o<b> Paper Hefesto &#8211;<\/b> <b data-path-to-node=\"37\" data-index-in-node=\"32\">Gest\u00e3o Inteligente da Rede El\u00e9trica<\/b>. Uma solu\u00e7\u00e3o validada em ambiente real de opera\u00e7\u00e3o (TRL 7-8) que aplica Intelig\u00eancia Artificial e Vis\u00e3o Computacional para apontar liga\u00e7\u00f5es clandestinas e GD \u00e0 revelia.<\/p><p data-path-to-node=\"38\"><b data-path-to-node=\"38\" data-index-in-node=\"0\">Neste material 100% gratuito, voc\u00ea vai descobrir:<\/b><\/p><ul data-path-to-node=\"39\"><li><p data-path-to-node=\"39,0,0\"><b data-path-to-node=\"39,0,0\" data-index-in-node=\"0\">Aquisi\u00e7\u00e3o de Imagem:<\/b> Como funciona a captura recorrente por sat\u00e9lite e drones para enxergar mudan\u00e7as no territ\u00f3rio.<\/p><\/li><li><p data-path-to-node=\"39,1,0\"><b data-path-to-node=\"39,1,0\" data-index-in-node=\"0\">Detec\u00e7\u00e3o por Vis\u00e3o Computacional:<\/b> Como as redes neurais isolam edifica\u00e7\u00f5es e estruturas fotovoltaicas de forma independente do medidor.<\/p><\/li><li><p data-path-to-node=\"39,2,0\"><b data-path-to-node=\"39,2,0\" data-index-in-node=\"0\">Correla\u00e7\u00e3o com a Camada de Refer\u00eancia:<\/b> O cruzamento com UCs e UGs que transforma a detec\u00e7\u00e3o em um ranking de \u00e1reas priorit\u00e1rias.<\/p><\/li><li><p data-path-to-node=\"39,3,0\"><b data-path-to-node=\"39,3,0\" data-index-in-node=\"0\">O Apontamento para Vistoria:<\/b> Como a sa\u00edda de dados chega estruturada e pronta para virar Ordem de Servi\u00e7o, eliminando inspe\u00e7\u00f5es &#8220;\u00e0s cegas&#8221;.<\/p><\/li><\/ul><p data-path-to-node=\"40\"><b data-path-to-node=\"40\" data-index-in-node=\"3\"><a class=\"ng-star-inserted\" href=\"https:\/\/lp.foxiot.com.br\/hefesto\" target=\"_blank\" rel=\"noopener\" data-hveid=\"3\">Clique aqui para acessar a p\u00e1gina e baixar o seu Paper Exclusivo gratuitamente<\/a><\/b>.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6167d7d e-flex e-con-boxed e-con e-parent\" data-id=\"6167d7d\" data-element_type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-dcc2b4a elementor-widget elementor-widget-text-editor\" data-id=\"dcc2b4a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3 data-path-to-node=\"42\">Perguntas Frequentes (FAQ)<\/h3><p data-path-to-node=\"43\"><b data-path-to-node=\"43\" data-index-in-node=\"0\">Como a IA da Fox reduz as perdas n\u00e3o t\u00e9cnicas de energia?<\/b> Combinamos engenharia aplicada com sistemas anal\u00edticos estruturados. Cruzamos dados comerciais com mapeamento espacial por sat\u00e9lite para detectar anomalias, direcionando as equipes de campo exclusivamente para locais com alta probabilidade de fraude.<\/p><p data-path-to-node=\"44\"><b data-path-to-node=\"44\" data-index-in-node=\"0\">O que \u00e9 a valida\u00e7\u00e3o aut\u00f4noma de cadastros com IA?<\/b> \u00c9 o uso de Intelig\u00eancia Artificial para cruzar imagens a\u00e9reas atualizadas com o banco de dados da concession\u00e1ria. Isso permite identificar loteamentos irregulares, novas constru\u00e7\u00f5es e sistemas de gera\u00e7\u00e3o n\u00e3o cadastrados de forma automatizada.<\/p><p data-path-to-node=\"45\"><b data-path-to-node=\"45\" data-index-in-node=\"0\">Qual a rela\u00e7\u00e3o entre a regula\u00e7\u00e3o da ANEEL e a ado\u00e7\u00e3o de tecnologia?<\/b> A <b data-path-to-node=\"45\" data-index-in-node=\"70\">regula\u00e7\u00e3o ANEEL perdas comerciais<\/b> define um limite m\u00e1ximo de inefici\u00eancia que pode ser repassado \u00e0 tarifa. As perdas que superam esse limite s\u00e3o custeadas pela pr\u00f3pria distribuidora, tornando a ado\u00e7\u00e3o de tecnologias de inspe\u00e7\u00e3o guiadas por dados essencial para a sustentabilidade financeira da opera\u00e7\u00e3o.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\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>O combate \u00e0s perdas comerciais deixou de ser apenas o cumprimento de uma obriga\u00e7\u00e3o regulat\u00f3ria para se tornar uma decis\u00e3o estrat\u00e9gica de neg\u00f3cio. Atualmente, enviar equipes a campo baseando-se apenas em hist\u00f3ricos de consumo \u00e9 um processo ineficiente e de alto custo. Portanto, para mitigar essa perda de receita, as distribuidoras est\u00e3o adotando a valida\u00e7\u00e3o [&hellip;]<\/p>\n","protected":false},"author":23,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Perdas N\u00e3o T\u00e9cnicas: Valida\u00e7\u00e3o com IA para Prote\u00e7\u00e3o de Receita<\/title>\n<meta name=\"description\" content=\"Valida\u00e7\u00e3o aut\u00f4noma de cadastros de clientes e ativos com IA combate as perdas n\u00e3o t\u00e9cnicas e reduz custos operacionais nas concession\u00e1rias.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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