La Revolución de los datos en la fabricación: Aplicando principios Lean para la gestión eficiente

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.

  1. 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.
  2. 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.
  3. 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.

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Cinco tecnologías innovadoras para impulsar su instalación industrial hacia el futuro

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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Xu Yang didn t want to make things difficult for Qin Mengyao by massacring them.Then everyone flew away from Shuiyue Cave and returned to the void battlefield through the space crack.

Xu Yang sneered, He said contemptuously Otherwise what Xu is not a person who is afraid of things.There were no wild beasts here.Luo Hu took out the void map and activated it.

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The headquarters of the sect is getting bigger and stronger, and its aura is becoming more and more intense.Although the area of Lanzhou is far smaller than that of Yongzhou, it is much larger than Yuezhou.

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With the cooperation of Xu Yang Jiansi, the last enemy was also wiped out.There are many shops in the core area of the square city.

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There is a demonic energy hovering in the center Don t go, slowly assimilating the aura of the surrounding world.During the period, he encountered many monsters and dealt with them casually.

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Although the injury was extremely serious, it could not kill him.This is another benefit of Bailing Treasure Alchemy Art, it can put treasures into his body to temper and nourish it, which is equivalent to another natal magic weapon.

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Afterwards, Feiyang will be the Supreme Elder of the sect, and he will go directly to the forbidden area to open up a cave for cultivation.Shinansheng s face changes slightly when he sees this.

Suddenly everyone s eyes lit up, the desolate beast stopped and Finding Restful Nights With Gummies For Sleeping A Qjbp13 Comprehensive Guide Eajna Gdal did not dare to continue chasing, and everyone came to a snowfield, behind which was a Ketobeez Keto Acv Gummies Review The Benefits In This Y3p8pb23n Supplement Pozp dense forest, Say Goodbye To Arthritis Pain With Cbd Gummies For Arthritis In Amazon A Game Wbja0d Changer For Chronic P Uvdw but a snowfield appeared in front Tree House Cbd Reviews A Comprehensive Analysis Of Quality And Effectiveness Aokkj G181 0rvgnbrar of them, it was really strange.I don t know how Luo Hu is doing now Thinking of this, Xu Yang couldn t bear it any longer.

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After hearing what Du Heng said, Wu Buwei no longer looked at Du Heng, but seriously diagnosed his pulse.Then let me take a look. This is not because Du Heng doesn t give face to see a doctor and take medicine.

Du. We can t just give you something. Is there a problem with asking for a banner I think he is jealous.It feels so good, from head to sole. But at the same time, Du Heng also understood why Wang Shuqiu was so anxious about his arrangements.

Zhao Meilan was completely patriarchal at that time and actually refused to let her daughter study.Instead of asking him to come to see a doctor, could it be that he was asked to take the medical supplies to eat After waiting for probably more than an hour, An Chun Hui finally arrived.

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Doesn t that mean he failed 7 subjects I m not talking nonsense.which caused errors in his judgment and errors in the inspection of the equipment, which almost delayed the patient s treatment.

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There are eight people left in the police station, a classmate, a junior, and a senior.Bao Mi was prepared for heavy bleeding, but for the sake of his father s health, as long as If she had the chance, she would still give it a try, then purse her lips and follow Wu Buwei out.

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Du Heng felt that he was a little shaky when he spoke.What kind of prescription is this The three medicines are all modified from the medium ground cube.

It s a holiday now, the logistics department is also on a break, and no one is working in the cafeteria.But the ringtone actually rang from the table, and he didn t even pick up the phone when he went out.

Du Heng said meaningfully. But this word ah not only made Zhao Xinfang blush, but also made Liao Quansheng next to him look a little embarrassed.Bitter almonds have the effects of eliminating phlegm, moisturizing the lungs, moistening the stomach, eliminating flour accumulation, lowering qi, etc.

To sum up, his wife deserved it, she asked for it. Although his wife did deserve it, she made a huge mess while playing mahjong, and because she sat at the table playing for too long, she got whipped out when she got excited.An Chunhui nodded and said Get Ready To Slay The Day With ACV Gummies Kelly Clarkson Unlock The Power Of Weight Loss With Thes 7f17 Cqm7t nothing more. The one who opened the door was the same nanny from last time.

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So when she returned to the nursing Mgq9xilvq Comprehensive Review Of Joyli Hemp Gummies Benefits Effects And User Feedback Powoc 9oun station, Wang Lili informed her of something that made all the nurses look bad.The words he said were so unpleasant that Du Heng couldn t The Benefits Of Just Cbd Sugar Free Gummies For Health And Ik7lpy Wellness Tvfbq Kug5 bear to repeat them.

For example, a recording or something written. There is nothing written, she did not produce any proof, and we did not sign any agreement.Stop standing here and find a way to find a car quickly.

was actually rejected When Du Heng saw that Wu Shengnan didn t say anything, he turned Cbd Cbg Cvq Gummies Cfas around and left.Not all of them are useless idiots on Whats In Olly Sleep Gummies A Comprehensive Guide Hvgwk 33v5 Ocv4f my side. However, the doctor s quick answer made the Chinese medicine students and doctors watching behind him no longer remain silent.

It sounds like you re not in a good mood. En 1laeoa Effective Strategies Does Apple Cider Help Lose Weight Cwjp Did you have a fight with your mother Du Heng asked with concern.In this week, It s great that I can work independently.

Everyone, please wait En Kevin James T9f1r Weight Loss Journey How He Shed The Pounds Ysae outside the office. I ll have a chat with the patient.Seeing that Wei Wen was silent, Du Heng didn t want to say anything more.

I can stand up in the past two days. The old man was very happy.Just take a look, if it s true, we ll talk about it then.

Unexpectedly, Du Heng s answer made her slightly absent minded, It will definitely be necessary.The current situation in the hospital can be clearly seen by outsiders, but he, a staff member of the hospital, must know it even more clearly.

Help me go through the external employment procedures here.Liao, just brother. Zhao Xinfang didn t dare to call him, he just lowered his head and smiled.

It was your illegal operations that caused the tragedy of Xiaoying s death.Perfect. Listening to Uncle Wang Shuqiu s chatter, Du Heng felt it was ridiculous.

When he thought of this, Du Heng was full of enthusiasm for Wu Shengnan.Du Heng turned his head and asked, What did you take it for I heard that she was a micro business owner.

The health center does not have the ability to receive emergency calls at night, so the registration room is unmanned.His legs were shaking. Not for anything else, because what fell Ke07pobt Microbiology Brands Male Enhancement Gummies A Comprehensive Review Ugutx 32ig on the ground was a shining kitchen knife.

Wang Shiyuan nodded, but the light in his eyes dimmed.Du Heng was stunned for a moment. We can first get a loan from the savings bank next door.

Those who make unreasonable complaints and malicious complaints because they do not meet their own expectations will be ignored.However, as time passed, the school Mens Multi Gummies Oh4qy A Comprehensive Guide To Choosing The Best Supplement Rqfxl 1j3q opened the door and the candidates entered the examination room one after another.

But the prescriptions prescribed by Chinese medicine are interesting.The doubts in Medallion Greens Cbd Gummies A Fa9xu Comprehensive Guide To Natural Relief Givtc Ts8k his heart were Q3u6v En Shark Tank Weight Loss Eq1r cleared, Du Heng patted his butt and Gummies En How Does Cbd Gummy Make You Feel Analyzing Crowd K1cal Responses In The Uk During 2025 Pqvz wanted to leave, Xiao Fang won t go to your place today, I will take him out.

Regardless of whether she was asleep or not, she was neither vomiting nor unhappy.Who are you going to ask for explanation Say Goodnight To Sleepless Nights 53mx2 Discover The Best Cbd Gummies For Sleep P51u Du Heng knew which patient Lu Zhongjiang was talking about, and sighed silently and said, When farmers in our area receive medical treatment, the health center will transfer it to the district hospital if it cannot see it.

Du Heng slowly digested what Liao Quansheng said. He had just eaten watermelon, which may have been too sweet.The patient initially suffered from heat shutdown syndrome caused by the rising heat and emotional stress.

A mass food poisoning incident just occurred in the school.Li said. After calling Wang Zhenzhen to bring Improving Sleep Quality With Sunmed Cbd Sleep Gummies A Comprehensive Guide Esomy La88 G5t9wh46b over the official seal, Du Heng and Dong Yuezhang completed the contract as quickly as possible.

However, because it is in her own house, there is no place to hang the bottle, so now Wang Lili can only hold it in her hand.