{"id":4282,"date":"2025-09-18T22:30:09","date_gmt":"2025-09-18T14:30:09","guid":{"rendered":"https:\/\/beyondinfosys.com\/?p=4282"},"modified":"2026-03-20T08:01:00","modified_gmt":"2026-03-20T00:01:00","slug":"smart-city-edge-computing-soluciones-de-pc-industrial-en-caja-para-control-en-tiempo-real-de-ai-iot","status":"publish","type":"post","link":"https:\/\/beyondinfosys.com\/es\/smart-city-edge-computing-industrial-box-pc-solutions-for-ai-iot-real-time-control\/","title":{"rendered":"Edge Computing para ciudades inteligentes: Soluciones de PC industriales en caja para IA, IoT y control en tiempo real"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"4282\" class=\"elementor elementor-4282\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b58f7d6 e-flex e-con-boxed e-con e-parent\" data-id=\"b58f7d6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cd99ac2 elementor-widget elementor-widget-text-editor\" data-id=\"cd99ac2\" 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<h2 data-start=\"406\" data-end=\"467\"><strong data-start=\"409\" data-end=\"467\">Tendencias de las ciudades inteligentes y auge de la inform\u00e1tica de proximidad<\/strong><\/h2><h3 data-start=\"474\" data-end=\"525\"><strong data-start=\"478\" data-end=\"525\">Por qu\u00e9 las ciudades inteligentes necesitan Edge Computing<\/strong><\/h3><p data-start=\"527\" data-end=\"989\">A medida que los entornos urbanos se basan cada vez m\u00e1s en los datos, las calles, los centros de tr\u00e1nsito, los servicios p\u00fablicos y los espacios p\u00fablicos generan enormes vol\u00famenes de datos a cada momento: v\u00eddeos de c\u00e1maras de vigilancia, lecturas de sensores de tr\u00e1fico y monitores medioambientales, telemetr\u00eda de redes inteligentes, etc. Enrutar todos estos datos exclusivamente a servidores centralizados en la nube crea retos inevitables: alta latencia, cuellos de botella en el ancho de banda y mayor vulnerabilidad a los cortes de red.<\/p><p data-start=\"991\" data-end=\"1329\">Entre en <strong data-start=\"997\" data-end=\"1015\">computaci\u00f3n perif\u00e9rica<\/strong>un cambio de paradigma que procesa los datos en su origen o cerca de \u00e9l, en lugar de transmitirlo todo a centros de datos remotos. Al desplegar dispositivos inteligentes como los Box PC m\u00e1s cerca de los sensores y los puntos finales, las ciudades inteligentes adquieren la capacidad de analizar los datos al instante, reaccionar en tiempo real y reducir los requisitos de transmisi\u00f3n.<\/p><p data-start=\"1331\" data-end=\"1361\"><strong data-start=\"1331\" data-end=\"1361\">Resumen de las principales ventajas:<\/strong><\/p><div class=\"_tableContainer_1rjym_1\"><div class=\"_tableWrapper_1rjym_13 group flex w-fit flex-col-reverse\" tabindex=\"-1\"><table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"1363\" data-end=\"1785\"><thead data-start=\"1363\" data-end=\"1405\"><tr data-start=\"1363\" data-end=\"1405\"><th data-start=\"1363\" data-end=\"1390\" data-col-size=\"sm\">Ventajas de Edge Computing<\/th><th data-start=\"1390\" data-end=\"1405\" data-col-size=\"md\">Descripci\u00f3n<\/th><\/tr><\/thead><tbody data-start=\"1449\" data-end=\"1785\"><tr data-start=\"1449\" data-end=\"1533\"><td data-start=\"1449\" data-end=\"1476\" data-col-size=\"sm\">Baja latencia<\/td><td data-start=\"1476\" data-end=\"1533\" data-col-size=\"md\">El procesamiento in situ reduce dr\u00e1sticamente los tiempos de respuesta<\/td><\/tr><tr data-start=\"1534\" data-end=\"1612\"><td data-start=\"1534\" data-end=\"1561\" data-col-size=\"sm\">Optimizaci\u00f3n del ancho de banda<\/td><td data-col-size=\"md\" data-start=\"1561\" data-end=\"1612\">S\u00f3lo se transmiten a la nube los datos esenciales<\/td><\/tr><tr data-start=\"1613\" data-end=\"1696\"><td data-start=\"1613\" data-end=\"1640\" data-col-size=\"sm\">Privacidad mejorada<\/td><td data-start=\"1640\" data-end=\"1696\" data-col-size=\"md\">El procesamiento local protege los datos al minimizar la exposici\u00f3n<\/td><\/tr><tr data-start=\"1697\" data-end=\"1785\"><td data-start=\"1697\" data-end=\"1724\" data-col-size=\"sm\">Alta fiabilidad<\/td><td data-start=\"1724\" data-end=\"1785\" data-col-size=\"md\">Las tareas contin\u00faan localmente aunque falle la conectividad a la red<\/td><\/tr><\/tbody><\/table><\/div><\/div><p data-start=\"1787\" data-end=\"2036\">Esta inteligencia local es transformadora para aplicaciones que van desde el control aut\u00f3nomo del tr\u00e1fico a la respuesta de emergencia, lo que demuestra por qu\u00e9 la computaci\u00f3n de borde es indispensable en la evoluci\u00f3n de las ciudades inteligentes.<\/p><h3 data-start=\"2043\" data-end=\"2100\"><strong data-start=\"2047\" data-end=\"2100\">Cloud vs. Edge: \u00bfPor qu\u00e9 una arquitectura h\u00edbrida?<\/strong><\/h3><p data-start=\"2102\" data-end=\"2350\">Mientras que la computaci\u00f3n de borde ofrece capacidad de respuesta en tiempo real y manejo eficiente de los datos, la computaci\u00f3n en nube centralizada sigue siendo inigualable en su capacidad para realizar an\u00e1lisis a gran escala, almacenamiento a largo plazo, integraci\u00f3n entre sistemas y perspectivas a nivel de pol\u00edticas.<\/p><p data-start=\"2352\" data-end=\"2420\">La implantaci\u00f3n de ciudades inteligentes se beneficia de un <strong data-start=\"2390\" data-end=\"2413\">arquitectura h\u00edbrida<\/strong> donde:<\/p><ul><li data-start=\"2424\" data-end=\"2534\"><strong data-start=\"2424\" data-end=\"2448\">Nodos de borde (Box PC)<\/strong> act\u00faan como procesadores de primera l\u00ednea, acelerando las tareas cr\u00edticas y filtrando los datos.<\/li><li data-start=\"2537\" data-end=\"2665\"><strong data-start=\"2537\" data-end=\"2550\">La nube<\/strong> proporciona orquestaci\u00f3n central, an\u00e1lisis hist\u00f3ricos, formaci\u00f3n de modelos de aprendizaje autom\u00e1tico e inteligencia para toda la ciudad.<\/li><\/ul><p data-start=\"2667\" data-end=\"2680\">Por ejemplo:<\/p><div class=\"_tableContainer_1rjym_1\"><div class=\"_tableWrapper_1rjym_13 group flex w-fit flex-col-reverse\" tabindex=\"-1\"><table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"2682\" data-end=\"3243\"><thead data-start=\"2682\" data-end=\"2788\"><tr data-start=\"2682\" data-end=\"2788\"><th data-start=\"2682\" data-end=\"2703\" data-col-size=\"sm\">Arquitectura<\/th><th data-start=\"2703\" data-end=\"2741\" data-col-size=\"sm\">Puntos fuertes<\/th><th data-start=\"2741\" data-end=\"2788\" data-col-size=\"md\">Casos de uso ideales<\/th><\/tr><\/thead><tbody data-start=\"2896\" data-end=\"3243\"><tr data-start=\"2896\" data-end=\"3003\"><td data-start=\"2896\" data-end=\"2917\" data-col-size=\"sm\">Computaci\u00f3n en nube<\/td><td data-col-size=\"sm\" data-start=\"2917\" data-end=\"2956\">Almacenamiento de macrodatos y an\u00e1lisis en profundidad<\/td><td data-col-size=\"md\" data-start=\"2956\" data-end=\"3003\">Planificaci\u00f3n, previsi\u00f3n de tendencias, elaboraci\u00f3n de pol\u00edticas<\/td><\/tr><tr data-start=\"3004\" data-end=\"3118\"><td data-start=\"3004\" data-end=\"3025\" data-col-size=\"sm\">Computaci\u00f3n de borde<\/td><td data-start=\"3025\" data-end=\"3064\" data-col-size=\"sm\">Control en tiempo real y autonom\u00eda local<\/td><td data-start=\"3064\" data-end=\"3118\" data-col-size=\"md\">Control de intersecciones, alertas de seguridad, actuaci\u00f3n IoT<\/td><\/tr><tr data-start=\"3119\" data-end=\"3243\"><td data-start=\"3119\" data-end=\"3140\" data-col-size=\"sm\">Modelo h\u00edbrido<\/td><td data-start=\"3140\" data-end=\"3179\" data-col-size=\"sm\">Equilibra agilidad e inteligencia<\/td><td data-start=\"3179\" data-end=\"3243\" data-col-size=\"md\">Sistemas integrados como tr\u00e1fico + red el\u00e9ctrica + seguridad p\u00fablica<\/td><\/tr><\/tbody><\/table><\/div><\/div><p data-start=\"3245\" data-end=\"3451\">Aprovechando este enfoque h\u00edbrido, las ciudades inteligentes garantizan la capacidad de respuesta de los dispositivos perif\u00e9ricos al tiempo que mantienen la escalabilidad y la supervisi\u00f3n estrat\u00e9gica de las plataformas en la nube.<\/p><h3 data-start=\"3458\" data-end=\"3513\"><strong data-start=\"3462\" data-end=\"3513\">El papel de Edge en las infraestructuras urbanas<\/strong><\/h3><p data-start=\"3515\" data-end=\"3632\">La integraci\u00f3n de la computaci\u00f3n de borde en los sistemas fundamentales de la infraestructura urbana potencia numerosas aplicaciones urbanas:<\/p><ul><li data-start=\"3636\" data-end=\"3757\"><strong data-start=\"3636\" data-end=\"3663\">Sistemas de control del tr\u00e1fico<\/strong>: Las intersecciones habilitadas en los bordes ajustan din\u00e1micamente la temporizaci\u00f3n de las se\u00f1ales en funci\u00f3n del flujo de veh\u00edculos en tiempo real.<\/li><li data-start=\"3760\" data-end=\"3894\"><strong data-start=\"3760\" data-end=\"3794\">Redes inteligentes y gesti\u00f3n de la energ\u00eda<\/strong>: Los dispositivos Edge interpretan los datos de carga in situ para optimizar la distribuci\u00f3n e integrar las fuentes renovables.<\/li><li data-start=\"3897\" data-end=\"4078\"><strong data-start=\"3897\" data-end=\"3928\">Vigilancia y seguridad urbanas<\/strong>: La detecci\u00f3n de eventos basada en IA (por ejemplo, aglomeraciones, intrusos, accidentes) se ejecuta localmente y activa una respuesta r\u00e1pida sin necesidad de transmitir todo a la nube.<\/li><li data-start=\"4081\" data-end=\"4213\"><strong data-start=\"4081\" data-end=\"4109\">Alumbrado p\u00fablico adaptable<\/strong>: Los nodos de borde aten\u00faan o iluminan las luces en respuesta a la presencia real de peatones o veh\u00edculos, ahorrando energ\u00eda.<\/li><\/ul><p data-start=\"4215\" data-end=\"4398\">Estos sistemas transforman el paisaje urbano de infraestructuras pasivas en sistemas inteligentes con capacidad de respuesta, con <strong>Caja PC<\/strong> como n\u00facleo inform\u00e1tico.\u00a0<\/p><h2 data-start=\"4405\" data-end=\"4459\"><strong data-start=\"4408\" data-end=\"4459\">Box PC como n\u00facleo estrat\u00e9gico de Edge Computing<\/strong><\/h2><h3 data-start=\"4466\" data-end=\"4526\"><strong data-start=\"4470\" data-end=\"4526\">Dise\u00f1o sin ventilador y fiabilidad industrial<\/strong><\/h3><p data-start=\"4528\" data-end=\"4925\">Los Box PC (ordenadores industriales integrados en carcasas resistentes, a menudo met\u00e1licas) est\u00e1n dise\u00f1ados para durar. En <strong data-start=\"4638\" data-end=\"4673\">dise\u00f1o de refrigeraci\u00f3n pasiva sin ventilador<\/strong> minimiza las piezas m\u00f3viles y los problemas de mantenimiento, mientras que los robustos materiales del chasis cumplen una doble funci\u00f3n como disipadores t\u00e9rmicos. Soportan condiciones ambientales extremas, como armarios exteriores cargados de polvo, fuertes vibraciones y rangos de temperatura extremos.<\/p><p data-start=\"4927\" data-end=\"4953\">Las caracter\u00edsticas est\u00e1ndar incluyen:<\/p><ul><li data-start=\"4957\" data-end=\"5016\">Temperaturas de funcionamiento de <strong data-start=\"4985\" data-end=\"5016\">De -25 \u00b0C a +60 \u00b0C (o m\u00e1s)<\/strong><\/li><li data-start=\"5019\" data-end=\"5072\"><strong data-start=\"5019\" data-end=\"5035\">IP65 a IP67<\/strong> resistencia al polvo y al agua<\/li><li data-start=\"5075\" data-end=\"5142\">Cumplimiento de <strong data-start=\"5091\" data-end=\"5107\">MIL-STD-810G<\/strong> para protecci\u00f3n contra golpes y vibraciones<\/li><\/ul><p data-start=\"5144\" data-end=\"5291\">Este dise\u00f1o hace que los Box PC sean ideales para las duras implantaciones en ciudades inteligentes, donde la fiabilidad no es negociable.<\/p><h3 data-start=\"5298\" data-end=\"5355\"><strong data-start=\"5302\" data-end=\"5355\">Interfaces de E\/S para la integraci\u00f3n de sistemas<\/strong><\/h3><p data-start=\"5357\" data-end=\"5535\">Los casos de uso de las ciudades inteligentes requieren dispositivos perif\u00e9ricos que interact\u00faen con una amplia variedad de sensores, redes y sistemas de control. Los Box PC ofrecen flexibilidad gracias a su gran cantidad de E\/S:<\/p><ul><li data-start=\"5539\" data-end=\"5581\">Varios puertos Ethernet (algunos con PoE)<\/li><li data-start=\"5584\" data-end=\"5621\">Puertos serie (RS-232, RS-422, RS-485)<\/li><li data-start=\"5624\" data-end=\"5642\">E\/S digitales (GPIO)<\/li><li data-start=\"5645\" data-end=\"5691\">Compatibilidad con buses de campo (CAN Bus, Modbus, etc.)<\/li><li data-start=\"5694\" data-end=\"5770\">Ranuras de expansi\u00f3n como M.2 o Mini PCIe para a\u00f1adir m\u00f3dulos 4G\/5G, Wi-Fi o IA.<\/li><\/ul><p data-start=\"5772\" data-end=\"5943\">Esta conectividad diversa garantiza una integraci\u00f3n perfecta en configuraciones que van desde armarios de se\u00f1ales de tr\u00e1fico hasta sistemas de automatizaci\u00f3n de edificios.<\/p><h3 data-start=\"5950\" data-end=\"6017\"><strong data-start=\"5954\" data-end=\"6017\">Preparado para IA: Admite GPU, TPU y expansi\u00f3n de m\u00f3dulos de IA.<\/strong><\/h3><p data-start=\"6019\" data-end=\"6153\">Los Box PC modernos van m\u00e1s all\u00e1 de la simple recopilaci\u00f3n de datos: est\u00e1n dise\u00f1ados para la inferencia de IA en el dispositivo. Incorporan aceleradores de IA como:<\/p><ul><li data-start=\"6157\" data-end=\"6182\"><strong data-start=\"6157\" data-end=\"6174\">NVIDIA Jetson<\/strong> m\u00f3dulos<\/li><li data-start=\"6185\" data-end=\"6214\"><strong data-start=\"6185\" data-end=\"6214\">Intel Movidius (OpenVINO)<\/strong><\/li><li data-start=\"6217\" data-end=\"6244\"><strong data-start=\"6217\" data-end=\"6244\">Google Coral (TPU Edge)<\/strong><\/li><li data-start=\"6247\" data-end=\"6297\">Tarjetas GPU dedicadas o TPU de IA a trav\u00e9s de ranuras de expansi\u00f3n<\/li><\/ul><p data-start=\"6299\" data-end=\"6453\">Estas incorporaciones permiten el an\u00e1lisis de im\u00e1genes en tiempo real, el reconocimiento de comportamientos, la detecci\u00f3n de anomal\u00edas y mucho m\u00e1s, evitando la necesidad de enviar se\u00f1ales de v\u00eddeo sin procesar a la nube.<\/p><p data-start=\"6455\" data-end=\"6611\">Las implantaciones de IA en los bordes est\u00e1n ampliamente probadas en escenarios como la vigilancia, el an\u00e1lisis del tr\u00e1fico y la detecci\u00f3n de anomal\u00edas energ\u00e9ticas.<\/p><h2 data-start=\"6618\" data-end=\"6685\"><strong data-start=\"6621\" data-end=\"6685\">Implantaciones en el mundo real: Box PC en escenarios de ciudades inteligentes<\/strong><\/h2><h3 data-start=\"6692\" data-end=\"6763\"><strong data-start=\"6696\" data-end=\"6763\">Tr\u00e1fico Inteligente: Detecci\u00f3n de veh\u00edculos y optimizaci\u00f3n de se\u00f1ales<\/strong><\/h3><p data-start=\"6765\" data-end=\"6813\">Los Box PC desempe\u00f1an funciones cr\u00edticas en los sistemas de tr\u00e1fico:<\/p><ul><li data-start=\"6817\" data-end=\"6873\">Desplegados en armarios de se\u00f1ales o nodos de control de tr\u00e1nsito<\/li><li data-start=\"6876\" data-end=\"6931\">Analiza el v\u00eddeo en directo y las entradas de los sensores para detectar veh\u00edculos<\/li><li data-start=\"6934\" data-end=\"7006\">Ajuste din\u00e1mico de la secuencia de se\u00f1ales en funci\u00f3n de los patrones de tr\u00e1fico en tiempo real.<\/li><li data-start=\"7009\" data-end=\"7067\">Seguir funcionando de forma aut\u00f3noma en caso de fallo de la red<\/li><\/ul><p data-start=\"7069\" data-end=\"7309\"><strong data-start=\"7069\" data-end=\"7091\">Valores clave<\/strong> menor congesti\u00f3n, mayor seguridad y rapidez en la toma de decisiones a nivel local. Las intersecciones inteligentes de todo el mundo act\u00faan ahora como nodos inteligentes, adapt\u00e1ndose inmediatamente a los cambios en el flujo de veh\u00edculos.<\/p><h3 data-start=\"7316\" data-end=\"7386\"><strong data-start=\"7320\" data-end=\"7386\">Energ\u00eda inteligente: An\u00e1lisis de subestaciones y contadores inteligentes<\/strong><\/h3><p data-start=\"7388\" data-end=\"7420\">En entornos de redes inteligentes, Box PC:<\/p><ul><li data-start=\"7424\" data-end=\"7482\">Recopilaci\u00f3n de datos de sensores y contadores a trav\u00e9s de Modbus o CAN Bus<\/li><li data-start=\"7485\" data-end=\"7546\">Realizar localmente el tratamiento inicial de los datos y la detecci\u00f3n de anomal\u00edas<\/li><li data-start=\"7549\" data-end=\"7596\">Ayuda a redistribuir la carga en funci\u00f3n de las condiciones de vida<\/li><li data-start=\"7599\" data-end=\"7646\">Reducir la dependencia de la nube y el consumo de ancho de banda<\/li><\/ul><p data-start=\"7648\" data-end=\"7796\">Esta \u00f3ptica de computaci\u00f3n local garantiza tanto la eficiencia como la r\u00e1pida detecci\u00f3n de fallos en infraestructuras cr\u00edticas para la energ\u00eda.\u00a0<\/p><h3 data-start=\"7803\" data-end=\"7863\"><strong data-start=\"7807\" data-end=\"7863\">Seguridad urbana: Vigilancia por IA y alertas de sucesos<\/strong><\/h3><p data-start=\"7865\" data-end=\"7975\">Los Box PC se despliegan cada vez m\u00e1s en estaciones, centros comerciales y zonas urbanas de mucho tr\u00e1fico con tareas de vigilancia de IA:<\/p><ul><li data-start=\"7979\" data-end=\"8067\">Reconocimiento facial, detecci\u00f3n de intrusos o an\u00e1lisis del comportamiento de multitudes en tiempo real<\/li><li data-start=\"8070\" data-end=\"8133\">Activar alertas (por ejemplo, de merodeo, intrusi\u00f3n, ca\u00eddas) al instante<\/li><li data-start=\"8136\" data-end=\"8190\">Mejorar la privacidad de los datos y reducir los datos de v\u00eddeo transmitidos<\/li><\/ul><p data-start=\"8192\" data-end=\"8396\">Los dispositivos Edge AI han demostrado m\u00e1s de <strong data-start=\"8231\" data-end=\"8293\">95% Precisi\u00f3n de detecci\u00f3n en sistemas de aparcamiento inteligente reales<\/strong>lo que subraya su fiabilidad en aplicaciones cr\u00edticas para la seguridad.\u00a0<\/p><h2 data-start=\"8403\" data-end=\"8450\"><strong data-start=\"8406\" data-end=\"8450\">Criterios clave de selecci\u00f3n de los Box PC<\/strong><\/h2><h3 data-start=\"8457\" data-end=\"8518\"><strong data-start=\"8461\" data-end=\"8518\">Alineaci\u00f3n de E\/S y ampliaci\u00f3n con las necesidades de implantaci\u00f3n<\/strong><\/h3><p data-start=\"8520\" data-end=\"8612\">Para elegir el Box PC adecuado, hay que comparar los requisitos de la interfaz con los objetivos de implantaci\u00f3n:<\/p><div class=\"_tableContainer_1rjym_1\"><div class=\"_tableWrapper_1rjym_13 group flex w-fit flex-col-reverse\" tabindex=\"-1\"><table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"8614\" data-end=\"8963\"><thead data-start=\"8614\" data-end=\"8682\"><tr data-start=\"8614\" data-end=\"8682\"><th data-start=\"8614\" data-end=\"8644\" data-col-size=\"sm\">Escenario de implantaci\u00f3n<\/th><th data-start=\"8644\" data-end=\"8682\" data-col-size=\"sm\">Interfaces necesarias<\/th><\/tr><\/thead><tbody data-start=\"8752\" data-end=\"8963\"><tr data-start=\"8752\" data-end=\"8825\"><td data-start=\"8752\" data-end=\"8782\" data-col-size=\"sm\">Control de cruces de tr\u00e1fico<\/td><td data-start=\"8782\" data-end=\"8825\" data-col-size=\"sm\">PoE Ethernet, puertos serie, E\/S digitales<\/td><\/tr><tr data-start=\"8826\" data-end=\"8894\"><td data-start=\"8826\" data-end=\"8856\" data-col-size=\"sm\">Automatizaci\u00f3n de edificios<\/td><td data-col-size=\"sm\" data-start=\"8856\" data-end=\"8894\">Bus CAN, Modbus, GPIO<\/td><\/tr><tr data-start=\"8895\" data-end=\"8963\"><td data-start=\"8895\" data-end=\"8925\" data-col-size=\"sm\">Gesti\u00f3n de la energ\u00eda<\/td><td data-start=\"8925\" data-end=\"8963\" data-col-size=\"sm\">USB, serie, expansi\u00f3n M.2<\/td><\/tr><\/tbody><\/table><\/div><\/div><p data-start=\"8965\" data-end=\"9093\">Entre los principales factores de decisi\u00f3n se incluye la disponibilidad de ranuras de expansi\u00f3n para m\u00f3dulos de conectividad, aceleradores de IA o mejoras de almacenamiento.<\/p><h3 data-start=\"9100\" data-end=\"9163\"><strong data-start=\"9104\" data-end=\"9163\">Evaluaci\u00f3n de las caracter\u00edsticas ambientales y de robustez<\/strong><\/h3><p data-start=\"9165\" data-end=\"9248\">Los entornos exteriores o interiores dif\u00edciles exigen un cumplimiento estricto de las especificaciones medioambientales:<\/p><div class=\"_tableContainer_1rjym_1\"><div class=\"_tableWrapper_1rjym_13 group flex w-fit flex-col-reverse\" tabindex=\"-1\"><table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"9250\" data-end=\"9682\"><thead data-start=\"9250\" data-end=\"9321\"><tr data-start=\"9250\" data-end=\"9321\"><th data-start=\"9250\" data-end=\"9279\" data-col-size=\"sm\">Caracter\u00edstica<\/th><th data-start=\"9279\" data-end=\"9321\" data-col-size=\"sm\">Especificaciones recomendadas<\/th><\/tr><\/thead><tbody data-start=\"9394\" data-end=\"9682\"><tr data-start=\"9394\" data-end=\"9465\"><td data-start=\"9394\" data-end=\"9423\" data-col-size=\"sm\">Temperatura de funcionamiento<\/td><td data-start=\"9423\" data-end=\"9465\" data-col-size=\"sm\">De -20 \u00b0C a +70 \u00b0C o m\u00e1s<\/td><\/tr><tr data-start=\"9466\" data-end=\"9537\"><td data-start=\"9466\" data-end=\"9495\" data-col-size=\"sm\">Protecci\u00f3n contra la penetraci\u00f3n<\/td><td data-start=\"9495\" data-end=\"9537\" data-col-size=\"sm\">IP65 o superior<\/td><\/tr><tr data-start=\"9538\" data-end=\"9610\"><td data-start=\"9538\" data-end=\"9567\" data-col-size=\"sm\">Robustez mec\u00e1nica<\/td><td data-start=\"9567\" data-end=\"9610\" data-col-size=\"sm\">Conformidad con la norma MIL-STD-810G sobre golpes y vibraciones<\/td><\/tr><tr data-start=\"9611\" data-end=\"9682\"><td data-start=\"9611\" data-end=\"9640\" data-col-size=\"sm\">Inmunidad electromagn\u00e9tica<\/td><td data-col-size=\"sm\" data-start=\"9640\" data-end=\"9682\">CE \/ FCC Clase A\/B, clasificaciones EMC<\/td><\/tr><\/tbody><\/table><\/div><\/div><p data-start=\"9684\" data-end=\"9804\">Garantizan que el Box PC funcione sin fallos, a pesar del polvo, las vibraciones, las temperaturas extremas o las interferencias el\u00e9ctricas.<\/p><h3 data-start=\"9811\" data-end=\"9869\"><strong data-start=\"9815\" data-end=\"9869\">Certificaciones y garant\u00eda de suministro a largo plazo<\/strong><\/h3><p data-start=\"9871\" data-end=\"9949\">Los proyectos de infraestructuras de ciudades inteligentes exigen durabilidad y disponibilidad permanente:<\/p><ul><li data-start=\"9953\" data-end=\"9995\"><strong data-start=\"9953\" data-end=\"9995\">5-7 a\u00f1os de compromiso de suministro de productos<\/strong><\/li><li data-start=\"9998\" data-end=\"10048\">Certificaciones mundiales de seguridad: <strong data-start=\"10028\" data-end=\"10048\">UL, CE, FCC, CCC<\/strong><\/li><li data-start=\"10051\" data-end=\"10132\">Soporte del fabricante: <strong data-start=\"10073\" data-end=\"10132\">diagn\u00f3stico remoto, actualizaciones de firmware OTA, personalizaci\u00f3n<\/strong><\/li><\/ul><p data-start=\"10134\" data-end=\"10229\">Estas consideraciones mitigan el riesgo y favorecen la continuidad del aprovisionamiento en despliegues prolongados.<\/p><h2 data-start=\"10236\" data-end=\"10281\"><strong data-start=\"10239\" data-end=\"10281\">Preguntas m\u00e1s frecuentes (FAQ)<\/strong><\/h2><h3 data-start=\"10288\" data-end=\"10344\"><strong data-start=\"10292\" data-end=\"10344\">\u00bfPueden los PC Box soportar la inferencia de IA en Edge?<\/strong><\/h3><p data-start=\"10346\" data-end=\"10407\">Absolutamente. Los Box PC modernos est\u00e1n dise\u00f1ados para soportar cargas de trabajo de IA:<\/p><ul><li data-start=\"10411\" data-end=\"10474\">Capacidad de ampliaci\u00f3n mediante M.2 o Mini PCIe para aceleradores de IA<\/li><li data-start=\"10477\" data-end=\"10530\">Compatibilidad con m\u00f3dulos Jetson, Movidius, Edge TPU<\/li><li data-start=\"10533\" data-end=\"10588\">Integraciones con marcos como TensorRT y OpenVINO<\/li><\/ul><p data-start=\"10590\" data-end=\"10719\">Permiten el funcionamiento localizado de la IA para tareas como el reconocimiento facial, la identificaci\u00f3n de matr\u00edculas y el an\u00e1lisis del comportamiento.<\/p><h3 data-start=\"10726\" data-end=\"10781\"><strong data-start=\"10730\" data-end=\"10781\">\u00bfC\u00f3mo instalar correctamente un Box PC en el exterior?<\/strong><\/h3><p data-start=\"10783\" data-end=\"10822\">Para uso en exteriores:<\/p><div class=\"_tableContainer_1rjym_1\"><div class=\"_tableWrapper_1rjym_13 group flex w-fit flex-col-reverse\" tabindex=\"-1\"><table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"10824\" data-end=\"11254\"><thead data-start=\"10824\" data-end=\"10891\"><tr data-start=\"10824\" data-end=\"10891\"><th data-start=\"10824\" data-end=\"10843\" data-col-size=\"sm\">Consideraci\u00f3n<\/th><th data-start=\"10843\" data-end=\"10891\" data-col-size=\"md\">Enfoque recomendado<\/th><\/tr><\/thead><tbody data-start=\"10961\" data-end=\"11254\"><tr data-start=\"10961\" data-end=\"11037\"><td data-start=\"10961\" data-end=\"10981\" data-col-size=\"sm\">Vivienda<\/td><td data-start=\"10981\" data-end=\"11037\" data-col-size=\"md\">Carcasas con clasificaci\u00f3n IP65\/IP67 para resistencia al agua\/polvo<\/td><\/tr><tr data-start=\"11038\" data-end=\"11110\"><td data-start=\"11038\" data-end=\"11058\" data-col-size=\"sm\">Refrigeraci\u00f3n<\/td><td data-start=\"11058\" data-end=\"11110\" data-col-size=\"md\">Dise\u00f1o sin ventilador con eficaz disipador t\u00e9rmico de aluminio<\/td><\/tr><tr data-start=\"11111\" data-end=\"11184\"><td data-start=\"11111\" data-end=\"11131\" data-col-size=\"sm\">Fuente de alimentaci\u00f3n<\/td><td data-start=\"11131\" data-end=\"11184\" data-col-size=\"md\">Entrada de CC de amplio rango (por ejemplo, 9-36 V) con protecci\u00f3n<\/td><\/tr><tr data-start=\"11185\" data-end=\"11254\"><td data-start=\"11185\" data-end=\"11205\" data-col-size=\"sm\">Opciones de montaje<\/td><td data-start=\"11205\" data-end=\"11254\" data-col-size=\"md\">Montaje flexible en pared, carril DIN o VESA<\/td><\/tr><\/tbody><\/table><\/div><\/div><p data-start=\"11256\" data-end=\"11359\">Los accesorios opcionales, como los m\u00f3dulos SAI o los sistemas de carga solar, mejoran la resistencia en lugares remotos.<\/p><h3 data-start=\"11366\" data-end=\"11433\"><strong data-start=\"11370\" data-end=\"11433\">\u00bfEn qu\u00e9 se diferencian los Box PC de los PC integrados tradicionales?<\/strong><\/h3><div class=\"_tableContainer_1rjym_1\"><div class=\"_tableWrapper_1rjym_13 group flex w-fit flex-col-reverse\" tabindex=\"-1\"><table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"11435\" data-end=\"12156\"><thead data-start=\"11435\" data-end=\"11553\"><tr data-start=\"11435\" data-end=\"11553\"><th data-start=\"11435\" data-end=\"11459\" data-col-size=\"sm\">Caracter\u00edstica<\/th><th data-start=\"11459\" data-end=\"11507\" data-col-size=\"md\">Caja PC<\/th><th data-start=\"11507\" data-end=\"11553\" data-col-size=\"md\">PC integrado tradicional<\/th><\/tr><\/thead><tbody data-start=\"11672\" data-end=\"12156\"><tr data-start=\"11672\" data-end=\"11791\"><td data-start=\"11672\" data-end=\"11696\" data-col-size=\"sm\">Flexibilidad de ampliaci\u00f3n<\/td><td data-col-size=\"md\" data-start=\"11696\" data-end=\"11744\">Ampliaciones modulares de E\/S, IA y comunicaciones<\/td><td data-col-size=\"md\" data-start=\"11744\" data-end=\"11791\">Normalmente fija, modularidad limitada<\/td><\/tr><tr data-start=\"11792\" data-end=\"11911\"><td data-start=\"11792\" data-end=\"11816\" data-col-size=\"sm\">Capacidad de IA<\/td><td data-start=\"11816\" data-end=\"11864\" data-col-size=\"md\">Admite GPU, TPU, Jetson y m\u00f3dulos VPU<\/td><td data-col-size=\"md\" data-start=\"11864\" data-end=\"11911\">Rara vez admite el procesamiento de IA de vanguardia<\/td><\/tr><tr data-start=\"11912\" data-end=\"12033\"><td data-start=\"11912\" data-end=\"11938\" data-col-size=\"sm\">Versatilidad de integraci\u00f3n<\/td><td data-start=\"11938\" data-end=\"11986\" data-col-size=\"md\">Amplio soporte de interfaces para m\u00faltiples protocolos<\/td><td data-start=\"11986\" data-end=\"12033\" data-col-size=\"md\">A menudo adaptados a tareas industriales espec\u00edficas<\/td><\/tr><tr data-start=\"12034\" data-end=\"12156\"><td data-start=\"12034\" data-end=\"12058\" data-col-size=\"sm\">Despliegue de objetivos<\/td><td data-col-size=\"md\" data-start=\"12058\" data-end=\"12105\">Dise\u00f1ado para la inteligencia artificial y la automatizaci\u00f3n inteligente<\/td><td data-col-size=\"md\" data-start=\"12105\" data-end=\"12156\">Orientado a sistemas de automatizaci\u00f3n y control heredados<\/td><\/tr><\/tbody><\/table><\/div><\/div><p data-start=\"12158\" data-end=\"12280\">Los Box PC se han dise\u00f1ado espec\u00edficamente para casos de uso modernos e inteligentes y ofrecen la adaptabilidad de la que carecen los sistemas integrados tradicionales.<\/p><h2 data-start=\"208\" data-end=\"278\"><strong data-start=\"213\" data-end=\"278\">Productos Box PC recomendados para aplicaciones Smart City<\/strong><\/h2><p data-start=\"280\" data-end=\"564\">Los Box PC sirven como nodos inform\u00e1ticos de misi\u00f3n cr\u00edtica en entornos de ciudades inteligentes. Nuestra gama de productos aborda los retos exclusivos de la inform\u00e1tica perif\u00e9rica en los sectores del transporte, la energ\u00eda, la vigilancia y las infraestructuras p\u00fablicas. Cada modelo est\u00e1 dise\u00f1ado para ofrecer rendimiento, durabilidad y flexibilidad.<\/p><h3 data-start=\"571\" data-end=\"633\"><strong data-start=\"575\" data-end=\"633\">Box PC de IA de alto rendimiento (compatibles con GPU\/TPU)<\/strong><\/h3><p data-start=\"635\" data-end=\"672\">Ideal para tareas intensivas de IA como:<\/p><ul><li data-start=\"676\" data-end=\"702\">Centros de vigilancia inteligentes<\/li><li data-start=\"705\" data-end=\"728\">An\u00e1lisis de seguridad p\u00fablica<\/li><li data-start=\"731\" data-end=\"754\">Centros de gesti\u00f3n del tr\u00e1fico<\/li><\/ul><p data-start=\"756\" data-end=\"773\"><strong data-start=\"756\" data-end=\"773\">Caracter\u00edsticas principales:<\/strong><\/p><div class=\"_tableContainer_1rjym_1\"><div class=\"_tableWrapper_1rjym_13 group flex w-fit flex-col-reverse\" tabindex=\"-1\"><table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"775\" data-end=\"1266\"><thead data-start=\"775\" data-end=\"844\"><tr data-start=\"775\" data-end=\"844\"><th data-start=\"775\" data-end=\"796\" data-col-size=\"sm\">Especificaci\u00f3n<\/th><th data-start=\"796\" data-end=\"844\" data-col-size=\"md\">Detalles<\/th><\/tr><\/thead><tbody data-start=\"915\" data-end=\"1266\"><tr data-start=\"915\" data-end=\"985\"><td data-start=\"915\" data-end=\"936\" data-col-size=\"sm\">Procesador<\/td><td data-start=\"936\" data-end=\"985\" data-col-size=\"md\">Plataformas Intel\u00ae Core\u2122 o NVIDIA\u00ae Jetson\u2122.<\/td><\/tr><tr data-start=\"986\" data-end=\"1055\"><td data-start=\"986\" data-end=\"1007\" data-col-size=\"sm\">Apoyo a la IA<\/td><td data-start=\"1007\" data-end=\"1055\" data-col-size=\"md\">Compatible con NVIDIA RTX \/ Jetson, VPU\/TPU<\/td><\/tr><tr data-start=\"1056\" data-end=\"1125\"><td data-start=\"1056\" data-end=\"1077\" data-col-size=\"sm\">Opciones de ampliaci\u00f3n<\/td><td data-start=\"1077\" data-end=\"1125\" data-col-size=\"md\">M.2 \/ Mini PCIe para IA y mods de conectividad<\/td><\/tr><tr data-start=\"1126\" data-end=\"1196\"><td data-start=\"1126\" data-end=\"1147\" data-col-size=\"sm\">Interfaces de E\/S<\/td><td data-start=\"1147\" data-end=\"1196\" data-col-size=\"md\">M\u00faltiples puertos USB, PoE LAN, puertos serie<\/td><\/tr><tr data-start=\"1197\" data-end=\"1266\"><td data-start=\"1197\" data-end=\"1218\" data-col-size=\"sm\">Beneficio \u00fanico<\/td><td data-start=\"1218\" data-end=\"1266\" data-col-size=\"md\">Inferencia de IA en tiempo real, arquitectura modular<\/td><\/tr><\/tbody><\/table><\/div><\/div><h3 data-start=\"1273\" data-end=\"1330\"><strong data-start=\"1277\" data-end=\"1330\">PC industriales en caja sin ventilador (dise\u00f1o robusto)<\/strong><\/h3><p data-start=\"1332\" data-end=\"1371\">Dise\u00f1ado para entornos dif\u00edciles como:<\/p><ul><li data-start=\"1375\" data-end=\"1401\">Cerramientos de tr\u00e1fico exterior<\/li><li data-start=\"1404\" data-end=\"1420\">Pol\u00edgonos industriales<\/li><li data-start=\"1423\" data-end=\"1442\">Subestaciones el\u00e9ctricas<\/li><\/ul><p data-start=\"1444\" data-end=\"1461\"><strong data-start=\"1444\" data-end=\"1461\">Caracter\u00edsticas principales:<\/strong><\/p><div class=\"_tableContainer_1rjym_1\"><div class=\"_tableWrapper_1rjym_13 group flex w-fit flex-col-reverse\" tabindex=\"-1\"><table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"1463\" data-end=\"1923\"><thead data-start=\"1463\" data-end=\"1528\"><tr data-start=\"1463\" data-end=\"1528\"><th data-start=\"1463\" data-end=\"1484\" data-col-size=\"sm\">Especificaci\u00f3n<\/th><th data-start=\"1484\" data-end=\"1528\" data-col-size=\"sm\">Detalles<\/th><\/tr><\/thead><tbody data-start=\"1595\" data-end=\"1923\"><tr data-start=\"1595\" data-end=\"1660\"><td data-start=\"1595\" data-end=\"1616\" data-col-size=\"sm\">Refrigeraci\u00f3n<\/td><td data-start=\"1616\" data-end=\"1660\" data-col-size=\"sm\">Sin ventilador con carcasa disipadora de calor totalmente met\u00e1lica<\/td><\/tr><tr data-start=\"1661\" data-end=\"1726\"><td data-start=\"1661\" data-end=\"1682\" data-col-size=\"sm\">Temperatura<\/td><td data-start=\"1682\" data-end=\"1726\" data-col-size=\"sm\">-40 \u00b0C a +70 \u00b0C<\/td><\/tr><tr data-start=\"1727\" data-end=\"1792\"><td data-start=\"1727\" data-end=\"1748\" data-col-size=\"sm\">Entrada de alimentaci\u00f3n<\/td><td data-start=\"1748\" data-end=\"1792\" data-col-size=\"sm\">Entrada de CC de amplio rango (9-36 V)<\/td><\/tr><tr data-start=\"1793\" data-end=\"1857\"><td data-start=\"1793\" data-end=\"1814\" data-col-size=\"sm\">Opciones de montaje<\/td><td data-start=\"1814\" data-end=\"1857\" data-col-size=\"sm\">Admite montaje en carril DIN, pared o VESA<\/td><\/tr><tr data-start=\"1858\" data-end=\"1923\"><td data-start=\"1858\" data-end=\"1879\" data-col-size=\"sm\">Certificaciones<\/td><td data-start=\"1879\" data-end=\"1923\" data-col-size=\"sm\">CE, FCC, EMC, MIL-STD-810G<\/td><\/tr><\/tbody><\/table><\/div><\/div><h3 data-start=\"1930\" data-end=\"1986\"><strong data-start=\"1934\" data-end=\"1986\">IoT Gateway Box PC compatibles con protocolos<\/strong><\/h3><p data-start=\"1988\" data-end=\"2070\">Perfecto para la automatizaci\u00f3n de edificios, la supervisi\u00f3n de la energ\u00eda y la comunicaci\u00f3n entre varios dispositivos.<\/p><p data-start=\"2072\" data-end=\"2089\"><strong data-start=\"2072\" data-end=\"2089\">Caracter\u00edsticas principales:<\/strong><\/p><div class=\"_tableContainer_1rjym_1\"><div class=\"_tableWrapper_1rjym_13 group flex w-fit flex-col-reverse\" tabindex=\"-1\"><table class=\"w-fit min-w-(--thread-content-width)\" data-start=\"2091\" data-end=\"2608\"><thead data-start=\"2091\" data-end=\"2164\"><tr data-start=\"2091\" data-end=\"2164\"><th data-start=\"2091\" data-end=\"2112\" data-col-size=\"sm\">Especificaci\u00f3n<\/th><th data-start=\"2112\" data-end=\"2164\" data-col-size=\"md\">Detalles<\/th><\/tr><\/thead><tbody data-start=\"2239\" data-end=\"2608\"><tr data-start=\"2239\" data-end=\"2312\"><td data-start=\"2239\" data-end=\"2260\" data-col-size=\"sm\">Comunicaci\u00f3n<\/td><td data-start=\"2260\" data-end=\"2312\" data-col-size=\"md\">RS-232\/422\/485, Modbus, bus CAN, DI\/DO<\/td><\/tr><tr data-start=\"2313\" data-end=\"2386\"><td data-start=\"2313\" data-end=\"2334\" data-col-size=\"sm\">Expansi\u00f3n inal\u00e1mbrica<\/td><td data-start=\"2334\" data-end=\"2386\" data-col-size=\"md\">Compatible con m\u00f3dulos Wi-Fi, 4G\/5G y LoRa<\/td><\/tr><tr data-start=\"2387\" data-end=\"2460\"><td data-start=\"2387\" data-end=\"2408\" data-col-size=\"sm\">Almacenamiento<\/td><td data-start=\"2408\" data-end=\"2460\" data-col-size=\"md\">Compatible con eMMC de alta capacidad y SSD<\/td><\/tr><tr data-start=\"2461\" data-end=\"2534\"><td data-start=\"2461\" data-end=\"2482\" data-col-size=\"sm\">Compatibilidad con sistemas operativos<\/td><td data-start=\"2482\" data-end=\"2534\" data-col-size=\"md\">Linux, Ubuntu, Windows; preparado para Docker<\/td><\/tr><tr data-start=\"2535\" data-end=\"2608\"><td data-start=\"2535\" data-end=\"2556\" data-col-size=\"sm\">Beneficio \u00fanico<\/td><td data-start=\"2556\" data-end=\"2608\" data-col-size=\"md\">Bajo consumo, alta conectividad, ideal para el borde IoT<\/td><\/tr><\/tbody><\/table><\/div><\/div><p data-start=\"2615\" data-end=\"2812\">\ud83d\udcde <strong data-start=\"2618\" data-end=\"2659\">\u00bfNecesita ayuda para elegir el Box PC adecuado?<\/strong><br data-start=\"2659\" data-end=\"2662\" \/>Nuestro equipo t\u00e9cnico est\u00e1 preparado para ayudarle con recomendaciones personalizadas, planificaci\u00f3n de la integraci\u00f3n y asistencia preventa adaptada a la implantaci\u00f3n de ciudades inteligentes.<a href=\"https:\/\/beyondinfosys.com\/es\/pongase-en-contacto-con\/\"> P\u00f3ngase en contacto con nosotros.<\/a><\/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\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Smart City Trends and the Rise of Edge Computing Why Smart Cities Need Edge Computing As urban environments become increasingly data-driven, streets, transit hubs, utilities, and public spaces generate massive volumes of data each moment\u2014video feeds from surveillance cameras, sensor readings from traffic and environmental monitors, smart grid telemetry, and more. Routing all of this [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":4311,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[33,35],"tags":[],"class_list":["post-4282","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry-news","category-technique"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.0 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Smart City Edge Computing Industrial Box PC Solutions - Beyond Info Sys<\/title>\n<meta name=\"description\" content=\"Explore how industrial-grade Box PCs enable real-time edge computing for smart cities. 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