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.
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.
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.
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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La Cumbre 2017 del FIT es el único organismo en el mundo en donde se reúnen los Ministros de Transporte de casi 60 países. Se tiene previsto que el titular de la SCT emita un mensaje y un discurso de bienvenida en la recepción presidencial.
Blockchain está marcando un antes y un después en la gestión de la cadena de suministro, ofreciendo una herramienta potente para responder a las crecientes demandas de transparencia, eficiencia y sostenibilidad en un entorno global.
Un solo negocio puede tener diferentes buyer personas; esto quiere decir que el mensaje tendrá que irse adaptando al perfil y necesidades de cada comprador.
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He was detoxified, but the other party was also seriously injured by Jiuyang Shenhuo, and he seemed to be dying.In the early stage of the Holy King, he was able to block the blow of the Great Sage.
She can t even do it, can the other party do it The two came to the back mountain again, and the black fire demon ape raised its huge head.Another descendant rushed over, with monstrous water power permeating his body.
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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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If you really want to thank me, get in the top ten in Mountain and Sea Beasts.However, he found another sect. One of the forces is the Temple of Mountains and Seas.
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On the other side, the patriarch of the Xiao clan shrank his pupils sharply.Firstly, the Hall of Eternal Life has no extreme weapons.
Xingchen are not destined to each other. I will return all the gifts you gave me, and after this incident, I will personally go to Misty Peak to apologize.The battle between Heavenly Court and Zifu seems to represent two forces, and they are very terrifying two forces.
Elder, stop him, he has a treasure on his body. Jin Wuhao roared, and a golden palm in the distance came across the sky.Endless inheritance and secret method. I have to say, this method is really amazing.
If it is too dangerous to act alone, Lin Xuan is worried about the safety of the dark red dragon and the others, so he decides to act together.This is the gorgeous dividing line Wang Baoping, the invincible sword, slashed at Mingchen and flew him away.
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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.
Qier, nonsense. Xuanhai was furious and sealed. Xueqi had black frost on her body, blocking the seal.
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The Xinghe seal was overwhelmingly suppressed. Wherever it passed, the black frost shattered, however, when it came near Xueqi, the Xinghe Seal was blocked.Don t worry, my lord, I will naturally not forget. Is the son alone It is better to go together.
The powerful aura stunned the people around him, what a strong physique Even the golden glowed old man s eyes erupted with astonishing light, such a powerful body training technique, this kid has some strength.The aura around him became terrifying, and he could instantly kill everyone in front of him with just one move.
They went back and brought all of Lin Xuan s companions, and at the same time, brought a group of masters.Thinking of this, the power of space on his body became even more terrifying.
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 700,000 troops were more than half of Xiaowei s nearly 700,000 troops in the back line at this time, but Maoling County was easy to defend and difficult to attack, so he was only defending, so he was naturally afraid of Xiaowei s lack of troops.In fact, Lin Haoming hadn t seen it yet, and came up along the hillside behind, a piece of yellow and orange, all clusters of fruits, those fruits looked like grapes, but each one was much smaller than grapes.
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But you still have to think of yourself as inferior, you are willing to be the man of the little leader, and your people used to be his people, but there is nothing you hope the little leader can do first.You said the reason at the beginning. I also know that some things cannot be avoided, but I think I am still a person.
Of course, the Kingdom of Wei intends to change the name of the country by itself.Second Highness
Hey Ning Lin looked at Wei Xiao, as if he wanted to say something, but he didn t say anything in the end.
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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