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.
Descubre cómo tu empresa puede beneficiarse de un ecosistema logístico integrado y supera los desafíos de la #cadenadesuministro de manera eficiente y efectiva. Aprovecha el poder de una plataforma digital para mejorar tu logística y cumplir con las crecientes expectativas de los clientes.
Soluciones en la nube permiten a las empresas ofrecer una experiencia omnicanal, así como la capacidad de mejorar la configuración del proceso de compra-venta.
Hoy, en un mundo repleto de ofertas de marcas y servicios, querrás darle valor a tu producto ofreciendo un trato cercano y personalizado y lo mejor de todo, es que puedes comenzar a hacerlo desde hoy.
Unheard of, if there is no clear explanation, our Tianjiazhuang will not agree.He raised his head. Come, stare at the One horned Ghost King with both eyes and say Tell me the truth Where did you get this Futianliu What happened to my city lord The One horned Rhino Sex Pills Near Me: Locating Rhino Products Nearby Ghost King didn t care about the other party.
When the time came, Qing Yang took out the dragon horn root from the storage bag with Spectrum CBD Gummies for ED Reviews: Evaluating Their Benefits a thought.Both of their cultivation levels have improved. Gui Jiye is now at the seventh level of the Golden elixir, which is still some distance away from the eighth level.
As long as he finds that the situation is not good, he will be the first to turn around and run away.The One Horned Ghost King said If what Yu Mengmiao needs is just his soul, the difficulty of repairing it is actually not that high.
The most critical thing is that even though he has been promoted to a legendary wizard, and even used the computing power of the magic network just now, he still cannot directly control the microscopic elements bursting out of the atoms.Even the price of grain released by the parliament has exceeded forty five copper coins.
This is a planet that is ten thousand times taller than a giant mountain and vaster than Keto Excel Gummies: Excel Your Weight Loss Goals with These Gummies the sea.According to the wizard who taught the class, the development of their magic is actually the process of exploring the truth of the world.
At this call, he began to move towards the altar spontaneously.There was originally a mine, but now the entire mountain has disappeared, leaving only a huge crater.
Some of the protruding rocks even appeared to be semi assimilated by magic.Electricity Anthony slapped the table excitedly. Quick, start the experiment right away Hundreds of Thunder wizards immediately got busy.
There is no way they can wait a few more months Do you still remember the merchants from the Empire who came to the City of Fire Oil before Lin En asked.Boring, after listening to Ivina s information, he didn t pay much attention.
During the celebration, this is the kingdom of heaven on earth.It was also very mysterious, and even he was not told what it was used for.
Moreover, the Demon Stone collected by Yolande was about the size of a fist and a half and was divided into more than twenty parts.Bread and a pure white powder. Ivina, who didn t know starch, recognized it as wheat flour made from wheat.
For example, the quantum constant mentioned by Linn before, how is this smallest component defined and measured There is also the wavelength formula, and its relationship with mass can be explained by the argument that macroscopic matter is Why Winstrol Should Not Be Your First Choice for Fat Loss composed of countless microscopic matter, and they interfere and influence.
Attack enemies above the airship. This was the first time that they had an absolute disadvantage in terms of speed, and Harrov finally felt the frustrating Vigor Vita CBD Gummies Reviews for ED: Evaluating Their Effectiveness feeling of being unable to beat his opponents in the past.The most critical thing is that they simply cannot understand Emily Simpson’s Weight Loss: From Real Housewives to Real Health how this attack was launched But for Harov and others, they were more shocked than surprised, and more of a joy For five days, everyone was exhausted under the ultra high intensity attack of the undead army.
There seems to be a solid mass at the core, but everything has evolved outside.Gui Wujiu nodded slightly. After thinking about it, Gui Wujiu Kevin James Weight Loss Secrets: The Diet and Workout That Worked suddenly smiled and said, Actually, I m not a collector.
But this thing has not been settled
perhaps that radical route is really not mature yet.Even if its return, shaping, refining, and Unlock the Secrets: Maneet Chauhan’s Weight Loss Journey Revealed! use can be completed in an instant, there are still seven breaths left.
But now
Even without this newly discovered breaking method , there is still a good chance that Gui Wu Guo can survive the twelve year time limit.In fact, the arrangement of Chi Xiang and others is just right because of the previous six turn Best Keto ACV Gummies: Which Brands Top the Charts in 2025? state, the movement is naturally restricted but if it is assumed that it can move freely, it is obviously deep and deep.
His facial features were very angular, but his pupils were light yellow.The establishment of Gui Wujiu s own Taoism is also in trouble, because he has already solved all the problems in Taoism.
Ji Gui Wu felt vaguely that Qin Menglin seemed to have chosen the so called breaking through the realm in one step method.For example, someone may seem to be able to move freely, but in fact his movements are not violent.
Realm, coupled with the practical and rational path, cannot be easily achieved.Qin Menglin and Huang Xiyin examined it carefully and felt secretly embarrassed.
Except for some spiritual rice at noon, he spent four consecutive hours practicing the Sword Control Technique.The Legend of Hao Family Talisman records The Science Behind Melatonin Gummies more knowledge of talisman making than the Encyclopedia of Runes and the Hao family monk s notes he had previously obtained.
He took out the spiritual rice from the storage bag, and after thinking about it, he took out a bunch of uneaten spiritual bamboo shoots.he asked aloud
Don t take out the spiritual fire before you have completed the elixir.
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.
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.