3 loại dữ liệu bảo trì quan trọng trong quản lý tài sản
Ngày nay việc ứng dụng công nghệ kỹ thuật số ngày càng phổ biến trong công tác bảo trì đã giúp các doanh nghiệp có nhiều cơ hội hơn trong việc nâng cao hiệu quả và năng suất sản xuất. Một trong những lợi ích to lớn mà các công nghệ này mang lại chính là việc giúp các kỹ thuật viên, nhà quản lý tài sản dễ dàng truy cập vào các dữ liệu bảo trì chuyên môn. Tuy nhiên để phát huy tối đa ưu thế từ lợi ích này, đòi hỏi các doanh nghiệp cần nhận thức được giá trị mà những dữ liệu này mang lại. Có 3 loại dữ liệu bảo trì quan trọng:
Các dữ liệu thu thập từ cảm biến sensor
Đây là một trong những dữ liệu được thu thập thông qua các cảm biến giám sát trên các tài sản. Có thể nói công nghệ Internet vạn vật (IoT) đang ngày một trở nên phổ biến hơn, nhiều doanh nghiệp hiện đã bắt đầu sử dụng các loại tài sản thiết bị được tích hợp các cảm biến và các hệ thống AI thông minh giúp kết nối chúng lại thành 1 hệ thống khép kín. Các hệ thống này đã giúp thúc đẩy việc quản lý và vận hành các tài sản doanh nghiệp trở nên hiệu quả hơn, giúp các doanh nghiệp tự động hóa các quy trình vận hành và bảo trì, tăng năng suất, tăng cường sự tham gia của khách hàng vào các hoạt động của doanh nghiệp, chống lại những rủi ro về tồn kho, chủ động trong việc duy trì các tài sản luôn ở trạng thái tốt nhất…
Những cảm biến này sẽ giúp doanh nghiệp thu thập và phân tích các dữ liệu về tình trạng thiết bị từ đó sẽ tạo thành những thông tin dự đoán cực kỳ hữu ý giúp cho nhà quản lý có thể kịp thời đưa ra những quyết định xử lý tốt nhất trước khi sự cố hỏng hóc có thể xảy ra.
Do tất cả cảm biến đều vận hành tự động kết hợp với các phần mềm phân tích chuyên dụng, do đó sẻ tránh được những rủi ro sai số từ các phép đo không chính xác của con người, giúp đơn giản hóa việc theo dõi tình trạng và hợp lý hóa các quá trình bảo trì dự đoán
Các dữ liệu vận hành tài sản
Dữ liệu hoạt động
Dữ liệu vận hành là các dữ liệu cần thiết cho nhân viên bảo trì. Các dữ liệu này có thể bao gồm: thông tin tài sản, vị trí tài sản, dữ liệu tồn kho vật tư phụ tùng. Các dữ liệu này thông thường là cơ sở dữ liệu bảo trì cơ sở được lưu trữ trên phần mềm quản lý bảo trì tài sản CMMS. Các kỹ thuật viên và nhân viên bảo trì sẽ sử dụng các dữ liệu này để tham khảo khi thực hiện các công việc thường ngày, còn các nhà quản lý và giám sát viên sẽ dựa vào những dữ liệu này để phân bổ tài nguyên và phân công trách nhiệm công việc cho họ.
đề cập đến các dữ liệu cần thiết của nhân viên bảo trì. Điều này bao gồm tài sản, vị trí, hàng tồn kho và thông tin kỹ thuật viên, đơn đặt hàng và quy trình làm việc và một số báo cáo hiệu quả. Đây là dữ liệu ổ đĩa và được sản xuất bởi chương trình CMMS hoặc EAM. Kỹ thuật viên sử dụng dữ liệu này để thực hiện công việc của họ trong khi người quản lý và giám sát viên sử dụng dữ liệu này để phân bổ tài nguyên và sắp xếp trách nhiệm của họ.
Các dữ liệu này thường gắn chặt với việc lập kế hoạch bảo trì và góp phần ghi nhận lại các các thông tin bảo trì quan trọng từ những hoạt động bảo trì phòng ngừa, bảo trì dự đoán hay các trường hợp sửa chữa bảo trì khẩn cấp. Dữ liệu vận hành cũng có thể được tạo ra từ các cảm biến, các hệ thống tự động hóa AI.
Các dữ liệu quản lý
Dữ liệu quản lý là những dữ liệu đề cập đến kết quả lịch sử của những dữ liệu vận hành. Các dữ liệu này có thể bao gồm: lịch sử vận hành và bảo trì, thứ tự công việc thực hiện dưới dạng các báo cáo, thông số KPI, các biểu đồ phân tích, thông số chi phí và thông tin ngân sách. Dữ liệu này có thể được sử dụng để đo lường hiệu quả công việc của nhân viên vận hành, nhân viên bảo trì, từ đó giúp nhà quản lý có thể đánh giá và điều chỉnh lại các quyết định bảo trì của họ.
Nếu như trước đây ngành CNTT và công nghệ OT thường hoạt động tác biệt nhau, thì ngày nay, với sự phát triển của công nghệ số 4.0 đã gắn kết 2 lĩnh vực này trở nên mật thiết hơn bao giờ hết, từ đó giúp doanh nghiệp tối đa hóa khả năng thu thập và xử lý dữ liệu từ cả 2 lĩnh vực này. Để làm được điều đó, đòi hỏi sự liên kết và đồng bộ giữa các cảm biến sensor, các hệ thống AI và phần mềm CMMS, EAM, ERP, phần mềm kế toán… Một khi làm được điều đó sẽ tạo ra những bước tiến lớn và vững chắc cho doanh nghiệp trong việc quản lý và bảo vệ tốt tài sản trong khi vẫn tối đa hóa hiệu suất của chúng.
shouted. You are very smart. Now you have finally figured it out. I only need your essence, blood and consciousness.As expected of the second son of the Thirteen Riders of Mangshan.
It can be said to be a truly new way. If you succeed, you will reach the sky in one step if you fail, you will die Boom boom boom At this moment, Ye Fei s body is like a battlefield, where a battle between heaven and man is going on.A ghost likes yin rather than yang. It is impossible to accept everything from the host.
In the end, not only did he not join the organization, the director died in an accidental car accident, Where Can You Buy CBD Gummies Over the Counter: A Comprehensive Guide
and his daughter is still working in public relations at Tianyuan Group.Report, his eyelids twitched violently inadvertently.
You can Observing the power of the sky and understanding the mysteries of heaven and earth also has an important function, which https://tannoorgrill.com/support/super-health-cbd-ed-gummies-reviews-a-comprehensive-guide-uaf-to-natural-wellness-bnfqz-k41q/
is to check the physique of disciples, which has the same effect as the black monument of the academy.That boy is in the Four Extremes realm. Even if he can leapfrog the challenge, he cannot be Junior Brother Hao s opponent, unless he is the second human king Kong Xuan.
A large number of palaces collapsed and dust flew. Someone took action against the Shangguan family again.They never consider the life and death of mortals wherever they go.
Once we recapture the other treasures, you have made great contributions to the sect and will definitely become a core disciple in one fell swoop.The fog below is hazy and bottomless, and it seems that ferocious beasts will rush out from below at any time.
However, after all, Ye Fei was young and so sincere, so Cold War still followed Ye Fei s wishes and called him Brother Ye.Where are you going Ye Fei asked. You don t have to worry about https://tannoorgrill.com/reviews/en-luxe-keto-acv-gummies-reviews-what-are-customers-saying-2koe-3vmm/
it Wang Teng snorted coldly, but just after How Much Weight Did Lainey Wilson Lose? Unpacking Her 2025 Fitness Transformation
taking two steps, her body softened and she suddenly fell to the ground.
Ye Fei did not alert the snake and retreated directly.He wanted to make a call, but he was worried that his phone call would be monitored during this sensitive period, so he had to suppress his gratitude in his heart for the time being.
What Liu Shengyang couldn t help but be stunned. Next, he understood, because Senior Brother Hao from the Yin Yang Sect was leading people towards this side.Father, my daughter also heard some news. After thinking for a moment, Shangguan Xianer said carefully.
Your merits are immeasurable. The old man in gray clothes said vicious words in a calm tone.The reason is still because of the Nine Heavens Demon Next, Ye Fei began to think about the future.
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the entrance to a incomplete world, but with our ability, it is difficult to find it.The ice on the ground is extremely cold. It is an auxiliary material to maintain one s sanity and suppress the hot fire in the body.
A peasant girl, plainly dressed, sat on a big rock in a daze.His eyes were protruding and bloodshot, and there were cracks in his whole head.
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This person was in shabby clothes. He was drunk and burped.stood in front of him and directly blocked Yulin s attack.
Bai Yan said solemnly. I m sorry, I have caused trouble to you.This is different from the Nine Heavens Dangerous Demon back then.
Hmph, that s it. No wonder it s so cheap. The Underground Demon King is extremely terrifying.Ye Fei s expression was a little bitter, he felt that the Ziwei Star Territory was not so easy to survive, so he forced him to Looking at them, some of them were not thinking carefully.
And when fighting inside, you can also get long range fire support from your own side.If he is a new player who enters the heroic world for the first time, he will definitely react now.
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any player dares to cause trouble, death is not the end Whether it is the Storm Leader or the Hundred Flowers Guild, they may not be as powerful as the Raging Dragon or the Windspeaker Guild, but they are definitely not something that ordinary players can provoke.
Even though these dozen adventurers were all of extraordinary strength and had their own ways to avoid or protect themselves, the formation was completely blown apart.Yes, there is definitely something wrong with this.
For a reckless commander, Heiyun s words would only make him angry, but instead of being angry, Lena spoke directly.What a priceless treasure has become in its eyes. That s not necessarily true Zhao Hao looked to the corner.
At this time, most of the pirates were thinking about how to escape.Zhao Hao also dealt with the other party several times.
If a hundred swords don t work, use a thousand swords.It s because someone invests. Investors in this plan include several giant guilds Raging Dragon, Mythology, Black Cloud Group, and Wind Whisperer.
The fighting style of Furious Abomination is so simple and crude.Before the deployment, the resident archangel would have been a full group of 1,000 units.
Powerful refers to the personal strength of these people, and the tacit understanding is because these people are like a whole, which changes their momentum qualitatively.The fighting dwarf is only 1. 5 meters tall, one head shorter than ordinary humans, but his body grows horizontally and https://tannoorgrill.com/guides/en-ketovex-bhb-gummies-mo8cfxy06-ketovex-bhb-gummies-the-go-to-solution-for-weight-loss-among-celebrities-2cih/
is extremely strong.
And the power of singing is related to quantity. From this point of view, the number of this Naga Siren tribe is quite large.Finally there are new properties. Primary dragon blood scroll attributes can transform a type of creature into a dragonborn, the life level cannot exceed the main level.
The naval generals in command shouted reminders. Be careful with the arrows above your head Naturally, the navy sailors also heard the reminder.There were only so many results because the first round of shooting was at https://tannoorgrill.com/research/cannabis-gummies-3kk-recipe-vlec/
the extreme distance and the hit rate was still a little low, not even more than half.
There are only five remaining great demons left. Yes, the Great Demon suffered huge casualties.This is still the speed of the barrier troops. If it is replaced by other camp troops, it will take at least more than two days.
Compared with normal battleships. The Storm has less attack and lethality.Dazzling light radiated from her body, and her momentum continued to rise.
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then entangled together and turned into a green dragon with claws and horns as thick as a train.
Although he has no trading partner yet, preparation in advance is necessary.The distance gave him a chance. At this time, he and Xu Chuan were in a very strange state.
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Li Shiming said with a smile.Even so, Jiang Bing wouldn t be able to come out again within NB Natures Boost CBD Gummies: Natural Relief for Relaxation and Well-being
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newcomer Jin Fengzhi and another newcomer female disciple walked into the Hidden Gong Pavilion.
He turned to look at Head Yu, and he saw a https://tannoorgrill.com/media/uncovering-the-truth-is-nufarm-cbd-oo2s9ct-gummies-a-scam-or-a-legitimate-solution-for-wellness-wi0m/
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when he saw a disk like thing.
If such a heavy blow was made to the spiritual mind, the feeling would be no less intense than a direct attack on the soul.But Iron Corpse did manage to control him for a moment, giving other demon cultivators a chance.
In fact, in the same session of newcomer training, thirty two newcomers cultivated the spiritual energy vortex, but the problem is that those newcomers in the sect sea area are not at all the same as the newcomers who participated in the Immortal Ascension Conference.The third grade sword base is much more powerful than any other spiritual weapon.
The fighting method of Sword Controlling Technique is outdated.If too much spiritual power is used, it will cause too much damage to the Five Ghosts Soul Refining Flag , thus causing the five fierce ghosts to be eliminated.
With the clone s qualifications, he would not consider those ordinary foundation building techniques, but now he can t even get the ordinary foundation building techniques.And just when the sword light approached the top of the white lotus, the figure of Jueyuan Buddha appeared.
I asked you to come here to tell you that you have passed my disciple examination and I want to accept you as an entry level disciple Elder Jian said very directly.How could he be killed in the first battle Zhiming Arhat s eyes flashed with grief.
Compared with the first floor, there are more complex patterns on the ground on the second floor, and the concentration of spiritual power has increased many times.Of course, these ways of utilizing spiritual power are the lowest level.
You must know that although the third grade metal is fused into the body, it is not impossible for the Golden elixir monks to extract it.The main reason is that it is easy to defeat a golden elixir monk, but it is extremely difficult to kill a golden elixir monk.
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This formation was developed to cooperate with the secret method to transform corpses.The price of spiritual plants grown in the middle grade spiritual field is already quite high.
Good boy A fatherly smile flashed across Elder Yin s eyes, and then he said seriously Your body refining has improved too much, which will have some impact on your attack on foundation building.There was no impact at all. The substances absorbed into the body by the Sword Demon Secret Book did not conflict with the power of the Vajra in the slightest.
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Li Shiming watched as the clone turned into a bronze corpse.The woman in green clothes woke up from her state of concentration.
It does not mean that high level means strong. Only monks who have been tempered in countless battles can gain a foothold in the world of immortality.Li Shiming returned to the cave and casually grabbed the greeting card that Deacon Xu sent into the magic circle.
Li Shiming s flying boat arrived at the outskirts of the Shushan Sect after more than ten days of flight.Senluo Sect is a demon sect. Who knows if Xu Chuan will directly send Senluo Sect to him once he kills the foundation building monks of the sect.
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Mr. Wang s bodyguard was being chased by immortal cultivators, which meant that he had something that could be spied upon by immortal cultivators, which aroused https://tannoorgrill.com/media/en-experience-transformationbest-herbal-tea-for-weight-ej1zq2rf-loss-4xwm/
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Three powerful warriors wearing light armor jumped towards the roof.speed This is one of the strengths of Wolf Rider. When sprinting a short distance, the centaur leader couldn t match his opponent, so https://tannoorgrill.com/tips/hemplabs-cbd-gummies-reviews-6ea1xl-ibz3/
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Not only does it reduce the chance of being discovered, it also consumes less energy.For this thing, let alone the heavy casualties of the army, even if it is completely destroyed, it is worth thousands of dollars.
The appearance is somewhat similar to that of the Dark Cat, but its size and aura are countless times stronger, allowing people to distinguish the two at a glance.Apparently, the other party felt that since stabbing him wouldn t https://tannoorgrill.com/topics/can-you-od-on-oe55xdwd-sleeping-gummies-a-comprehensive-guide-to-safe-usage-gratw-vj6p/
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The fog did not dissipate, but instead condensed into green clouds around the pod, which were somewhat similar to the gray and white clouds in the underworld.Next, it was the offensive force s turn to perform.
At this time, thousands of units of stone talent belatedly joined the battlefield.Naturally, the Crow Principality cannot neglect it and send people to guide them.
Now there are more than 60,000 units of skeleton soldiers, which have triggered the Skeleton Sea effect three times, making the damage of these skeleton soldiers close to that of the backbone units.At most, it will be forced to take damage. Anyway, the opponent is not a long range unit, and there is no need to worry about being killed instantly by focused fire.
Without this thing, even if he obtained the legendary hero, he would not be able to bring the opponent back from the underworld to the main plane.The woman was the eldest daughter of Chen Guogong s family, named Chen Ruoli.
So the shadow in one corner of the War Fortress can be seen.After all, this status brings him extraordinary prestige and benefits, but it also requires him to shoulder responsibilities.
Archers can be trained into phantom archers, and wood elves can be trained into shadow swordsmen.puff The terrifyingly powerful crossbow arrow shot directly through the red dragon s head.
No need to think about it, natural enchantment must be ranked first.Bai Ze waved to him eagerly. As for Ji Meng and Yingzhao, they just nodded lightly.
Now that people were using this against him, it was certainly hard for him to refute.Some people will think I did something wrong There is still a need to talk about the larger character design, so he doesn t want to take the blame.
I m a businessman, so naturally I m here to sell goods Zhao Hao pointed to the convoy in the center of the army.These players who choose to enter the body are prepared to die once.
Various control spells were thrown at her one after another, but Freya could still move freely.In the end, only the red iron rope was slowly pulled out.
