La Revolución de los datos en la fabricación: Aplicando principios Lean para la gestión eficiente

En el mundo de la fabricación moderna, una planta no solo produce bienes, sino que también se erige como una fábrica de datos. Cada activo, producto, proceso y sistema en una planta genera una cantidad sorprendente de datos. Según IBM, una fábrica promedio genera 1 TB de datos de producción cada día. Estos datos, una vez procesados y analizados adecuadamente, tienen el potencial de transformar la eficiencia operativa y la toma de decisiones estratégicas en la industria manufacturera.

Desafíos de los datos sin procesar y no estructurados

Sin embargo, trabajar con datos sin procesar y no estructurados presenta sus propios desafíos. Estos datos, que originalmente se concibieron para el control de procesos, carecen de contexto y estandarización. Además, su volumen, velocidad y variedad están en constante aumento, lo que los convierte en una materia prima difícil de manejar.

Aplicando principios Lean a la gestión de datos

Afortunadamente, los fabricantes ya tienen a su disposición un marco efectivo para abordar estos desafíos: los principios de la manufactura Lean. Siguiendo los pasos clave definidos por James Womack y Dan Jones, los fabricantes pueden aplicar conceptos Lean a la gestión eficiente de datos.

  1. Propósito: Al igual que una iniciativa lean debe apuntar a un valor para el cliente, los fabricantes deben identificar quién y para qué se utilizan sus datos. Diferentes partes interesadas internas, como garantía de calidad, mantenimiento, finanzas y gestión de la cadena de suministro, pueden necesitar acceso a estos datos para resolver una variedad de problemas.
  2. Proceso: Después de definir el propósito, los fabricantes pueden centrarse en cómo cumplir su objetivo. Al igual que en el mapeo del flujo de valor en la manufactura Lean, los fabricantes deben mapear el flujo de datos para reducir la complejidad arquitectónica y evitar interrupciones en los datos. Esto implica crear flujo de datos y establecer un sistema de extracción para garantizar que solo se almacenen y procesen los datos necesarios para lograr un caso de uso específico.
  3. Personas: Para mantener los proyectos Lean en marcha, es crucial establecer ciclos de mejora frecuentes y designar un administrador de flujo de valor. En el contexto de la preparación de datos, esto implica la gobernanza de datos y la comunicación multifuncional. Los fabricantes deben determinar quién supervisará el proyecto de datos y superará la etapa piloto, lo que puede implicar la creación de nuevos roles como ingeniero de datos, arquitecto de soluciones y director de transformación digital.

Habilitando datos eficientes

Al aplicar principios Lean a la gestión de datos, los fabricantes pueden reducir el desperdicio de datos y mejorar la eficiencia operativa. Al mapear cómo fluyen los datos desde una operación específica hasta su destino final, los fabricantes pueden identificar áreas de mejora y optimizar sus procesos de preparación de datos.

Transformando datos industriales en información

Si los datos son la materia prima de los negocios, entonces la planta está repleta de este recurso. Al utilizar herramientas y tecnologías que han transformado la fabricación durante décadas, los fabricantes pueden convertir sus datos industriales en información valiosa y abrir las puertas a una fábrica de datos eficiente. Con una gestión eficiente de datos, las plantas pueden maximizar la eficiencia operativa, reducir los costos y mantenerse competitivas en un mercado en constante cambio.

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After Su Ziyang heard this, he said a few words of concern on the surface, but he was secretly happy in his heart.Qin Su took the clothes handed over by the second sister.

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With this collision, Meng Jingzhe s expression turned pale.His original worries about Jinghe Jianzun disappeared in an instant.

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Meng Xiaotian s whole body was wrapped in white spider silk, as if Indulge In The Sweet Taste Of Serenity A Comprehensive Review Of Peach Oakz Ring Cbd Gummies Fz78 trapped in a huge cocoon, without the slightest sound coming.Confucian Christmas was born.Four hundred years after the birth of Jianzheng, it was more En Why The Best Acv Keto Gummies Became K9np354t 2025s Must Have For Weight Management In Seattle Dqzj than 1,200 years ago, the age when Confucian saints were born and active.

I hope that Nine Tailed Fox can solve the problem of the descendants of gods and demons as soon as possible and eliminate hidden dangers.If he doesn t get angry, it doesn t mean he won t kill.

Xu Qi an took a step forward and appeared in front of Gu God.The water droplets were on his body, because he came here, everything was just right, obviously he was in the Dragon Singing Stone It took a long time there, but I didn t miss En Valerie Bertinelli Weight Loss A Journey Through Healthy Eating Fknzw2 K3ze the slightest bit of drama here.

At this time, it was too late to think about the shadow jumping.Already anxious, and knowing that the relationship between this beautiful woman of the Gu clan and Xu Qi an is ambiguous, of course he won t give her a good face.

He joined the Yijian sect and was under Jinghe Jianzun s sect.Even the communication with Sixi was very difficult.

An opponent is like an opponent.One sword after another.This time, the Buddha didn t let him get what he wished, and Fudo Ming Wang Dharmaxiang formed a mudra with both hands, sealed off the battlefield, and let the energy machine hit the space barrier.