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.
Expo Cesvi 2018, como cada año, convocará a todos los participantes en la industria de la reparación automotriz, en especial la reparación por colisión.
Una encuesta realizada por un proveedor de tecnología basada en la nube que ayuda a los transportistas a conectar datos y procesos dispares desde paquetes
La entrega de productos grandes y voluminosos ya no tiene por qué ser un obstáculo.
Los minoristas pueden ofrecer una experiencia de entrega rápida, precisa y satisfactoria. Aprovechando las distintas soluciones logísticas avanzadas, que pueden superar los desafíos tradicionales y deleitar a sus clientes con entregas excepcionales.
We must kill the opponent This is not what the gaming industry talks about.After all, Beamon is not low in agility, and he will not give the dragon a chance to use dragon breath attack safely.
So as long as you don t let the opponent rush out of the resurrection point and block the meeting hall, you don t have to worry about being discovered.Just one round of long range attacks caused huge damage.
Zhao Hao, who understood this, did not refuse and chased the other party in the direction of escape.The sounds of fighting gradually faded away as we moved further away from the port.
Yes, the upgrade speed in the underworld is so exaggerated.Leaning under the shade of a tree not 42s The Rise Of Facebook Keto Pills Social Medias Diet Sensation far away, Zhao Hao looked at the soft and frail opponent, never expecting that the opponent would be the bold, cheerful, strong and decisive Suzaku.
After trying to increase the speed like a rocket when killing creatures, and then slowly leveling up by killing the undead in the underworld, it was simply torture.Zhao Hao did not disturb Mia, who was bursting with inspiration, but stood outside waiting for the other party to give him a surprise.
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He will be sent to Youzhou to serve in the army and retain his title.The population of the Storm Territory is only 50,000, but if they can absorb the refugees, the population can increase exponentially, and the cost will be pitiful.
But now the resistance from the soul level during the contract is only not much stronger than when he contracted with the leader level bone dog.The reason is simple. magma If you retreat to the edge of the arena, you can use the surrounding magma to reduce the defensive area.
The problem is that the use of props is not subject to attribute bonuses, only basic defense.The most spectacular event before the rebirth was that the Holy Church, led by the Holy Church, gathered a large number of powerful people and recruited millions of players to serve as cannon fodder to conquer the Dragon Kingdom.
topic of discussion. Hours of intense discussion did not make everyone present feel tired, because they all understood that the real seminar had just begun.Let s go and see what happened here thousands of years ago.
It might be possible to use electromagnetic restraint
But after thinking about it carefully, Linn crossed out the electromagnetic restraint because the strong electromagnetic field may affect the chain reaction.Of course there are things in this world that rely on probability, and there are many
Linn took out a gold coin from his arms and threw it up.
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It seems that the winner has been decided. Arch Lich Cecil watched a man and a dragon falling from the sky to the ground, and couldn t help but burst into strange laughter.
After all, the spacecraft they brought back was so big The Guide To Protein Intake For Weight Loss Rp38wxmt9 How Much You Really Need that it almost covered the entire sky, making it impossible to cover it even if they wanted to.This time he spared Cecil entirely because of his contribution as a pioneer in capturing the domain of Diana, the God of the Moon.
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Could it be that the other party feels that there are still some loopholes in the light wave theory, so he plans to delay it for a while before drawing a conclusion Harrov also thought of this, raised his tone a bit, and spoke as a reminder.No matter what, the church is 9xqr1a Qe Keto Shark Tank Comprehensive Guide afraid of our power Harrov suddenly said with a smile.
The conference room became even more lively. Members gathered around Lin En, the new speaker, and there was a constant flow of praise and boasts.Ella, the goddess of the moon, created the continent and everything under Keto Advanced Pd80snx As Seen On Shark Tank An Indepth Investigation their feet.
It is said that this hypothesis originated from a great wizard who studied optics.The smaller the uncertainty of the position, the greater the uncertainty of the momentum, and vice versa.
Finally, it s the quantum theory that deciphers photoelectricity and reshapes the internal structure of elements Harrov added.Raphael was talking eloquently, talking about the application scope of radium element.
5 seconds Sure enough, just as Lin En thought, the beast shadow that was cut off at the waist did not die, and the section in the middle slowly moved closer to the middle like a divided lake.Now that Vittorio has broken through the legend, there is no need for such trouble.
Just when the Saint was about to speak again, the entire Sky Tower suddenly shook violently.Harrov was very surprised to see Lin En in such a hurry.
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Although the Deadwood Guards can definitely block it, after all, they have the unreasonable troop ability of Root Entanglement.Skeleton soldiers have no duration limit, and since they do not require killing advancement, they will naturally not be How Ashley Grahams Weight Loss S6jnt7i Journey Inspired Many In Ljh allowed to join the battle.
Because the other person s friendship is not as easy to quantify as physical objects, it is so easy to complete.Zhao Hao and the others followed the leading Crusaders and advanced quickly.
You How Many Days Take To Lose Qkk86pv Belly Fat re in control This can definitely be described as Zhao Hao s command.Even if you are not a gamer, you can come in for adventure, relaxation, travel, etc.
Roar Zhao Hao roared like thunder, striking with his claws, hitting his head, and sweeping his tail in three consecutive attacks, occasionally slapping and sweeping away the enemies in front of him.No one expected that the other Lifetime Keto Acv Gummies Reviews The Truth Behind 56h Their Benefits For Weight Loss In side would suddenly join the war and implement such a bold attack plan.
At the same time, the first player also carefully put away the scroll in his hand.The people in Yaoting focused their attention on this, and at the same time subconsciously took a few steps back.
Feng Kevin James Weight Loss 2b5 Best Tips To Prepare One Week Before Christmas Liuyun Level 50 Race Dragonborn Only Faction Cemetery Barrier Changes with profession Occupation Necromancer F Keto Gummy Boosting Your Keto Diet With F Keto Gummies F2vmgqnz4 Drew Yin Non combat state can switch race Talent Dragon Bloodline Hero Specialty Dragon Lord, Phantom Shooter HP 2550025500 Magic Value 440 Damage 13 Strength 1 Physique 1 Intelligence 14 Knowledge 14 Main attributes, automatically increase by 1 point every 5 levels, and gain 1 point of free attributes Equipment Book of Death, Hand Effektive Techniken Um Schnell Am Bauch 5ubnu60y7 Abzunehmen of Death, Magic Storm Set Skills Intermediate Summoning of the Dead, Intermediate Bone Structure, Advanced Soul Science, Weakness and Blood Demon Conversion Item Shadow Lotus.
At the same time, he twisted his body so that his claws could attack enemies Acv Plus Keto Benefits 698f9l And Side Effects who jumped up to avoid the dragon s tail.In order that you can check the fastest update of this book next time, please be sure to save the bookmark Chapter 432 Abyss Arena Free to read.
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That little bastard just said that we are not qualified to enter.With a thought, spiritual consciousness was injected into it, and then burned directly, and then turned into ashes.
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I didn t know it was bad, but I still said it in a strong tone.is the true form of the Immortal in Prison, the ancestor of Wong Tai Sin.
Alas, it is a pity that a precious treasure created by heaven and earth is even worse than the ultimate holy weapon.With a whoosh, a figure rushed out of the well. It was Ling Tian.
Otherwise, Ye Fei s attack would definitely hit her.One of them picked up a cracked stone. He was just pretending to do some research, but he didn t expect that he would actually discover that the stone quality of the black cliff was different from that in this world.
Please taste it. The middle aged man was naturally happy when he encountered such a big business.