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.
La #demanda de entregas rápidas está en su punto más alto, y adaptarse a esta tendencia puede marcar la diferencia entre el éxito y el estancamiento. Con la entrega en el mismo día a través de crowdsourcing, tu empresa puede cumplir con las expectativas de los clientes, optimizar #operaciones y expandir su mercado.
Descubre cómo la entrega en el mismo día puede transformar tu negocio
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There is no basis for saying this, there must be something wrong with Wei Qiwei.Moreover, doing so means that Qunxing Capital will not take the credit.
Qualcomm s words to help Xingyu Technology are not out of kindness, but to save itself.A record high of 33 yuan, the stock recorded nine boards Get Simply Health Acv Why Its Worth R9kw Considering in ten days, and the current turnover exceeds 1.
A run on the company will lead to conflicts and other negative contradictions.I don t care where you are. The floods are raging, and they can go anywhere after making money, so they don t care what happens to this land.
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This must be acknowledged, and it is natural to learn from others good things.He is still limited to Xingyu Technology itself and an industry to look at this issue, and We did not look at the game between major powers at the national level.
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level, if the domestic population will increase sharply after policy changes in the future, it is expected that the birth population will reach 49.Fang Hong continued When this big pot comes out, I will carry it or not.
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In the Yin and Yang Tao, no matter how magical this kind of scene is, it is ultimately just an external embellishment.If there is some suspense about the outcome, unless you and I practice this sutra together, and then fight two against one, there is no other way.
Gui Wujiu smiled slightly and said Fellow Taoist Mu Mu s sword intent has improved again.The gathering of knowledge of cause and effect actually created a magical power in a very short period of time that can be called a moment.
The Mahayana Sutra has come into the world, but its weight is greatly exceeded and cannot be measured by reason based on the length of shortening the time limit, the efficacy of this thing is still related to the pros and cons of the practice of enlightenment.So he invited Fei Nan to join him, and today he joined hands with three people from the Dingyuan realm of the Xuanxiao tribe to hunt down Xin Weiying in one fell swoop.
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When Xi Lerong s Qi condensed into the vast open space of the Ziwei world, the feeling of blamelessness was undeniable.But the aura of chess formation power outside was intact.
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He used the arranged elements to create a motor at the outermost edge of the domain
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Fortunately, Monro remembered that the cardinal who manages dangerous witchcraft creations once reminded him that the signal of this thing is not good, and it is best not to communicate for too long at a time, otherwise this thing may appear.If he were alone, he could arrive within a day. However, Lin En did not refute everyone s interest and quickly decided after some discussion.
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Is this also
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Slowed down a bit. You must also be extra careful. The knowledge of evil spirits has the power to confuse people.In just a moment, the moon was getting closer and closer to them.
What a powerful energy wave It seemed that the Wizards Council had come up with some novel weapon.One will clear the way and the other will transport people Are you sure Aurora looked at Lin En in great surprise.
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Everything, he fled the prosperous imperial capital in a hurry, hiding his identity and came to this desolate northern town.However, the previous sunshine cost more than a thousand casualties.
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That is after passing the test of God. they deserve the reward.No, it s too dangerous to sneak in. No one knows how many traps they have laid against us in the Holy City.
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Lingbao Li Yuanba muttered to himself. He picked up the jade slip and placed it on his forehead.Li Yuanba s Broken Void Sword Intention was promoted to another level under the continuous use of Broken Void Sword Intent.
Naturally, they would not have thought that their Buddhist will would be absorbed by Li Shiming, who was in the Shushan Sect, and would become the material for him to practice Buddhist body refining techniques.The conflict between Jianyi Chongxiao Pavilion and Baidi Sect is still at the mid Nascent Soul level, so the only ones that can be mobilized by both sides are mid Nascent Soul monks.
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Killing was like sharpening his sword for him. No matter how much he sharpened his sword intention before, the killing process had never lasted so long.The teams were already divided when we arrived. Yuanba is free to maneuver and does not join any teams.
But in Li Yuanba s view, this time is still too long.However, he has practiced the Shen Eye Power and has no such impact.
Li Shiming calmed down and blessed himself with a thunder shield.The golden electric arc struck the body, and the white monkey froze.
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These pages are spiritual objects. He sensed that if the spiritual power of the pages had not been severely depleted and their spirituality had not been greatly lost, the quality of the pages alone would probably be above the fourth grade mid level.Due to the loss of the gravity gold brick, there was no gravity field on the steps, so he went down the steps without any trouble.
The process of saving the tribulation with the five iron hammer magic weapons is very easy.Great Monk Wang He is not an ordinary great monk, but an existence at the pinnacle of great monks.
Finally, I came up with a solution that was not a solution, which was to disperse the five great monks of Baidi Sect in Zhongzhou Continent to the nearest location where the Yuanying monks of Baidi Sect gathered.The only thing he could do was to insist on letting the Heavenly Art technique run.
