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.
Es imprescindible la colaboración entre ciudades: Que cada una de ellas comparta su experiencia y casos de especialización con las demás a través de un modelo lean start up.
La inercia tecnológica es imparable, y la evolución industrial es una marea irresistible. No se quede rezagado; prepare sus instalaciones industriales para el futuro adoptando estas tecnologías más inteligentes, rápidas y respetuosas con el planeta. La inversión en estas innovaciones no solo impulsará la eficiencia, sino que también asegurará que su instalación esté a la vanguardia de la revolución industrial en curso.
Bai Lao has lived in seclusion for many years and never sees visitors.Haha, our Song family has also contributed a lot to the Qinghai Group s development today.
In a wheel battle, Qin Feng could be exhausted just by being tired.You can improve your swordsmanship through him, but it is still too difficult to improve your realm.
but since you, the Song family, have brought me such a story about the farmer and the snake, you can t blame me for being rude.If I want, I can even let your whole family be buried with you.
Be careful of getting hurt if you get too close. When the old man makes a move, he doesn t even say he Best Ozempic Weight Loss Alternatives You Want To Know About
s seriously injured.Ye Tianqi has been raised as an heir since he was a child.
If a fight breaks out, Liang Jing will definitely suffer.What are you like now What you are carrying now is not just your personal feelings.
When the battlefield is compressed to this point, powerful warriors will naturally have Effective Weight Loss Solutions for Men
the upper hand.They devote all their attention to studying medicine.
Not only him, but other police officers did not step forward immediately.Sexton s eyes flashed and he said, Isn t Lin Beichen s current situation the subject 7 Proven Good Recipes to Lose Weight: Unlocking the Benefits for a Healthier You
I have been studying the ultimate answer to the human body s potential At this point, he spoke firmly Said I need Atlantis to help me bring Lin Beichen to the laboratory, so that he can live better.
it feels the same as the previous exam. A reporter suddenly asked Then why does Mr.She really got the top Transformations And Triumphs: Scott Disick's Weight Loss Journey In 2025
scorer in her class, and she was the only top scorer in all subjects in the history of the college entrance examination.
side situation. What did NTX Keto BHB Gummies: New Way to Support Your Ketogenic Diet!
the police shout just now Spies Are they arresting spies now Did anyone just hear a bang Someone shot, right Oh my God, such a big battle.After a brief questioning of Lin Beichen, they invited Lin Beichen and Zhou Ya back to the police station for transcripts.
The roaring The Benefits and Effects of 30 mg CBD Gummies: A Comprehensive Guide (XidVd)
sound spread from near to far. Until
I couldn t hear it at all. The armed helicopters and the Hongqi cars also disappeared from their sight and disappeared.Without waiting for Song Xiangdong to say anything, he added The protection I am talking about refers to all protection, whether it is personal protection or secret protection.
He clearly felt that today was many times better than yesterday, but it was still far from enough You CBD Gummies for Hair Growth: A Comprehensive Guide to Promoting Healthy Hair
have to keep walking Lin Beichen also knew that one bite would not make him fat.However, their attention did not remain on the corpse.
The information he knows is unmatched by the team leader.If necessary, comrades from the city bureau may also be needed to coordinate operations He picked up the Super CBD Gummies: The Secret to Weight Loss for Over 2025 American Women in 2025
landline and dialed a number Director
After reporting for a long time, Zhang Zheng s face suddenly fell The real director was really struck to death by lightning.
The shark s bloody mouth was hammered shut until it shut up.Who Sent a text message so early in the morning Lin Beichen clicked on the text message and found that Power CBD Gummies for Male Enhancement: A Comprehensive Guide to Natural Wellness (DqszP)
it was from Li Yang Brother Chen, we made a reservation for the teacher appreciation banquet yesterday.
If he succeeds, he will have four egret seals, and it doesn t seem to be difficult to collect ten.The three of them took out the identity wooden plaques.
The madam was dumbfounded. Is this only fifteen thousand Not yet Su Ye said to Luo Qingqing, Let s go and find out who owns Jingxiang House.In the world of the wilderness, that little spiritual crystal was really just that little bit Gummy Candy for Sleep: A Comprehensive Guide to Better Rest (Merjn)
, but in the world of the Prison of the Undead, That s a different story.
Why does she care about How I Lost 10 Pounds in One Month with Boots Weight Loss Pills
this kind of thing where there is no clear distinction between right and wrong In the past, she had always kept things out of her own hands.I think you can get married in ten years at most. The elixir is ready.
Every shot was like a heavy blow from a dragon s claw, making Fang Yuxing feel even more pressure.According to the experience of Are CBD Gummies Safe to Take? Unveiling Safety, Benefits & Regulations
most monks, you can try forming pills at any time after reaching the peak of foundation building.
Jiang Yuebai checked it quickly and found nothing. The middle level is mostly a martial arts arena, supporting facilities for weapon refining and alchemy.It is probably the residence of the Iron Master. Two disciples of the Iron Head Sect led Jiang Yuebai and Lu Nanzhi into the Iron Head Sect from the foot of the mountain.
Birth date. Jiang Yuebai looked at the paper. She always didn t like to reveal her birth date, but today, let s give it Cannabis Capsules vs Gummies: Which is Better for You?
a try.She had no choice but to look at Xie Jingshan and find a place to stay together.
They are so weathered, they must be at least more than a hundred years old.Ouch A dragon roar suddenly rang in her ears. Before Jiang Yuebai had time to react, the formation on the island was breached.
Xie Jingshan caught up and shouted loudly, When you come back, who are you Xie Jingshan Jiang Yuebai s call came, and Xie Jingshan s eyes suddenly opened wide.If it had been Yi Zhengyang s place. Yang 1:1 CBD Gummies: Benefits, Effects, and Guide to Choosing the Best
s true body is bound to die.
Several black streams suddenly shot out from behind her, and Jiang Yuebai instantly activated three protective auras.The white bone shooting lasted for more than ten breaths before it stopped.
After Jiang Yuebai finished speaking, Wuchang Long noticed the word Shushan on Jiang Yuebai s clothes.The three of them looked at each other, and then looked at the juniors below.
As expected of Senior Sister Jiang, she was so spirited even when she ran away.But on the issue of righteousness, She no longer tolerated or obeyed.
