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.

Temas relacionados

Then they will use this as a reason to put pressure on Lao America and demand They will provide an explanation for the incident.It s less troublesome. The revelations made by that bastard Lu Chengye have put you in a very passive situation.

It is expected to be put into operation around 2022, and can support normal scientific research, experiments, and astronauts in orbital reef space.Fang Hong stayed at Xingyu Technology for about an hour, discussed a series of things with Qin Feng, and then left , just leave the negotiation with Qualcomm to Qin Feng and wait for the news later Back at Jingxinju Villa, Tian Jiayi, who had just finished working out, saw him walking slowly and said By the way, I forgot to tell you another thing.

I cut my position in half and started to cover up my position.Apart from the founder of Qunxing Capital, the person Lu Chengye mentioned could be someone else, but that made me even more puzzled It s possible.

It can be said that the rain and dew are equally shared.All in all, the good news is that it s over Live quietly in the villa. At this moment, Fang Hong was sitting quite comfortably in the leisure area on the first floor.

5 times, and the market value of Bitcoin also exceeded the 100 billion mark for the first time in history.Hua Yongming silently said He nodded and seemed to understand why Fang Hong let Star Capital enter the high tech field or emerging industries, constantly spending money in various cutting edge technology fields and occupying an absolute majority.

In many cases, this thing is indeed more convenient and smarter than traditional search engines, but the information or answers generated are It is integrated based on its own understanding.The price of 56 yuan hit a record high, and it also broke out of the recent eight consecutive market conditions.

It opened at the daily limit in the morning, and now it has risen from more than 8 points underwater, and it has almost reached the quasi sky and earth limit.At around 15 22 in China, it was late at night in North America at the same time.

The room number is 38. You are welcome to come and watch tomorrow.It was God K who supported Jiuzhou Blue Arrow against all odds and continued to invest money.

Xingyu Technology only has one request, To put it more down to earth, we feel that the Qualcomm Snapdragon chip is not very good and cannot keep up with our requirements for the new generation of mobile phones.These seven public funds do not need to cash out their stocks, and they have cash in their accounts to cope with the redemption pressure of the Christians.

It costs 100 yuan to replace the opponent s target worth 1 yuan.In addition, there are a number of other details that have been optimized, including private sleeping compartments, personal storage space and Public areas for social entertainment.

Do you think I can become a professional Fang Hong saw this barrage and immediately said Can I trade stocks professionally at the age of 37 Personally, I don t recommend it.Everyone present nodded, without any objection. I don t have the ability or qualifications to object.

Therefore, it can provide abundant, reliable and clean energy for mankind and is one of the feasible ways to fundamentally solve the energy problem.The funds that entered the market yesterday were completely disappointed when they saw the amount of funds in this order.

However, these seven newly launched funds are all over the counter public funds, and the threshold is relatively low.The most you can do is spend 30 yuan. This can greatly curb the survival space of piracy.

OK. M The other two companies are Kunpeng Technology, a newcomer in the field of commercial drones, and the other one is Yixing Media Group, which was rumored to be listed on a backdoor listing last year.But just this news is not enough to kill Big A. The real reason is that around 11 o clock, news about the Big A international version came out again.

It is accompanied by a pessimistic atmosphere of panic, numbness in the face of good news, and a market environment in which bad news is infinitely magnified.Individual stocks generally rose and trading volume also increased significantly.

There was no time to report. Fang Hong said. You said you Luo Qing an was speechless for a moment. In fact, Fang Hong knew that reporting this matter in advance would never be implemented.

Everyone knew what would happen if they were dragged to Abomination s side.After all, he has officially appeared several times, and the Son of Nature will collect some information as long as he is not dead.

Shadow Swordsman This troop is not here to see a show.Templar warriors, archers, crusaders, paladins, the possessions of spellcasters are a huge wealth.

The terrifying power brought by his size allows Abomination to do this easily.Led by Raphael, they arrived in front of a large motorcade and met 300 Raging Dragon Guild players halfway.

In the extremely dangerous wilderness, flying in the sky is the best target, unless you are a dragon or have invincible strength.But only children can make choices, and adults naturally want them all.

It s easy for the Time Assassin to detect something.Snap The Silver Pegasus flew at full speed, showing the speed of a mage killer.

If you want to get rewards, you d better go all out If you fish in troubled waters and the system determines that you have not paid enough, then the Beast King will also There is no way.The combat effectiveness of life style players can be said to be completely non existent. Facing the wolf like Silver Pegasus, he was easily killed in less than one turn.

As for the power of the Grandmaster level battle skills, just look at the arrow rain, which almost doubles the Phantom Shooter s long range firepower.It s a pity that he didn t notice that Zhao Hao was extremely calm, as if he couldn t see that he was about to lose at the hands of the opponent.

Now the old Marquis can t protect you. What Qin Hu opened his eyes When he looked around, he saw that he was staying in a tent, and in front of him was a soldier wearing leather armor.Name Lord s Heart Effect Can establish a territory and redeem it Contribution value 500000 Quantity 99 After reading this, both men and women will definitely shed tears.

After the two sides got close. The first person to make a move was not the big goblin, but the lord of gods and monsters wearing a red hat and a red vest, floating above the troops.It s the undead The soldiers kept screaming like they were encountering snakes and scorpions.

However, the number has been reduced by less than half in the past few days, leaving the major guilds to choose to leave the Glowing Plains and go deep into the demon controlled areas to increase their contributions.This is the trump card prepared by Luo Er and others.

But what he couldn t understand was why he could survive his own attack.The spearmen may not be the strongest in the first level among the nine camps, but their defense must be the strongest in the spear formation state.

But the prerequisite is that it can hit Normal situation Under the circumstances, it is extremely difficult for humans to shoot bees.If it really improves attributes such as spell power by 30 , it must at least be of silver fantasy quality.

The ammunition should be 36 rounds, but it is doubled with the blessing of the Phantom Bow.If it were to be hateful, it would have no other use than being a target.

Nearly 100,000 orc warriors and dozens of Behemoths were easily defeated, and their strength is too amazing.Note that these are all flying undead. Even though its speed is not as fast as other flying creatures, its maneuverability is also extremely strong.

Now it is less than a few tenths of its future peak.How could the purchased slaves be as good as these pirates in terms of physical fitness The bad thing is that pirates are not as easy to manage as slaves.

It s not like the God of Death has never died in a siege.But there is no way, he is the leader of the clan, and there is a battlefield here If he directly If you avoid it, the people behind you will be unlucky.

He was very thin and frail. He had already endured the torture and looked like he was barely alive.

This situation makes sense. At this point, everyone can see that the final winner must be the One horned Ghost King.It s just that Dou Changzai was like this when he was affected.

Bee General, followed by a swarm of alcoholic bees flying in the sky, covering almost half of the arena.Now the others were no longer calm, and the Budai Ghost King shouted So, aren t you plotting against us as well Fuliu Ghost King, do you still plan to wipe out our entire Ten Kings Palace Where are you from Do you have the confidence to deal with so many of us alone The Big Belly Ghost King even said Well, you Fuliu Ghost King, you dare to plot against so many of us by yourself, you are so bold.

Not to mention a monk in the early stage of Yuanying, even in the middle stage of Yuanying, he had never heard of anyone whose sword formation was so powerful.The Ghost King of Long Eyebrows will definitely I would not trade my long eyebrows in this situation.

If something unexpected happens, the boat may capsize in the gutter.the first six in the period are ghost cultivators in the late stage of Yuanying, and the last three have also reached the sixth level of Yuanying.

He originally wanted to get in touch with the Long Eyebrow Ghost King so that he could get a long eyebrow to use to treat Yu Mengmiao.After hearing what the two said, everyone realized that there was indeed something abnormal about this white haired old woman.

Naturally, their future and destiny cannot be compared with those ghost kings.and he also understood that the strength gap between each level of Yuanying monks was like a chasm.

True Lord Yinshan brought True Lord Chujiang all the way into the room.Qingyang said. He had no intention of embarrassing those low level monks.

After killing Fusong Ghost King, Fusang Ghost King turned to look at the other people in Fuliu City and said, Do you choose to be loyal to me, or are you prepared to suffer the same fate as Fusong Ghost King.If you use it again, wouldn t the effect be better With the participation of these people, the auction price has been rising steadily, and soon exceeded double the starting price, as if the Hades Stone was suddenly worthless, just like this There are still many people who have not given up, gritting their teeth and raising the price again, hoping that their opponents will give up.

By then, being counterattacked by the formation will also be the end of defeat.Although he knew which golden elixir monks were more dangerous, Hongguang True Lord did not rush on the road with all his strength.

Then Qingyang cleaned up the sand around the stone pillar, circled it several times, and completed a set of procedures according to the original operation of Master Guihe.He still needs the necessary respect, not to mention that the giant ghost king has not yet arrived.

Let s not say what the underworld giant crocodile was thinking.The Ten Kings Palace is a super sect with a radius of millions of miles deep in the Nether Realm.

The Ten Kings Palace didn t know what the situation was like with the Long Eyebrow Ghost King, so they didn t rush to confirm it.The erosion of the toxins and the loss of energy make the mother Gu s struggle weaker and weaker, and her body It is also getting smaller at a speed visible to the naked eye.

In order to show his identity, some high profile monks will release their momentum early, and the low level monks at the city gate will get out of the way.Now that he has cut off one of his arms, his strength is even lower than the two golden elixir monks present.

I was dumbfounded. Could this Fuliu Ghost King be crazy He is just an eighth level Nascent Soul monk.Of course, the blood drinking rebirth magic book that Master Gu Hong obtained was a fake.

I don t know how he prepared it, and what grudges he has with these people present.At this time, Dou Changzai s words stopped abruptly, and his face was full of shock, because he also saw that the person in front It seemed that he was not the Baimei Ghost King he had imagined.

He couldn t help but sigh. This woman s hatred for men and jealousy of Yu Mengmiao were far beyond normal people.Then there was another bang, and the demonic dragon finally stopped.

It was just a coincidence that I came to attack the Blood Demon Sect with Elder Wusi.Maybe after reaching that realm, he will Bound by the law of heaven, there is no way to break through.

Not only must you hold on, but you must also find a way to defeat Master Guihe as soon as possible, because the iron armed monkey next to you has gradually fallen behind under the constant attacks of the black water dragon.No one dared to dissent, only the Yin Yang Buddha was a little bit dissatisfied.

If the five elements are incomplete, the complete Nascent Soul cannot be generated.Seeing that True Lord Chujiang s magic weapon was about to kill him, Qingyang suddenly became anxious.

Some of what the ancestor of the Wu family said was right.At this time, Elder Wusi suddenly poured cold water on everyone and said Things are not that simple.

It seemed that the Divine Pregnancy Fruit had no chance with them.Of course, it does not mean that there is really nothing useful in the Huangquan Valley.

Master Lingxu quickly followed behind. After leaving the cave, Master Lingxu put the stone wall in place, covered the entrance of the cave with decayed leaves again, and then headed towards Going in the other direction, Qingyang quickly found the pool and waterfall based on his memory.Thinking of this, Qingyang quickly calmed down and became cautious.

Anything he dares to eat will be digested in his stomach and converted into his energy or cultivation.No matter how powerful the cultivator is, it is useless if he is not here.

However, it was impossible for them to break through the formation in a short time.If you cooperate with Fuliu Ghost King, you can get some benefits.

He was caught by Qingyang before he could experience the abilities of the Nascent Soul cultivator.if the recommendation fails, let s compete in strength.

Generally speaking, such a monster stock will have completely overdrawn its potential after ten times its limit.Generally speaking, the market is definitely not over yet.

Some people who came out before the holiday were frightened when they saw this trend, saying it was exciting and almost got buried.The threshold for buying goods from official directly operated stores is very high.

Those who can make stable profits based on technology are minority players.79 yuan. Compared with the previous low of 50. 65 yuan, the cumulative increase reached 148. 35 , and the market value also increased to 175.

Fang Hong is not within the system, but he can consult internally.At this time, Fang Hong came to an ecological tank and stopped.

At the end, Fang Hong thought to himself and said I estimate that Xingyu Technology will not have to worry about being cut off in the next one and a half to two years.The main focus of the whole month of April will be bullish, which will push the index again.

The second section of the main rising wave rose from the price of 17.A typical case is a boss with a net worth of about 60 to 70 million.

The A share market has been so weak in the past year.Therefore, Xingyu Technology must give a high valuation and cannot have too much room for premium in the secondary market Ps Please help me get a double monthly pass for the new book Rise Starts with Finance.

reaching a trading volume of 10. 2 billion. On the last trading day before the holiday, the two consecutive lower limits were exceeded, and there was really a lot of money on the market.In the end, they were forced to use counter pointing, which became a tacit and conventional operation in the market over a long period of time.

I think you are very good, just what I want, and the previous live broadcast room Many barrages also said the same thing, and it seemed to have the meaning of being welcomed by the public.Some were profit orders, and some were meat orders to chase the high yesterday.

At the same time, Yixing Video reached the price of 315.At that time, Chen Yuyi, who was sitting next to Tian Jia and had not said a word during the whole process, suddenly said The news of that matter will be big, and it will be in The public opinion field has had a huge impact on the global scale.

If it really comes to fruition, the current International Space Station will be nothing but little Karami.Envy is real envy. For Fang Hong, this money is definitely a drop in the bucket.

If they continue to pretend to be silent, what follows is that this irrefutable evidence will be fully disclosed.At least, the vast majority of short term active funds in the market are gambling on Yixing Video.

Finally, Fang Hong thought about it and ordered In the next July, arrange for some people to go to major domestic Apple offline stores to record the daily passenger flow, and also record the number of people carrying mobile phone bags when going out.577 billion yuan and 227. 679 billion yuan. Of this amount, 227. 679 billion yuan is not shown and is directly transferred to the national tax and into the national treasury.

At that time, Lu Chengye said quickly Information you It hasn t been delivered yet.Without a capital cap, there is absolutely no guarantee of a 25 annualized return.

Therefore, if Xingyu Technology wants to go public, it will definitely not take the backdoor route.If you don t get it the second time, you should be able to get it next time.

First, the bankruptcy of the brokerage giant F Global, and then the referendum may lead to a default and trigger a major crisis.Just don t fall On the contrary, I want to break through and rise, but my whole body is just arrogant.

Those who have used it say it is good, and those who have not seen various articles or videos on the Internet about experiencing the closed beta version.