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 adopción estratégica de la inteligencia artificial en la fabricación puede ofrecer eficiencias significativas. Desde mejorar la seguridad hasta optimizar las cadenas de suministro, la IA está transformando la forma en que las empresas abordan los desafíos laborales y planifican su futuro. Los líderes de la industria deben estar preparados para abrazar esta revolución tecnológica y capitalizar las oportunidades que la IA presenta.
La alianza entre DHL y la Asociación Mexicana para Ventas Online (AMVO) ofrece soluciones de logística a las empresas que participan en comercio online: Garantiza la entrega de los productos en tiempo y forma y desarrolla estrategias para que las empresas participantes maximicen su potencial de venta.
Los sistemas láser Ultra están diseñados y son ideales para corte de precisión por láser, ablación por láser y modificación superficial por láser en áreas productivas, I&D y prototipeo.
With such a wide blood river, and the water in it flowing, it is estimated that the things on their bodies have long been It was washed away, and you may not be able to find it now.Then he calmed down a little, packed up his clothes neatly, and then went down the steps next to him.
The road was relatively safe. Qingyang was piloting the high grade flying spiritual weapon Wind Control Gourd.However, Qingyang knows that these are all illusions.
He had made a good plan in his mind, but when he looked up, he suddenly found that there were three more spiritual insects in front of him.They were once bitten by a snake and feared the well rope for ten years.
I am only in my thirties this year. The Inner Court Competition happens once every ten years.It is impossible to recognize the owner. If the distance is too far, it may be taken away by the other party.
It seems that this matter is really difficult to handle.The spiritual power in the high grade spiritual stones pours into Qingyang s body continuously.
The sword is not long, but after being sacrificed by Elder Wusi, the sword light emitted from the sword was so piercing that people could hardly open their eyes.They were really lucky. When Qingyang saw the two old friends, he immediately felt like teasing him.
When she grows up, she will definitely be a master who brings disaster to the country and the people
Looking at Wang Teng running over, Wang Shicang patted her little head lovingly, and then took out a white jade bottle with a blue white pill in it.Then, he stretched out his palm and a white flag appeared.
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lot. Lin Yi er, who originally looked gloomy, didn t take the current fight seriously at all.Pass this order, everyone in the Yin Yang Sect in the Seven Regions and Three Ridges will launch a Yin Yang pursuit order against Ye Fei, and vow to kill him The leader of the Yin Yang Cult issued a pursuit order.
Go in, go to Kilometers, and then turn left. Remember not to run around, otherwise, you will be disqualified.The immovable Panshi, even the extremely arrogant Beihuang and Nansha, were quite wary and extremely respectful when facing these two people.
Suddenly, the disciples of the Yin Yang Sect were hit hard, and all of them screamed in agony.Chiron hummed with a cold face at the moment. Ahem, Brother Chilong, don t get me wrong.
On top of the ruins, there was a figure, silently commenting on this place, but never took action.
The two of them had a tacit understanding, and Han Taikang had clearly grasped it.His method of concealing Qi is indeed very clever. If he retreats from the peak state of breaking through without blame, he may not be able to accurately find a few people in the future.
Therefore, the old system of thirteen court scholars representing the forty two regions is still the same the other elders of five realms and above in the Is Vitacore CBD Gummies Really Works? Side Effects, Scam Updated 2023 [XWlQGxj0Z0i]
other twenty nine regions are already dormant even if they want to participate together.As expected, there were four obvious cracks in the surrounding paddle wheel mask.
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water, but he still completely reproduced a wonderful idea.If Huang Xiyin really succeeds, with the blessing of this treasure, he is confident that he can hide the sky and deceive the vision of the powerful in the Taoist realm.
Once it is torn off by force, it is lost forever and will never be seen again.This middle aged woman wears a light colored robe and has a slightly square face, which is not the same as what is usually called beautiful appearance however, there is no trace of disharmony in her facial features, and she is actually the most elegant color.
Jiang Minyi smiled and said Perhaps for your good apprentice Shi Mo That s true, but Dai Siwen is not among them.Fei Nan s face straightened and he looked at Yun Lan.
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the magical image in the mirror before your eyes can be described as easy and difficult.As for Huang Xiyin, she was not in this meeting. Several Taoist masters from the Yin Sect only thought that she had returned to the land of the Thirty six Realms to do business but only Taoist Master Yin Yang and Dongfang Wanqing knew that was not the case.
Regarding this The vocabulary Harrov and others are no stranger to.Then I ll give this thing back to you Lin En suddenly raised his hand, and the light spot floating in the palm of his hand was immediately compressed to a limit, and then with the flick of his thumb and middle finger, the light spot turned into a stream of light.
He also asked Alok and others to carry out his experimental device.Harrov also hurriedly stopped the continuation of the ceremony.
After circling fifty times, its speed has exceeded 30,000 kilometers per second, which is one tenth of the speed of light.Are you too tired Do you want to take a rest first Rohr said soothingly.
This was somewhat similar to his deflection field, which would guide the attack in other directions.Seal Vittorio shouted, and chains composed of alchemical runes extended from his own domain and were tied to the giant monster s arms, waist, abdomen, and neck.
Look. One glance is unforgettable. Although Linn had expected it, Dennis s ability to create it within When the Metformin hits pcos  [hkcJ4Pfo7Na]
a few months was beyond his expectation.Although it was quickly blown up by hundreds of magic, it was also Casualties were reduced to a very small extent.
Thank you for your help, but starting from today, the council is no longer planning to purchase wheat Why Master Wizard Is it because the reserved funds are not enough Susan asked hurriedly.You must receive the order when the situation is most critical.
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obstruction of the Vatican Saint, you could have wiped out the entire Imperial Crusade Army by yourself Raphael said with regret.
Now that the academic seminar has ended, it is time to prepare for the next round of legendary promotion.This was a storage room specially built by the lords of the City of Fire Oil to preserve their wealth, but now it has become a prison.
He felt that it might be Glenn who had been conducting research day and night these days, which caused him to feel depressed.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.