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.
Because she understood that even if the Lord s Heart did not Discover the Power of Metabolix Keto ACV Gummies for Weight Loss and Wellness require investment from the Tianhai Alliance, they would not have a third chance, so they might as well invest everything in this opportunity.At this time, bomb flying dragons were falling towards the troops on the ground under the command of Bai Long.
But it s different now The explosion only blew a hole in the transport ship, but the violent flames ignited a large part of the ship s hull.Of course, that s for later. Now the Storm cannot always be used as an escort battleship.
Two golden lights flashed from behind. Boom, boom The magic shield already felt like it was about to collapse.Boss Liuyun The other party jumped out and naturally recognized Zhao Hao s identity.
Chapter 51 He seems to be hypnotized. Chapter 52 Let s see if he has any
A few pounds Chapter 53 An old piece of news is brought up again Chapter 54 Two figures beside the Biliu River Chapter 55 If you lose, call your aunt Chapter 56 Old news, full of doubts Chapter 57 Website post bar, Someone made a rumor Chapter 58 Visiting the deceased, a primary school teacher Chapter 59 Looking back on childhood, sin Chapter 60 Will it hurt to tear off the wings Chapter 61 Smiling on the face, ferocious Chapter 62 Horrible, killing the rabbit Chapter 62 Chapter 63 Her body is Exploring the Hype: Keto Pills as Seen on Shark Tank unclaimed Chapter 64 Try your luck, hypnotize again Chapter 65 Confusing The Combined Effects of Keto and Apple Cider Vinegar Gummies right and wrong, confusing right and wrong Chapter 66 The murderer deserves Mindy Kaling Weight Loss: Behind the Scenes of Her Health and Fitness Regimen to be Wynonna Judd’s Weight Loss: How She Lost 30 Pounds for Summer 2025 punished by God Chapter 67 Zhuang Yan This
Hanyue Rose looked at everything in front of her and didn t know what to say.
Because the devastating scene just now has taken away his heart and made him completely lose his pride.It s easy to tell the camps. The other party recognized Zhao Hao at a glance as belonging to Chrissy Metz’s Inspiring Weight Loss Journey the barrier camp, and both Freya and Feida carried his aura and were in the same camp by default.
But large scale battles on the surface are really indiscriminate killings.Freya did not land at the port, but flew towards the alchemy workshop not far away from the side.
It is worth mentioning that the convoy unloaded the supplies and left as soon as the battle was over, preparing to transport the second batch of supplies.This kind of person is even better at lying Zhao Haoyin stabbed the other party.
But what Zhao Hao didn t know was that Mingyi was even more shocked than him.Compared with the melee capabilities it brought, Zhao Hao valued the spell defense provided by the opponent more.
Fight. Install the latest version. Because the artillery can shoot a child with one shot, a large battleship cannot withstand a few cannons.Tear off the shield for me The hero riding a griffon in mid air behind him was anxious.
This Qin Hu was extremely cruel to others, but he was obedient to this beautiful and beautiful fianc e, treating him like a treasure.At the same time, he drank several bottles of potions to continuously increase his speed, strength, and defense
At this time, he can stir up strong winds with a single sword stroke, which shows how exaggerated his attack power is.
Observe the aftereffects. But after arriving in Youzhou, he was quickly assigned to the front line serving in front of the vanguard tent.Facing Active Life Keto Gummies: 6 Ways They Support Your Wellness Goals such a big guy, no matter how strong it is like tearing, corroding, etc.
Because once the Pale Territory has various goods from the Storm Territory, it can attract a large number of players to enter and grow with the help of its unique geographical advantages.It is also a supply base for pirates, and its location is extremely secretive.
In this case, except for Chapter 561, no Apple Cider Vinegar on Feet Weight Loss: Can It Really Help You Shed Pounds? one knows how to slay dragons better than me.As long as the two sides are in the war stage, they will adopt a co optation attitude towards the third pole of the Pale Territory, without thinking of dealing with them first.
To be able to complete the plan so smoothly, the secret cooperation between the Wind Whisperers Guild and the Black Cloud Group was absolutely indispensable.They were originally in other sea areas, but they were attracted and joined under the rules.
But it s okay, there are only ten days, if the other party doesn t take the opportunity to take action, there will Unveiling the ED Gummies Video: A Visual Guide to Their Effects be no chance.No, it s not a feeling, it s a fact. Transformation is to replace part of the opponent s blood with your own blood, so you have this feeling.
In other words, the opponent is completely the body of a flying dragon and the sheath wings of a poisonous fly.The disadvantage is that the wind, waves and monsters in the open sea are far beyond what can be compared to the offshore area, and only ships in the open sea can use it.
Of course Zhao Hao naturally wouldn t refuse, but after looking around, he said, But why don t you change places first It wasn t that he was being pretentious, but because the Dragonborn s sharp five senses made him extremely uncomfortable.They can control war machines THC Gummies for Sex: Real Benefits more accurately and fire 10 faster.
I still have something to trouble you next
Zhao Hao controlled his emotions to avoid being recognized by The Truth About Bella Hadid’s Weight Loss Transformation the two of them, and directly stated his next request.Even the supplies are prepared for White Dragon and the soldiers.
There s a price to pay When passing through the maelstrom, the ship is subjected to rotational force as if it were thrown into a washing machine, and the farther the transmission distance, the greater the force.Captain Feng Liuyun, now the headquarters has a task that you need to carry out There are too many problems with this sentence.
If a 5 watt night light is placed on the moon, and the brightness of the night light is 20 when viewed from the ground, then the survey space telescope will find celestial objects with one twentieth the brightness.83 during the session. The closing increase was locked at the 1.
Now we are using GPUs to perform in depth Learning and training.The whole month of March will be a major downturn, and it will fall back to around 2200 points at the end of the month.
If it is really canceled, it will affect the global financial market, and the impact on credibility will be unprecedented.That s all, now it s even more serious that Exploring Kelly Clarkson Gummies on Amazon Qunxing Capital is going to reverse short squeeze stocks.
As time went by, Fang Hong started chatting with the audience in the live broadcast room, mainly about the A share market.At this time, he was not excited at all, but he could be so calm, and he was taking one step at a time.
Hong Ye stopped commenting on that matter, and Fang Hong, who was banned later, was also unbanned.The opponent s market finally recovered and realized that I was fooled, I sold the chips in my hand at the floor price, and now I am forced to buy them back.
The latter was shocked after hearing this, and immediately said You want to play so big Fang Hongyan said concisely Go and execute it, this time I won t earn a Xingyu Technology If you come back, you will be considered unqualified.The more they get more and more happy, it proves that the more we are right, the more we must increase our efforts.
50 level. Immediately afterwards, the first bank stock reached its daily limit, and the banks on the Shenzhen Stock Exchange s main board closed their daily limit.At this moment, a glimpse of the truth seems to have been revealed.
Around 10,000. But Xingyu Technology has already made hundreds of millions through collective bidding, and it is still increasing.That s really it. With God K s precious time, this wave of blood loss
face covering. jpg All supports education and student aid, God K is grand.
As long as it succeeds, it will be acceptable to explode hundreds of rockets, let alone dozens of rockets.This correction is an opportunity to make money. There is no reason why I don t want free money, right Everyone is saying that regulatory authorities may restrict or even ban quantitative trading.
41 points. The next Tuesday, the A share market opened.32 yuan. A series of Wanshou brothers made a strong appearance at this time and took over the selling pressure.
The thinking of that group of people is If I fight, you can t fight back if I m anxious, you can t help if you re weak, I can t help robbing Weight Loss Gummies Now Available at Dischem if you re strong, I can t help but lock you.It has extremely high resolution and can detect from the outer layer of the epidermis to the inner layer of the epidermis to obtain better fingerprint images.
It must be first come first served, so we have to set out to fight for it now.
He said thoughtfully In the last battle, Dongfang Wanqing will still appear.But most of the time they fade out of the center of power.
In just a moment, Guo Guo immediately restored the world to its original state.There are actually only three companies with mature conditions.
A soul that doesn t belong to this world, so it s because of you that I traveled across time Zhang Xuan was shocked.It was only at this moment that the fundamental inheritance method of Zangxiang Sect was displayed in front of him without reservation.
Wear it crookedly on your head. South of the Zhulu Sea, the two largest forces on Qianluo Star Island are going to war today Boom The stone cannons on both sides were launched almost at the same time Countless meteors, from east to west, from west to east, light up the sky.Its level is very high, and it is also very primitive.
The four people could see clearly Bai Ling er s ancient boxing skills mixed with his clever body skills, faced with the four people besieging nearly two people.Although Xi Lerong is great, he is still not in the top six among the top figures in the world, and it is hard to say whether he is even in the top ten.
Xian Dao and Ying Yuan s expressions changed. Even though Xi Lerong didn t say this, this was what they thought.With the help of this power, he was reborn from the ashes.
If you say you don t force it, you don t force it. Just relax.After realizing this, Mr. Mood gently shook his head.
but it can completely move a realm equivalent to the size of a small world to an extremely distant realm, even if it is half a world away from Ziwei.Look at this baby image. It stands firm immediately after landing, and its big eyes are bright and lively.
Although the virtual realm blessing of Yu Li s attack disappeared, there was still some residual power after all, and it was still more than three points better than the peak of her true strength.This has actually Jumpstart Your Weight Loss Journey: Lose 20 lbs in One Month greatly exceeded my expectations.
But now, Huang Xiyin suddenly became extremely convinced the achievement of blameless achievement is the most accurate simultaneity.it seems that at these three time points, Qin Menglin is not as familiar with Gui Wujiu s experience as Gui Wujiu himself.
It seems to be the treasure that Gui Wujiu obtained from Banshizong.If the head is eight, then the total number is naturally sixteen.
When Chun Yuan saw Qi Xianren s move, his lips trembled slightly and he said in horror You
Qi Xianren laughed and said I have served in Hami Mountain for more than ten years.The ethereal line said thoughtfully That means that the Guiwu camp also used extraordinary methods to obtain the Only Self Mahayana Sutra.
The Luoquan Sect has only two Devil Source Heart Tracing methods that use the main altar as the source of pulling power.In the end, with a very steady, orderly and powerful attitude, he entered the realm of six transformations in one fell swoop Logically speaking, today s Bai Ling er is already a highly respected senior among the Wood Spirit clan.
Xiaochuanzi, are all the guests here She turned to look at Xu Chuan and asked.In the world of immortality, there is no need for evidence, as long as there is suspicion, you can take action.
I got it before I entered the sect. The transplant was quite successful Li Shiming smiled and introduced things on the island to Yin Shilan.Since Li Shiming How Chrissy Metz Lost Weight Successfully: 2025 Inspiring Journey killed two monks on the third level of Qi Refining and the fourth level of Qi Refining of the Hao family after leaving, even Gu Jia now thinks that this is a fishing for law enforcement.
Anyway, it s okay, he doesn t need the help of spiritual energy recently, every time he practices, he 100 Trendy Women in 2025: Do You Have to Exercise to Lose Weight with Apple Cider Vinegar? compresses the spiritual power in his body, and in a short time Time without the help of spiritual energy did not affect his cultivation.If you have any ideas, just tell her. She can provide some reference opinions Yin Shilan said with a wink at Li Shiming.
Each one is the seed of swordsmanship and will be valued by the sect.He did not think he was qualified to ask about this matter.
In the construction of the underground space here, he planned to use technological means to build a generator, which would be driven by the extra ghost.No wonder we can talk Ren Feier said, pretending to understand.
He picked up the magnet and found that the magnet s appearance was completely satisfactory.He divided the spiritual food into two portions, one for himself and one for the girl.
He was a formation master and belonged Diet to Lose Belly Fat: 8 Best Foods for Women in Their 30s to the formation lineage within the sect.Could it be that he relies on the unsatisfactory magic weapon in his hand, or on the talisman that is not as powerful as his own spells Thank you fellow Taoist for saving your life The boss of the Guan family bowed to Li Shiming and said.
No foundation building pills were used, and there was no long wait.Although Tianhai Island is a bit far away, Shushan Sect has found out information about Li Shiming through Beishu Trading Company and the original seven monks from Tianhai Island.
He first arranged a formation for himself, which was the Xuan Mingwu Shadow Formation he had obtained before.Without the owner s natal flying sword, theoretically other monks would be unable to exert its power.
To a certain extent, it is similar to the formation of a spiritual vortex in a monk s body.In five breaths, the sect s formation completely turned into white light, and terrifying spiritual power swept everything in the formation crazily.
Leaving a backdoor in the chip is a common method, which is extremely easy to achieve when the technical gap cannot be discovered.Then there are the sea Tee zum Abnehmen: Welche Sorten helfen wirklich? lines that each of the seven sects is responsible for, respectively preventing the sea beasts in the foundation building stage and the excessive number.
This was a slap in his face. Although he successfully killed the opponent, his friends in the sect found out about it afterwards, and they didn t know how to laugh at him.You must know that forcibly interrupting the main practice method has the risk of going Cleansing Teas Weight Loss Success Stories – Real Results too far.
The entire five sense connection conversion process only took five minutes to complete.The seaside was taken over by large ships until it was delivered to the sea near the sect.
There Keto ACV Pro Max Gummies: A Comprehensive Guide are only a few types of auxiliary elixirs for training during the Qi refining period.Xu Chuan shrank his neck and did not dare to say anything more.
Seeing him put away the jade bottle, Yin Shilan smiled slightly again.The other monks also saluted the visitor, and it was Elder Lu who came.
At this time, they did not notice that a slender monk in brocade clothes was walking through the door of the shop.He pulled back the black cloth on Li Shiming s face.
The efforts Chiba Temple has put in over the past hundred years are completely worth it.But even so, Elder Baili escaped. Although he escaped in a somewhat embarrassing manner, with the power of the golden elixir, he believed that Elder Baili s injuries were not serious.
