{"id":704,"date":"2021-12-21T01:24:08","date_gmt":"2021-12-21T01:24:08","guid":{"rendered":"https:\/\/btpmedidoresyaccesorios.com\/?page_id=704"},"modified":"2022-05-17T01:16:35","modified_gmt":"2022-05-17T01:16:35","slug":"gestion-de-datos-big-data","status":"publish","type":"page","link":"https:\/\/btpmedidoresyaccesorios.com\/en\/gestion-de-datos-big-data\/","title":{"rendered":"Gesti\u00f3n de datos BIG DATA"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"704\" class=\"elementor elementor-704\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-23aadb8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"23aadb8\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-0711d96\" data-id=\"0711d96\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-7ff7b5b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7ff7b5b\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-inner-column elementor-element elementor-element-63f92f6\" data-id=\"63f92f6\" data-element_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-2c8a627 elementor-widget elementor-widget-heading\" data-id=\"2c8a627\" data-element_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\">Gesti\u00f3n de datos BIG DATA<\/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\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-c2b2b1b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c2b2b1b\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-50be560\" data-id=\"50be560\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3fa30f0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3fa30f0\" data-element_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-inner-column elementor-element elementor-element-8eb3ba0\" data-id=\"8eb3ba0\" data-element_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-6ca2dc4 elementor-widget elementor-widget-text-editor\" data-id=\"6ca2dc4\" 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\t\t<p><span data-contrast=\"auto\">Mediante un an\u00e1lisis estad\u00edstico se puede medir la eficiencia desde las plantas de agua, identificar los perfiles de consumo de usuarios residenciales, comerciales e industriales, generar el patr\u00f3n de la demanda por sector y sobre esta base, realizar una cr\u00edtica a los consumos analizando las desviaciones relevantes para detectar los posibles fraudes.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Con esta herramienta se mide permanentemente los puntos de entrada y salida del agua por v\u00e1lvulas controladoras. Igualmente, se establece el patr\u00f3n de demanda mediante la informaci\u00f3n obtenida de los vol\u00famenes y horarios de consumo, los cuales se establecen por sectores, para as\u00ed llegar a suministrar el l\u00edquido a esta zona, en funci\u00f3n de la demanda.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">La estimaci\u00f3n correcta de la demanda de agua potable representa una condici\u00f3n indispensable para la planeaci\u00f3n y el dise\u00f1o de los sistemas\u00a0de suministro, que en gran medida determina las inversiones necesarias y calidad del mismo.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Es importante saber que la demanda es din\u00e1mica y est\u00e1 sujeta a variaciones anuales, estacionales, semanales y diarias.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p><p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:276}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Perfil de Consumo:\u00a0Con la\u00a0medici\u00f3n autom\u00e1tica y transmisi\u00f3n de datos diarios por usuario se genera el perfil de consumo de usuario,\u00a0caudal\/volumen\u00a0de consumo.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Patr\u00f3n de Demanda:\u00a0Genera la informaci\u00f3n de los vol\u00famenes y horarios de consumo, los cuales se establecen por sectores, para as\u00ed llegar a suministrar a esta zona en funci\u00f3n de la demanda.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/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-inner-column elementor-element elementor-element-912fe04\" data-id=\"912fe04\" data-element_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-ad0de96 elementor-widget elementor-widget-image\" data-id=\"ad0de96\" 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\t\t\t<a href=\"https:\/\/btpmedidoresyaccesorios.com\/wp-content\/uploads\/2021\/12\/grafico-gestion-de-datos.jpg\" 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data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\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-425b94b\" data-id=\"425b94b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-10b9733 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"10b9733\" data-element_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-inner-column elementor-element elementor-element-b22199c\" data-id=\"b22199c\" data-element_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-a29b1d6 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"a29b1d6\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/btpmedidoresyaccesorios.com\/en\/soluciones\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Volver a soluciones<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Mediante un an\u00e1lisis estad\u00edstico se puede medir la eficiencia desde las plantas de agua, identificar los perfiles de consumo de usuarios residenciales, comerciales e industriales, generar el patr\u00f3n de la demanda por sector y sobre esta base, realizar una cr\u00edtica a los consumos analizando las desviaciones relevantes para detectar los posibles fraudes.\u00a0 Con esta herramienta 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