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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Lei Hui was desperate, Liu Yun also snorted coldly, he has no backbone at all, a person like you is not worthy to be my disciple of Tianlei Palace.Seeing the appearance of the thunder calamity, it was very scary.

Only Lin Xuan was left, and Young Master Xiaoyao who was kneeling beside him.Seeing the two walking forward, the gray haired man glanced at Lin Xuan, and said via voice transmission, Be careful.

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Lin Xuan took out the key. It was a bronze key, very simple and simple, with countless dao patterns scattered on it, exuding a mysterious atmosphere.Shanhai City Qing nationality. The people in Misty Peak frowned tightly, this is not in their area at all, why did the other party come to them Is there any conspiracy The elder waved his hand, and the holy king left.

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Qier, nonsense. Xuanhai was furious and sealed. Xueqi had black frost on her body, blocking the seal.

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But so what, Bai Cangqiong couldn t even block his finger, these two people were also vulnerable, with three moves, he could defeat them.Once it was revealed, everyone in the world would have to chase him down.

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The eyes of those young disciples lit up in an instant, so beautiful, like a nine day fairy.Lin Xuan retreated to the distance, his eyes flickering, this time, with so many families joining forces, even if they can t destroy Zifu, they can still cause Zifu to be severely damaged.

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The eight people were desperately heading towards the light gate at this moment, but the monster didn t seem to have taken care of the eight, and turned around again.He Don t try it, wait until tomorrow. Lin Haoming also smiled when he heard that.

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Lin Haoming did what he said, he knew very well that the Venerable Wang couldn t deal with him so quickly, and it would take a while to mobilize the people around him, so Lin Haoming still had time to prepare.As long as you face it bravely, you will take care of them.

After that, they still want to fight for the throne, and the princes are not afraid at all.Although the head of the family is still my father in name, in reality I am not the least talkative in the family right people.

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Elder An, delay for a moment. At this moment, Lin Haoming ordered An Rumiao.Han Ya is naturally very smart, and even showing weakness at this time, Lin Haoming suspected that this woman did it on purpose.

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Except for the two mentioned, there are no life fruits, mana fruits, and slow fruits.He Wanfeng looked at his sister, although you smashed your room to pieces, but after all, you did it out of pleasure.

My lord knows a lot of things. Looking at Yingtianmen now, it seems a bit tasteless, but as an elder, I still have to do something in the end.Xie Xiaoren is outside, which means that the city of Enze County is lost.

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