{"id":9124,"date":"2024-10-03T08:57:31","date_gmt":"2024-10-03T08:57:31","guid":{"rendered":"https:\/\/dairylando.com\/?p=7020"},"modified":"2025-10-16T19:16:10","modified_gmt":"2025-10-16T19:16:10","slug":"ordene-robotico-colecta-leche-y-datos","status":"publish","type":"post","link":"https:\/\/dairylando.com\/en\/ordene-robotico-colecta-leche-y-datos\/","title":{"rendered":"Robotic milking: collect milk, and data"},"content":{"rendered":"\n<figure class=\"wp-block-image alignleft size-full is-resized\"><a href=\"http:\/\/dairylando.com\/wp-content\/uploads\/2025\/03\/robot.avif\"><img data-dominant-color=\"5c5349\" data-has-transparency=\"false\" loading=\"lazy\" decoding=\"async\" width=\"528\" height=\"414\" src=\"http:\/\/dairylando.com\/wp-content\/uploads\/2025\/03\/robot.avif\" alt=\"dairylando.com | Liderando opini\u00f3n en lecher\u00eda\" class=\"wp-image-9982 not-transparent\" style=\"--dominant-color: #5c5349; width:267px;height:auto\" srcset=\"https:\/\/dairylando.com\/wp-content\/uploads\/2025\/03\/robot.avif 528w, https:\/\/dairylando.com\/wp-content\/uploads\/2025\/03\/robot-300x235.avif 300w, https:\/\/dairylando.com\/wp-content\/uploads\/2025\/03\/robot-15x12.avif 15w\" sizes=\"auto, (max-width: 528px) 100vw, 528px\" \/><\/a><figcaption class=\"wp-element-caption\">dairylando.com | Liderando opini\u00f3n en lecher\u00eda<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Los robots de orde\u00f1o actuales, como los de <strong>Lely, DeLaval, GEA, Boumatic<\/strong>, est\u00e1n equipados con m\u00faltiples sensores y sistemas de monitoreo que recopilan datos en tiempo real en varios puntos clave durante el proceso de orde\u00f1o. Estos puntos de medici\u00f3n y toma de datos son fundamentales para garantizar tanto la eficiencia del orde\u00f1o como el bienestar de las vacas y la calidad de la leche. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A continuaci\u00f3n, se detallan los principales puntos de medici\u00f3n y los tipos de datos que marcan un hito superando los l\u00edmites establecidos del conocimiento o la tecnolog\u00eda predecesora.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"> 1. <strong>Identificaci\u00f3n de la vaca<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tecnolog\u00eda utilizada<\/strong>: Collares con chips con radio frecuencia.<\/li>\n\n\n\n<li><strong>Datos recolectados<\/strong>: Identificaci\u00f3n individual de la vaca, historial de orde\u00f1os, producci\u00f3n diaria y etapa de lactancia (DEL). Estos datos permiten ajustar el proceso de orde\u00f1o seg\u00fan las caracter\u00edsticas individuales de cada vaca.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">2. <strong>Detecci\u00f3n de la posici\u00f3n de la ubre y los pezones<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tecnolog\u00eda utilizada<\/strong>: C\u00e1maras 3D o l\u00e1seres de posicionamiento.<\/li>\n\n\n\n<li><strong>Datos recolectados<\/strong>: Precisi\u00f3n en la colocaci\u00f3n de las pezoneras. El sistema ajusta el robot para que se conecte correctamente a cada pez\u00f3n, asegurando una succi\u00f3n eficiente y reduciendo el estr\u00e9s de la vaca.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. <strong>Volumen y velocidad del flujo de leche<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sensor utilizado<\/strong>: Medidores de volumen y de flujo de leche.<\/li>\n\n\n\n<li><strong>Datos recolectados<\/strong>: Volumen de leche en tiempo real por cuarto y la tasa de flujo (kilos por minuto). Esta medici\u00f3n es cr\u00edtica para ajustar la succi\u00f3n y determinar cu\u00e1ndo finalizar el orde\u00f1o en cada cuarto. Un factor clave que influye directamente en el tiempo que cada vaca pasa en el robot, la rotaci\u00f3n del reba\u00f1o, y la capacidad general del sistema<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. <strong>Conductividad de la leche<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sensor utilizado<\/strong>: Sensores de conductividad.<\/li>\n\n\n\n<li><strong>Datos recolectados<\/strong>: Niveles de conductividad el\u00e9ctrica de la leche. Un aumento en la conductividad puede ser un indicador de mastitis o infecciones en la ubre, permitiendo una detecci\u00f3n temprana de problemas de salud. El robot puede extender el orde\u00f1o en un pez\u00f3n cuya leche altere la conductividad.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">5. <strong>Composici\u00f3n de la leche<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sensor utilizado<\/strong>: Analizadores l\u00e1cteos en l\u00ednea.<\/li>\n\n\n\n<li><strong>Datos recolectados<\/strong>: Niveles de grasa y prote\u00edna. Estos datos permiten a los productores monitorear la calidad de la leche y realizar ajustes en la dieta de las vacas para optimizar la composici\u00f3n de la leche. Tambi\u00e9n miden lactosa, el color de la leche y las UFC.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">6. <strong>Temperatura de la leche<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sensor utilizado<\/strong>: Term\u00f3metros l\u00e1cteos en l\u00ednea.<\/li>\n\n\n\n<li><strong>Datos recolectados<\/strong>: La temperatura de la leche en el momento del orde\u00f1o, lo cual es importante para la preservaci\u00f3n de la calidad de la leche. Una temperatura elevada puede indicar fiebre o problemas de salud en la vaca.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">7. <strong>Peso de la vaca<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sensor utilizado<\/strong>: B\u00e1scula opcional incorporada en la estaci\u00f3n de orde\u00f1o.<\/li>\n\n\n\n<li><strong>Datos recolectados<\/strong>: Peso corporal de la vaca. Este dato se usa para monitorear el estado de salud general, detectar p\u00e9rdidas de peso excesivas y ajustar la dieta si es necesario.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">8. <strong>Actividad y rumia<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tecnolog\u00eda utilizada<\/strong>: Collares o pod\u00f3metros con aceler\u00f3metros.<\/li>\n\n\n\n<li><strong>Datos recolectados<\/strong>: Actividad f\u00edsica y patrones de rumia. Estos datos son esenciales para monitorear el bienestar general y detectar problemas de salud como cojeras, trastornos digestivos o celos.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">9. <strong>Tiempo de orde\u00f1o por pez\u00f3n<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sensor utilizado<\/strong>: Temporizadores autom\u00e1ticos conectados a las pezoneras.<\/li>\n\n\n\n<li><strong>Datos recolectados<\/strong>: Tiempo que cada pez\u00f3n est\u00e1 conectado al sistema de orde\u00f1o. Estos datos se utilizan para optimizar la eficiencia del orde\u00f1o y evitar sobreorde\u00f1o.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">10. <strong>Detecci\u00f3n de finalizaci\u00f3n del orde\u00f1o<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sensor utilizado<\/strong>: Medidor de flujo final.<\/li>\n\n\n\n<li><strong>Datos recolectados<\/strong>: Detecci\u00f3n del descenso en el flujo de leche que indica que el orde\u00f1o de un cuarto est\u00e1 completado. Una vez detectado, el robot desconecta autom\u00e1ticamente la pezonera para evitar lesiones o sobreestimulaci\u00f3n.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">11. <strong>Limpieza y desinfecci\u00f3n del equipo<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sensor utilizado<\/strong>: Sensores de flujo de agua y detergente, medidores de temperatura.<\/li>\n\n\n\n<li><strong>Datos recolectados<\/strong>: Flujo de agua y detergente durante la limpieza del sistema, temperatura del agua, y tiempo de duraci\u00f3n del ciclo de lavado. Estos datos garantizan la correcta desinfecci\u00f3n del equipo entre orde\u00f1os, asegurando la higiene y calidad de la leche.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">12. <strong>Datos medioambientales<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Sensor utilizado<\/strong>: Sensores de temperatura y humedad ambiental.<\/li>\n\n\n\n<li><strong>Datos recolectados<\/strong>: Condiciones ambientales en el \u00e1rea de orde\u00f1o, lo cual es importante para garantizar un entorno c\u00f3modo para las vacas y evitar estr\u00e9s por calor.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">La cantidad de informaci\u00f3n que genera el sistema automatizado de orde\u00f1o es inimaginable y muy complejo  para que la aproveche el productor. Por eso, todas las empresas proveedoras de estos equipos est\u00e1n avanzando hacia la incorporaci\u00f3n de la <strong>inteligencia artificial <\/strong>para el manejo de estos datos, tecnolog\u00eda que no solo mejora la productividad, sino que tambi\u00e9n revelan <strong>nuevas formas de comprender el comportamiento animal, la eficiencia productiva o la salud del rodeo lechero<\/strong> escalando a otro nivel en la toma de decisiones&#8230;., esto reci\u00e9n comienza.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img data-dominant-color=\"c6c5c2\" data-has-transparency=\"true\" loading=\"lazy\" decoding=\"async\" width=\"484\" height=\"226\" src=\"http:\/\/dairylando.com\/wp-content\/uploads\/2025\/03\/Firma-website-1-png.avif\" alt=\"dairylando.com | Liderando opini\u00f3n en lecher\u00eda\" class=\"wp-image-9944 has-transparency\" style=\"--dominant-color: #c6c5c2; width:360px;height:auto\" 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robots de orde\u00f1o actuales, como los de Lely, DeLaval, GEA, Boumatic, est\u00e1n equipados con m\u00faltiples sensores y sistemas de 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