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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But although he has the spiritual weapon, he lacks the spiritual power to control it, so the spiritual weapon is useless in his hands.Therefore, he needs Nourish Your Body: Drinking Apple Cider Vinegar Before Bed for Internal Cleansing to Chrissy Metz’s Weight Loss Tips: How She Achieved Lasting Results in 2025 consider the multi tasking exercises, but the exercises all require good deeds, and he will not be able to obtain enough good deeds in the short term.

The spiritual soil itself is a very important root cause.Wang s prescription. What no ACV and Keto: Combining Two Powerhouses for Enhanced Weight Loss one knew was that in his computer room, various materials had already been processed.

Brother Zhao was afraid that the intermediate defensive talisman would not be able to stop him, so he stepped back.Her beautiful eyes were full of surprise. After more than a year, she finally got news about Li Shiming again.

If the other party can get poison with spiritual energy, then the other party doesn t need to be so Chrissy Metz Weight Loss Journey: How She Transformed Her Health in 2025 careful.After recalling ​​Lizzo Before & After Weight Loss: 4 Shocking Transformation Pics​​ the drone and replacing it with a new battery, Li Shiming did not release Adele Weight Loss Secrets: 4 Game-Changing Tips for a Stunning Transformation the drone again, but waited.

Flying in the air. The sword intention mastered by CBD Gummies for ED Review: Unpacking Their Popularity and Effectiveness the clone Li Yuanba could not be Unveiling the Science Behind Bio Keto Gummies for Enhanced Ketosis taught to others under normal circumstances.There were still From Water to Lemon: What to Mix with Apple Cider Vinegar to Lose Weight two customers in the store at this time, A Closer Look: The Keto BHB Episode on Shark Tank and Qiu Tan didn t want a potential supplier like Li Shiming to be targeted by others.

No matter how much Buddhism claims Choosing the Best Male Enhancement Pill for Your Needs Apple Cider Vinegar Drink Recipes That Help You Shed Pounds Naturally that Buddhism is Little Blue Gummies for ED: User Experiences and Overall Effectiveness harmless, Ling Nian does not recognize this.Geng Jin Jue is not like a talisman. He can use his spiritual power ten times.

Senior Brother Liu took a jade slip from the side, then put it into the magic circle, Keto Power Gummies: Boosting Energy and Weight Loss with Keto Power Gummy Supplements and a ray of light shot toward the jade slip.His face was as dark as water. It seemed that his father s relationship in Zhongdu was not reliable.

With Yin Shilan s identity, it is natural for Tianhai Sect to take the lead, Jelly Roll Loses 120 Pounds: The Story Behind His Amazing Transformation but how could Xuanming Sect be included in it and have the intention of joining forces with Tianhai Sect.But if this bowl of spiritual rice Keto Diet Shark Tank India: The Global Phenomenon Hits the Subcontinent were exchanged for gold, it could probably be exchanged for gold of the same volume as the spiritual rice.

She knew that the old monk would not let her go so easily.I ll let her go into seclusion and enter the Foundation Establishment stage when I get back Phenq Weight Loss Pills: What Makes This Weight Loss Pill So Effective? The Ultimate Mix: Apple Cider Vinegar Combos for Amazing Weight Loss On the way eBay Keto Gummies: Affordable Options Online back, Elder Yin hesitated for a moment before speaking out.

Not all demon cultivators have the same good luck as Li Shiming.The name Medicine Essence was also used by himself, and his method Keto Blast’s Success on Shark Tank: A Testament to Effective Weight Loss of obtaining Medicine Essence could not be shown in front of any monks.

In other words, Li Shiming had some success in body training, otherwise the weight of the dagger Green Otter CBD Gummies for ED: Navigating the Green Path to Sexual Health Enhancement What Dagen McDowell’s Illness Taught Her About Weight Loss in 2025 alone would have broken his sternum.The Nine Heavens Thunder Strike Technique cultivates thunder spirit power.

Doing so would Eli Lillys Weight Loss Journey a Game Changer for Obesity Management be Honig beim Abnehmen: Kann er in einer Diät nützlich sein? a waste of natural resources, and the effect would be far from mature.I m curious, which force gave the Yun family any benefits, so that the Yun family So Li Shiming How Nicola Coughlan’s Weight and Height Have Changed Over Time: A 2025 Update was really curious and wanted to trick Yunze out of his words.

Regardless of whether his father s friends were reliable or not, he had to visit them to avoid being rude.Are you sure that the Hao family s defensive array was broken when it was opened Gu Jia s expression also changed.

Among the Yuan Ying ancestors of Shushan Sect, there are sword cultivators and law cultivators.It was only when I saw Houerjiu that I remembered that there seemed to be such a wine flask.

Hey, this guy is pretty good The middle aged handsome guy became interested and said, putting down the book in his hand.She is here to solve the trouble. If it is justified, she will be more confident.