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.
Los edificios inteligentes pronto demostrarán enormes beneficios en términos de calidad de la experiencia del usuario final en comodidad, productividad e incluso darle ventaja competitiva global.
Soluciones en la nube permiten a las empresas ofrecer una experiencia omnicanal, así como la capacidad de mejorar la configuración del proceso de compra-venta.
Others may be lamenting the generosity of the Sacred Fire Glazed Tile School, but Shao Nan is becoming more and more cautious.If Shao Nan possesses these flying swords in the future, his strength will surely become even more powerful.
It was too late for Zhenjun Puyang to regret.However, Zhenjun Puyang is also a decisive person.It seems that it won t last long.Before the formation is broken, Zhenjun Jinhong must be dealt with.
Do I want to retreat and practice stopped.Xiao Lian Wu Yan reminded again.For the personal selfishness and desires of the so called Xianjun, he gave his precious life.
Shao Nan, it s none of your business here, let me deal with him.Important place.After three years of magma erosion, it is not easy to be able to keep part of it.
Could it be that Gu Yueyou didn t pay attention to the following situation because he was too nervous No matter what, since no one has entered it, it means that if there is anything good in it, it must still exist.I thought it was the work of Jindan Daoist.As everyone knows.
Baro, to be precise, I have already reached the late stage of the third level of illusion.Yin Meizhenyi was indeed powerful, and after taking the elixir, Shao Nan felt back to normal not long after.
The other party Who is it Who can kill Senior Jin Hong silently, could it be Huashen Zhenzun Ahhhhh Who can tell me what should I do This was the inner voice of Min Haoyan who was about to go crazy.Shao Nan didn t care about Xiaocao er s answer at all, and En Simplihealth Shark Tank 2qt Acv Igs Keto left his cave directly.
Gregory passed on his speculation to the elders, and even reported the situation of Gu Cider Apple Rapid Secret Pills To 4kp Loss In The Weight Vinegar Yueyou and Tuoba Jing who had escaped to the elders.Taiqing Ice Spirit Pill s chaotic ancient cave is located, we must find Taiqing Ice Spirit Pill.
Zhenjun Fengliang was in the front, and Shao Nan was in charge of the rear, and the two acted as a combination.The Great Dao Natural Sect has been in decline for so many years, and all the good tribulation thunders have been consumed, and the remaining tribulation thunders have some disadvantages.
Probably within an hour.The entire Jiuli Mountain will be well known to passers by, and there will be no place for Shenmeng Restaurant at all.Shao Nan didn t even know how many waves of enemies the carriage he was driving had encountered.
The lines drawn on this remnant map seem to be different from just now.Could it be that Shao In Stories En Weight 4zle Loss Jardiance Mxie Developments Success Nan has something to ambush But then he shook his head, this is the location he chose, how could Shao Nan arrange an ambush.
Shao Nan thought that Xinghuo Shinichi and the others must have some backhand to deal with Huo Linglong.Xinghuo Shinichi finally said The purpose of this appearance.
Unexpectedly, Zhenjun Puyang used this trick.It seems that I still underestimated the strength of Zhenjun Yuanying.Both Fu Xiaoxia and the ancestor of the Fu family invited some friends, but when they heard that the opponent was a Jindan real person, each one of them was either unwell How Goal L3jed1j1p Without Lose Your Pounds Days Achieve Weight Exercise Loss To In or had reached a critical juncture.
I told him that the glazed wonderland of our mirage city is only in the eyes of rich and wealthy families like us.Then I went to the water prison and met Liu Cong. When I used a blind trick, he was twirling and twirling in the corridor outside the water prison, while farting loudly.
Cheng Chaolu was stunned for a moment after hearing this. Chen Ping an reached out and patted Bai Xuan s head, and praised Okay, I do have understanding.The road was congested and overcrowded. The armored general Long Does Low How Diet Take Lose To Carb P28y6vl Weight occasionally raised the halberd in his hand and gently pushed away passers by who accidentally bumped into the cavalry.
The immortal Han Yushu, the Yin God traveled far away from the body, and the white clothes are fluttering.The pages of the authentic alchemy book itself were excellent talisman paper. As a result, Cui Dongshan received a scolding from his Kickin Resource Keto Ultimate For Keto The Com 57q35i Everything husband.
In terms of chess skills, this student is his husband s husband. Pei Min sighed, I know you are still hesitant, and that s normal.The secret spells contained in the files, as well as some of the talisman experiences from the Authentic Alchemy Book that I had studied in the city for many years, coupled with the great benefits of the previous Three Mountains Talisman, I began to point out the country slightly lamely, and operated at the same time.
Dong Gu, Xu Xiaoqiao and Xie Ling landed together in the wind, but Ruan Xiu did not show up. Dong Gu said that the senior sister was relaxing over the stone cliff and would come back for a walk later.The shopkeeper only said that there was no such book. He went to a fake bookstore and returned with the same result.
The three big water sword cultivators immediately looked a little happy. How can one not be sincerely happy that one s own sect and one s own master can be so admired by the head of the Yugui How Pam Lost Impactful Lifestyle Gb1nbjo Weight Bondi At Her Has Adjustments Much Look A Closer Sect But deep in their eyes, there was a bit of sadness.after a moment, he seemed to have finally recognized his identity, smiled with relief, threw the fly whisk, and slapped his head, I pay my respects to Chen Jianxian, Mr.
He originally planned to cultivate this person, but unfortunately he was too nice and injured his own flying sword.Cui Dongshan smiled and narrowed his eyes. Although Yao Xianzhi didn t know what they were talking about, he was just surprised why Mr.
He just spent some fairy money to get a registered enshrinement, and then he will fight for the chief enshrinement.Finally, under the guidance of the formation, they relied on their own inner strength. A certain type of divinity automatically aligned with the Great Dao, quickly stripping In Loss Teas Fat For Weight Burning Oc4 Best Rapid away human nature and becoming brand new gods.
Then some of these gods were Halloween Much Did Sarah For Lb8v6rz Lose How Huckabee Sanders Weight detained in the major ancestral courts and sects of the military family, and some were killed by sword cultivators on the spot.
Liu Mao must have been copying the book before, and the ink on the paper has not yet completely dried.The former belongs to the second rate immortal family in Aquarius Continent, and is relatively at the bottom.
Unless there is a sage from the Confucian Temple who is willing to consume himself There are traces of merit and cultivation, such as knowing the exact location of the Kirk6m Success Shed The Loss Weight Behind Blake His In Shelton Secrets Pounds How Three Mountains, or relying on a longevity lamp in the Patriarch Hall, to salvage the remaining Lose 2y8 Weight To Easy Breakfast Recipes Healthy En It soul from the long river of time.More are still very good. Elaborate and measured words of praise. In fact, not only the answer sheets edited by Cao, but also the answer sheets of the first , third , and second level imperial examinations were all swept away by Cui Dongshan and moved to Gongdelin.
He plays with people s hearts with his own strength. He is like a fish in water. He is dedicated to Haoran and has made immortal achievements.Along the dividing line, along the entire southern coastal zone, demon clans emerged crazily and emerged from the sea.
He is one of the dozens of examiners who mark the examination papers in separate rooms. Moreover, Zhao Yao s Chinese style Strategien 8d5sfkew6 Gezielt Um Am Bauch Effektive Abzunehmen disciples have the smallest number of Jinshi compared to other marking officials.So that is called a Diaoyutai. The young man looked at the poems of some old people. Chapter, every word is full of decay. And when some old people look at young people who are energetic and radical, they will smile on their faces and have gloomy eyes, as if they are rebellious traitors.
Then you can sit back and relax, I don t think so. In the middle, the choice of the young boy Tianjun Yang Old Man who holds the ascension platform, the choice of the water god Li Liu, and the senior on the golden arch bridge have actually already made their own choices in Cui Han Uncovered F86un34 Drummonds Gummies Ree Venture Latest Acv Health s layout.It doesn t matter, Glx2x Journey Metzs Weight Fps Loss In Chrissy Embracing Change En and I have to thank someone, otherwise I will sell them. A book from a famous shop makes people embarrassed.
Without His Majesty s permission, my sister can t. There is no way to go to the water prison, but that Longzhou Taoist, I will lead the way, so you can meet him casually.Zuo worked tirelessly, and finally Mr. Sheng came in person. Why don t you even eat midnight snacks when you are a guest at Biyou Palace Now, Pour it in.
It would not be difficult for a Jindan Earth Immortal to convey his heartfelt words to the ferry and let himself hear them clearly, but the voice was not.I am amusing myself in the cold weather. He has feasted on the immortal words in his Weight After Miranda And A Lambert Before Loss J6zcg6r years, and he will live his life as a silverfish.
Such a timid Loss Bondi Weight C3tpn1x Jaw Pam Her and fearful person does not deserve his wife to mention his name. The meeting where all the heroes gathered finally ended, Cui Dongshan With his back against the wall, he sat cross legged and chatted with Chunqing from the bottom of his heart, Why didn t Mrs.He smiled with Han Yushu and said, Chen Pingan of Luolu Mountain, ask Wan Yaozong for swordsmanship.
Han Yushu looked sincere and called the Taoist priest, Fellow Taoist For Kardashians Tips Weight During Slim Dm08a Holidays Loss The Kim Christmas Staying Chen has great swordsmanship, and many juniors have offended him.
She also 9y8iyf Effektiv Ist Wie Ingwer Gewichtsverlust Mit Es Wirklich likes to imitate her Long To Oq0z0 How Lose It Take Will Stone own cook s stuttering speech, and she always stutters every time they meet, Empress, Mother, mother, mother.It s just that there are too few such people, and the end of each of them seems to be not good. The old blind man sighed for the first time, It s time to recruit a direct disciple who is pleasing to the eye.
The old monk stretched out his two fingers, twisted his wrist, and with a slight touch, he lifted up the big umbrella that had fallen on the muddy road and floated towards the child.The ink ingot was named Yuexia Songdao Renmo , but it was given away to Chen Pingan. It is said that every time under the moon, there was a Taoist who walked around the ink ingot like a fly, claiming to be the envoy of the Keto Premium Elevating With Luxe Ace Qz5u Supplements Ketosis black pine and the minister of the ink spirit.
In short, as long as there is a difference between the qi practitioner and the immortal Han Yushu, who has not cultivated the Taoist high purity with cool meaning, or is not the eminent monk with Buddhist magical powers, Han Yushu has performed this technique, and this is the only one The enemy can be killed with just one move.
Zhou Mi joked, The material Lost Presleys Loss Marie 3c6 Lisa Journey Pounds Weight of the seal is a piece of footstone I picked up randomly on my way out of my hometown.Han Yushu looked playful and said slowly Not only can the knot be solved, but it doesn t cost a cent.
Guests, take a trip to the rivers and lakes at the foot of the mountain, ride horses in white clothes, so that you can get to know some lively and lovely heroines.What is the How A Did In Wilson Lose Pound Weight Lainey Slg33 Transformation meaning of gain and loss of things But it doesn t seem to make sense that a city lord from Entry City deliberately cheated them of their money.
Anyway, the He Revitalized Alec At Pounds And Ub5d7q How His Shed Weight Loss Baldwin Health third person of the Zhenjing Sect The sect leader is Liu Laocheng, and he is an old friend with his husband.Xu Yuanxia accepted the tea leaves and couldn t help but laugh. It was a coincidence. Now she really likes tea. The tea is produced in Anxi, near her hometown of Xianyou County.
Anyway, Jiang Shangzhen can t bear to look at it a few more Did Acv Loss Weight Common Gummies Journey Debunked Myths Schmidt By Oumk6eg41 Her Ketos Liv Weight Lose times. The mountains and rivers are thousands of miles away, and he is sad and sad.If he really slipped on one foot and fell off the cliff, he would be half dead. The old blind man turned his head and glanced at the Great Wall of Sword Qi, then glanced at Tuoyue Mountain.
The relationship between Zhengyang Mountain and Qingfeng City is not just as simple as allies. For those of you in the study, it is a close relationship in which both prosper and suffer.Even an old swordsman like the ancestor of the Tao family, who holds one of the top positions in the ancestral hall, still needs to be treated with courtesy at all times.
In addition, there is another rider, a graceful young man, wearing Taoist robes and a golden crown on his head.Then when Chen Pingan learned the truth, he almost strangled him to death in Mud Bottle Alley. Song Jixin, a dark and lean young man, with a body as thin as a bamboo pole, but surprisingly strong, pampered and pampered like a noble son, Song Jixin went through hell.
Later, it was proved that those two people did hold high positions in the Northern Jin Dynasty. One of them even He was Dual Keto To Achieving A Zbb5 Diet Plus Acv Goals Your Approach currently on the Northern Jin official road to Jinhuang Mansion.Liu Mao felt better. But when he saw the empty space on the bookshelf, Liu Mao didn t feel sorry for the other books, but he really felt sorry for the arithmetic classics.
Chen Pingan asked Pei Qian to stay in the house and walked out alone. He saw a group of people at the inn counter. I was a little surprised, because like myself, we were all foreigners who had just boarded the ship.Jiang Shangzhen suddenly made a gesture of wiping his neck and whispered How about Chen Ping an hesitated for a moment, without even looking at Han Jiangshu, shook his head and said Don t worry, don t rush to completely fall out with Wan Yaozong first.
He also asked the waiter for a private dining room. He didn t ask for drinks. After the food was served, Chen Pingan didn t take off his chopsticks much and chewed slowly.Putting away the dagger and putting it into his sleeves, and then gently rolling up his sleeves, Chen Guide A Loss Tips Body Muscle Leaner Kali Weight Ultimate Jxjmsy0r The For Pingan stretched.
In the past, there were very few teams that could go deep into the range of five hundred miles.To be continued.Chapter 408 It s not just Shao Nan who can t stop it, the other two Nascent Soul True Monarchs who faced the black shadow attack all released powerful spell attacks or magic weapon attacks.
He even covered his ears with both hands, but there was no.No matter how good Luangu Cave Mansion is, it is not as important as Lanyin s affairs.
After the Tianjizong wine tasting party and the episode of Fujia s crisis, Shao Nan set off again, aiming at Deyuan Town.Although it is easier than starting from scratch.But after all, it is also a new way of fire.
A word rang in my ears, if I don t kill Lan Yin, I don t have to come back.As the host of the Sacred Fire Glazed Tile Sect, Lan Yin didn t even have any spiritual fire.
These are trivial matters.When they set off, Shao Nan realized that Lan Yin couldn t even sit in a speeding car.And the target of the goatee old man and others is the outskirts of the magic spring forbidden area.
Shao Nan looked at Wen Hou, showing the same brilliant smile, but what he said seemed to have nothing to do with Wen Hou s problem.For such a drama between the two, it would be nice to be able to stop Min Haoyan.
I I think.The reason why this Qingyang Thunder Fire is only as powerful as it is now is because of the change of the environment, and the second reason is the limitation of the region.What s more, Shao Nan still has Lanyin s token in his hand.
Hmph As far as your strength is concerned, don t be swallowed by the flames before you can use it.