{"id":122659,"date":"2020-01-17T14:12:56","date_gmt":"2020-01-17T13:12:56","guid":{"rendered":"https:\/\/aleasoft.com\/?page_id=122659"},"modified":"2022-01-18T08:27:20","modified_gmt":"2022-01-18T07:27:20","slug":"aleamodel","status":"publish","type":"page","link":"https:\/\/aleasoft.com\/pt\/aleamodel\/","title":{"rendered":"AleaModel"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"122659\" class=\"elementor elementor-122659\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-e03fc76 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e03fc76\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bfe235c\" data-id=\"bfe235c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-bc6dd4e elementor-widget elementor-widget-spacer\" data-id=\"bc6dd4e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-787d7e4 elementor-widget elementor-widget-heading\" data-id=\"787d7e4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">AleaModel<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-20fa7e7 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"20fa7e7\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-c26d500\" data-id=\"c26d500\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c7e673c elementor-widget elementor-widget-text-editor\" data-id=\"c7e673c\" data-element_type=\"widget\" data-e-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\t\t<p><strong>AleaModel<\/strong> \u00e9 um tipo de modelo de previs\u00e3o exclusivo da <strong>AleaSoft<\/strong>, desenvolvido especialmente para previs\u00e3o de energia, que supera os m\u00e9todos tradicionais de previs\u00e3o.<\/p><p>AleaModel tira proveito dos \u00faltimos avan\u00e7os em estat\u00edstica e intelig\u00eancia artificial no campo da previs\u00e3o. \u00c9 uma abordagem de modelo h\u00edbrido que combina o poder das <strong>Redes Neurais Artificiais<\/strong> e a efici\u00eancia do modelo <strong>SARIMA<\/strong> de <strong>Box\u2011Jenkins<\/strong> e <strong>Regress\u00e3o M\u00faltipla<\/strong>. Desta forma, pode aproveitar os benef\u00edcios de cada m\u00e9todo e superar suas limita\u00e7\u00f5es quando usado individualmente.<\/p><p><img fetchpriority=\"high\" decoding=\"async\" class=\"aligncenter size-full wp-image-43626\" src=\"https:\/\/aleasoft.com\/wp-content\/uploads\/2020\/01\/AleaSoft-Model-Word.jpg\" alt=\"\" width=\"368\" height=\"323\" srcset=\"https:\/\/aleasoft.com\/wp-content\/uploads\/2020\/01\/AleaSoft-Model-Word.jpg 368w, https:\/\/aleasoft.com\/wp-content\/uploads\/2020\/01\/AleaSoft-Model-Word-300x263.jpg 300w\" sizes=\"(max-width: 368px) 100vw, 368px\" \/><\/p>\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<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-e4e6380\" data-id=\"e4e6380\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-36dbcf3 elementor-widget elementor-widget-text-editor\" data-id=\"36dbcf3\" data-element_type=\"widget\" data-e-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\t\t<p>O resultado \u00e9 uma <strong>Rede Neural Artificial<\/strong> com uma estrutura do tipo <strong>SARIMA<\/strong> capaz de capturar a din\u00e2mica sazonal e a evolu\u00e7\u00e3o das s\u00e9ries que melhora as limita\u00e7\u00f5es das <strong>Redes Neurais<\/strong> Artificiais cl\u00e1ssicas usadas em previs\u00f5es de s\u00e9ries temporais.<\/p><p>O uso de limiares e transforma\u00e7\u00f5es aritm\u00e9ticas nas vari\u00e1veis \u200b\u200bpermite a introdu\u00e7\u00e3o de n\u00e3o linearidades na regress\u00e3o de m\u00faltiplas vari\u00e1veis, para determinar a influ\u00eancia e a correla\u00e7\u00e3o entre elas.<\/p><p>O uso de uma <strong>Rede Neural Artificial<\/strong> no <strong>AleaModel<\/strong> para ajustar dinamicamente os par\u00e2metros <strong>SARIMA<\/strong> e <strong>Regress\u00e3o<\/strong> permite fornecer um esquema adaptativo capaz de reagir imediatamente \u00e0s mudan\u00e7as na tend\u00eancia das s\u00e9ries temporais e \u00e0 influ\u00eancia das vari\u00e1veis, mudan\u00e7as que normalmente est\u00e3o presentes em dados do mundo real, oferecendo um modelo de previs\u00e3o sempre atualizado, sem a necessidade de treinamento manual peri\u00f3dico.<\/p>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-04b1b07 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"04b1b07\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4f54e9e\" data-id=\"4f54e9e\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ebb8e54 elementor-widget elementor-widget-spacer\" data-id=\"ebb8e54\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>AleaModel \u00e9 um tipo de modelo de previs\u00e3o exclusivo da AleaSoft, desenvolvido especialmente para previs\u00e3o de energia, que supera os m\u00e9todos tradicionais de previs\u00e3o. AleaModel tira proveito dos \u00faltimos avan\u00e7os em estat\u00edstica e intelig\u00eancia artificial no campo da previs\u00e3o. \u00c9 uma abordagem de modelo h\u00edbrido que combina o poder das Redes Neurais Artificiais e a [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":122661,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"footnotes":""},"class_list":["post-122659","page","type-page","status-publish","has-post-thumbnail","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AleaModel - AleaSoft Energy Forecasting<\/title>\n<meta name=\"description\" content=\"AleaModel \u00e9 um tipo de modelo de previs\u00e3o exclusivo da AleaSoft, desenvolvido especialmente para previs\u00e3o de energia, que supera os m\u00e9todos tradicionais de previs\u00e3o.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aleasoft.com\/pt\/aleamodel\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AleaModel\" \/>\n<meta property=\"og:description\" content=\"AleaModel \u00e9 um tipo de modelo de previs\u00e3o exclusivo da AleaSoft, desenvolvido especialmente para previs\u00e3o de energia, que supera os m\u00e9todos tradicionais de previs\u00e3o.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/aleasoft.com\/pt\/aleamodel\/\" \/>\n<meta property=\"og:site_name\" content=\"AleaSoft Energy Forecasting\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/AleaSoft\/\" \/>\n<meta property=\"article:modified_time\" content=\"2022-01-18T07:27:20+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/aleasoft.com\/wp-content\/uploads\/2021\/01\/20210122-AleaSoft-Propiedades-Modelo-Alea.png.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"881\" \/>\n\t<meta property=\"og:image:height\" content=\"827\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:site\" content=\"@AleaSoftEnergy\" \/>\n<meta name=\"twitter:label1\" content=\"Tempo estimado de leitura\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/aleasoft.com\\\/pt\\\/aleamodel\\\/\",\"url\":\"https:\\\/\\\/aleasoft.com\\\/pt\\\/aleamodel\\\/\",\"name\":\"AleaModel - 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