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.
Pocas tecnologías crecieron tan rápidamente como la computación en la nube y las coubicaciones —tanto dentro del mercado de los centros de datos como para la sociedad en general—.
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.
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¿Sabías que las soluciones de selección por voz han evolucionado para trabajar en conjunto con robots móviles autónomos (AMR) en los almacenes? Además de mejorar la precisión en la preparación de pedidos, estas tecnologías mantienen a los trabajadores con las manos libres, permitiéndoles enfocarse en tareas críticas.
It is not very difficult to break through. Qingyang has been prepared for it long ago.He only talked about how seriously injured the third level living El Toro Gummies for ED: A Closer Look at Their Impact dead was, how he was dying, how lucky he was, and how he had been in seclusion to heal after getting the things from the medicine garden.
Made up for this small problem. Nowadays, it is a little difficult for him to use the three dimensional sword technique.Xiao Yuhan made him angry this time, so he said such words.
Seeing that five of the seven immortal sects had come, the Jingfeng Pavilion foundation building monk in charge of the reception turned pale.Many people, like Qingyang and Chen Chrissy Metz Weight Loss Struggles: The Real Challenges Behind Her Journey Biwang, lowered their heads and talked with each other, while also criticizing other participants.
It is said that some people saw that the mine was Regen CBD Gummies for ED: Reviews and User Experiences deliberately damaged by the disciples of Jingfeng Pavilion.of. Listening to Qingyang s words, Liang Zhongtian knew that this friend was probably going to be completely lost.
Is it possible that he will die here today But the powerful enemy Sharon Osbourne Weight Loss Secrets: Top Techniques Revealed cannot just sit back and die, no matter what, he must fight hard, and he must have someone to support him before death.After taking care of these minions, everyone continued to head south.
Ginsu Zhenren and Xiyue Zhenren, this is too unexpected.He may be stronger than when he perfected Qi Refining, but he is still not as good as a real Foundation Establishment cultivator.
Qingyang feels that it is time for him to go back and take a look.It is the only one in the past few hundred years. Such a disciple is a blessing to my Qingfeng Palace.
Seeing that the restraint on Qin Ruyan had been loosened, it wouldn t take long for him to join the battle, and the two people in front of him couldn t be taken down.At this time, the faces of the monsters in front of them could be seen clearly.
Lingjiu, his cultivation has steadily improved. It only took him Boost CBD Gummies for ED: Comprehensive Review of Effectiveness and Benefits three and a half years to upgrade his cultivation from the first level of Qi Refining to the third level of Qi Refining.The one on the left of Master Lingxu is a woman who is about the same age as Qingyang, but her cultivation level is two levels higher than Qingyang s.
Only then did Qingyang see clearly that the two figures that suddenly rushed out turned out to be two living dead.When the attack came, Qingyang had already killed the enemy.
It was extremely difficult to fly, and now it was flying up and down with a person, even a second level monster.He pressed his skin desperately, trying to smooth out the cracks on his body, but the cracks were all over his body.
However, Qingyang s weak appearance won him a lot of sympathy.Once the Full Body CBD Gummies for ED: Complete Analysis blood lotus root matures, the Tao family will become a dragon in every situation.
Cao Du had no relatives in the world, only a congenial Taoist couple named Feng Yan, which made him uneasy.We all have to go in and have a look. Lu Feng nodded and said, When we get here, I m not willing to go in and have a look.
Seeing Qingyang s great power, the others no longer hesitated and stepped up their attacks.This blood jade crystal is Keto with Shark Tank: Successful Stories an extremely sought after treasure in our Yuling Sect.
So taking advantage of another opportunity to dodge, Master Lingxu quietly activated a low grade attack talisman and struck it towards the alcoholic Queen Bee.Beasts, guardian spirits, and other sects also have their own strengths.
At this point, there is no longer a need for the master to drive the flying spiritual weapon himself and lead the team.This mine is different from other mines. The entrance is extremely narrow, and the space inside is not very large.
Then Qingyang stepped out of the Drunken Immortal Gourd, and walked towards the formation wearing clothes stained with the blood of monster beasts.Countless soft bangs were heard, and all the remaining black vines were broken.
It may be just a coincidence. However, among the people Qingyang knew, only Master Lingxu could match him.Qingyang, that day As for the competition, the winner advances to the tenth round, and the first place is decided after ten days.
In the past twenty years, this was the first time he heard that Qingfeng Palace had a new Jindan cultivator.Trapped, they also resorted to their own methods, and this fishing net launched an attack.
Great monk Qiao was killed by Li Yuanba s flying sword.You must know that no matter how he blessed him in the past, the power of thunder and lightning was restricted.
Under Li Shiming s continuous improvement, although the Bansheng Cave is small, the five elements have perfected the four elements.Although Li Yuanba s mid term golden corpse combat power could be described as terrifying, it was still a foreign object.
Ancestor Jin Kai took a spiritual elixir, took out a talisman and slapped it on his body, forcibly suppressing the injuries on his body.To be honest, when he saw the sixty alchemy tasks for the great monks, his heart moved.
This is the inner demon transformed by the half step of great power.In one day, the losses suffered by the Baidi Sect are difficult to estimate, although these losses are nothing compared to the size of the Baidi Sect and cannot damage the foundation of the Baidi Sect.
This requires Brother Lou to pay a favor, but Brother Teng doesn t want to do this.Li Shiming s Amazon CBD Gummies for ED: Finding Trustworthy Products spiritual power was not enough to learn spells, and it was too early to decide which career to cultivate.
Although it has not reached the fourth grade, it is still between the third and fourth grades.Having a great venerable guarding the Space Acceptance Formation can perfectly prevent this kind of thing from happening.
No matter how much the Baidi Sect wants to integrate into the Zhongzhou Continent, it cannot truly integrate.After all, the Invisible Magnetism magical power is also an application of a force field, so the force field rule mark of Wan Jianfeng is equally effective for the Invisible Magnetism magical power.
Anyone who wants to covet his alchemy ability must consider his combat power, which can defeat the two peak monks.The power of this Lightning Technique increased several times.
They both speeded up the pace of the battle, but the strength of the two sides was about the same, and they had the means to restrain each other.He had already thought about this on the way and said I set out with several senior brothers from Nong Zaitian.
Qiao Shan also learned about the true strength of the living dead, and became more cautious.The caves of the past have marked this on them. If you are not in a hurry, you The Heat Is On: Fat Burning Success Stories from Shark Tank can choose slowly.
But in order 21 Days to a New You: Kick-Start Your Weight Loss Journey Today to break out of the Earth Center Tower as soon as possible, Qingyang launched an attack regardless of the life and death of the alcoholic bees.About thirty people gathered together. The leader was Wei Yufeng, who had had trouble with Qingyang outside.
Help, brother, I don t want to die, come and save me, ah
The beardless man shouted desperately, hoping that the sturdy man would save him.In the blink of an eye, almost everyone in the square was gone.
The inner court will hold a competition every ten years.Finally, the Drunken Immortal Gourd released a stream of clear water that flowed throughout his body, causing Qingyang to wake up in time.
After a little discussion, everyone arranged the order.Then Both opponents suffered from this. This kind of thing is not unusual.
He first CBD Gummies for Sex: Benefits and Uses restored some physical strength and true energy.It was already late at night, and the surrounding area gradually became quiet.
Of course, there are Apex Keto Gummies: Achieving Peak Performance with Keto Supplementation some who don t understand. Qingyang s face was blank, and Lu Dingshan even asked Blood Spirit Pearl What is that Before Chen Biwang could speak, the monk surnamed Guo next to him sneered Even the Blood Spirit Pearl Zhudu doesn t even know that he is still a disciple of the Immortal Sect.
Uncle Zhou said, Isn t this obvious Besides Jingfeng Pavilion, who else could do such a thing It must be from Jingfeng Pavilion.The wind attribute is most suitable for refining into a flying magic weapon.
