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.
You don t want to ask anymore You You don t want to ask anything about making fun of everyone Du Heng s face turned dark, Delete Sweet Dreams Ahead: Unlocking the Power of CBD Sleep Gummies Without Melatonin it, delete it quickly, this is the end of it, Understanding CBD Gummies forget it.He walked back with a frown and asked, How often do you purchase raw meat Three days, what happened When was the last time The day before yesterday.
We can observe and check at any time, so that we can adjust the treatment plan in time.There is no need to get it now. Seeing Du Heng frowning, still a little reluctant to accept it, Lu Zhongjiang continued, This department is not completely useless.
Fan Jimin raised his head and glanced at Du Heng, then lowered his head, shook his head and whispered two words, No.Doctor Du, what are you doing Halfway through the car, Du Heng unexpectedly received a call from Xu Pinglin.
Now I just wait for Ms. Zhou s arrangements and the court time to arrive.As for the outcome, I don t know. Anyway, I said and did everything I needed to do.
Yes, all of these situations exist. Du Heng sat up a little straighter and asked with a smile, How old are you this year 24 years old.For example, in the past, there was a very famous therapy in the West called bloodletting therapy.
They are going to send someone here to train us and give us lessons.Please tell me, where did I violate the rules Am I supposed to stand by and watch best full spectrum cbd gummies for sleep benefits reviews and guide the little girl miss the opportunity to take the college entrance examination The lawyer was stunned for a moment and thought randomly that their main focus was not this at all, but the fact that Xiaoying was dead.
Fortunately, at this time, Yu Haiting took the initiative and said, Dean, this is the one who had a nosebleed the day before yesterday.Both pulse conditions indicate that Your yin is damaged and your yang is damaged, and your kidney yang is damaged.
Don t count. Du Heng checked, External deputy director of the No.they also showed us a clear path. Du Heng stopped wandering around, What clear path Agricultural Technology Station.
Fortunately, I am lucky, I only need to prick twice and I found the place.Combined with the pulse signs of pale tongue, white greasy coating, and stringy pulse, it can be dialectically diagnosed as phlegm qi stagnation.
Just hang them in our outpatient hall. Watch the patients coming in and out.And recently, because of my health, I have been very irritable and smoked.
The woman next to the man reached out and grabbed the man s shoulder, They also looked at the man quietly and waited.Now that the situation has been discovered early, the fetus is temporarily It will Understanding Winter Insomnia not be affected, but as time Understanding the Benefits of CBD Gummies goes by, Director Liu will definitely have signs of fetal dysphoria, or even bleeding and miscarriage.
Two days ago, it was really troublesome for the boy to Ingredients and Formula blow up balloons.Only by saving her life can she consider her appearance.
It s not Finding Calm in a Storm: How Evergreen Farms CBD Gummies Helped Me Manage Anxiety summer vacation anymore, so my sister signed up for a dance class and took two days of class, and then it became like that again, and This time, the arms and legs rotated in various ways, always making some weird movements.Every day when she goes to the field, she always likes to stuff some grass leaves, roots and other things into her mouth.
Anyway, I saw many doctors and said There are all kinds of things, and various treatments have been used, but they have no effect.He is hospitalized in the hospital Unlocking Your Inner Peace: A Journey to Balance and Serenity now. Waiting for him to recover.
The discussion started immediately. Du Heng s dialectic is completely different from the previous two prescriptions.And this industry does not have so many academic qualifications restrictions for the time being.
Yes, blow up the balloon. He is still young. If he blows it up with a balloon, he might be able to unblock his lung duct.After hearing what Li Nating said, Du Heng couldn t make up his mind.
Ever since Du Heng took over the money and took out part of it, Xu Pinglin s attitude towards him has changed slightly.It didn t matter whether it was hard work or not, and Du Heng didn t care at all.
But the patient s current condition clearly shows that Wu Buwei s prescription did not work.Instantly, I felt that my hundreds or even thousands of tea leaves were a bit of a waste by brewing them directly like I did.
Then the expressions of the three of them all expressed the same meaning, are you kidding me Xu Pinglin may have anticipated such a situation, so he directly put the things in his hands on the table, and then pushed them in front of the family of three.In fact, Du Heng didn t know that the half day he spent in the clinic was squeezed out of Deputy Director Zheng.
Du Heng looked through the information in his hand again, Is there anyone else in their family He My parents died early, and I have a younger sister who is already married.
He wanted to live a good life with Wang Zhenzhen today.Looking at Du Heng s expression, coupled with Du Heng s identity as the dean and the fact that this was a hospital, they had no choice but to believe it.
After a brief connection, he left space for the two of them.This time, he was also concerned about Du Heng s stay in the hospital.
Express my stance. So I agreed, and I had to shoot it well.There are still a lot of things to do in the hospital.
However, he didn t want Zhang Dewen to avoid him and said to the junior student, You should go back by yourself first.If that happens, you won t have anywhere to cry. And that place is so fragile.
And now, this person is capable and valiant, and her actions are bright and clean.Listening to Director Jia s words on the phone, Du Heng could only get up from the bed.
As for the few people involved, they didn t know how to discuss it, especially when the instigator, Professor Wang, had already run away.I felt a lot of embarrassment in my heart. Now that I have Du Heng watching over me, I feel even more embarrassed.
Fortunately, I remembered it today. If I had been careless, I might have forgotten this matter and let Uncle Bai drink this large dose of medicine for a few more days.Du Heng turned around and looked at Section Chief Song with a smile, Chief Song, this time there are six doses of medicine, one in the morning and one in the blue vibes cbd gummies comprehensive review evening.
Tumors cannot be diagnosed by taking a pulse. Wu Shengnan s father Blue Vibe CBD Gummies: A Deep Analysis of Consumer Reports immediately frowned slightly.After saying that, he looked at Du Heng and waited for Du Heng s final decision.
It can be seen that the teaching in this class is unqualified.What now What do you mean the junior asked thoughtfully.
Then he looked at Du Heng and asked, Then what should I do Is there any way to save this Du Heng smiled, Of course there is, just raise the Yang and dissipate the Yin.The pharmacy is about to open, and it won t work if you don t have any emergency supplies.
It was yes, it was the order issued by his hospital, which was the payment receipt for taking the medicine.At this time, when he heard Du Heng s words, he nodded in agreement.
I ve brought your things back to you, and you can also take back this money.The more they are used, the worse they become. Du Heng looked complicated, paused and said, This is why when prescribing medicine, we only paid attention to the symptoms of local stroke, but did not consider that the patient s overall yin deficiency and internal injuries were so severe.
Du Heng found The Power of CBD the most comfortable position to lie down Okay, Ending Menopause Sleep Disturbances with CBD Gummies: My Personal Journey Then let me ask you, what is the commonality of the illnesses of these more than 20 people this morning Why are there such commonalities Gu Ping was dumbfounded.They just told me not to eat cold food. But I didn t eat either.
I have to think about it carefully. With that said, he stood up and started to pack things, packing all the sorted lists, prescriptions, and medicine boxes into Find Your Inner Peace: Unleashing the Calming Power of CBD Gummies categories.There is no need to go through transfer procedures.
The patient was a little confused, Can t I go see Dr.I estimate that in this case, it will take five or six operations.
It s like asking you if you have eaten, and she said yes.Treated patients. Seeing Zhou Yixian s surprised look, Du Heng added, Tomorrow, I will spend half a day at the Traditional Chinese Medicine Clinic in Provincial No.
When you look at it, you can see that it is not a hundred and eighty people, but hundreds of people.How about it Will you give me this face I must give it, I will give it to you.
The emergency doctor frowned a little. This parent is too ignorant.Although the old man can eat, drink and respond to calls now, it will only last for three months at most.
No. looking like he was about to speak but hesitated.Du Heng could definitely guess what this kind of talk meant, but it was very uncomfortable.
She always complains when she goes home. she not only has to teach the children, but also has to pay attention to the children s psychological problems at all times.It s Chinese medicine, which replenishes qi and blood.
So when she returned to the nursing station, Wang Lili informed her of something that made all the nurses look bad.I got angry. I rushed up and pulled the man away. Only then did I realize that it was Zhao Xinyuan who smashed the door.
Du Heng got up and took the patient to the infusion room of the outpatient clinic.It has a lot of medicines, including ginseng, Morinda officinalis, deer antler, and golden cherry seeds.
There are a total of sixteen kinds of medicines, and some of them are relatively expensive, so the price will be higher.
If you need anything, just tell me. Thank you, Professor Li, I m sorry for your trouble.When Du Heng saw Yang Wei, he suddenly remembered that he had brought two patients back today.
After returning home, the food I cook is not good. eat.As long as it doesn t delay the work of your health center, you can go there anytime.
Even if his wife next to him pulled him, he wouldn t back down.Yu Haiting also felt that there was no harm in giving it a try, and if it was necessary, he would choose the worst way.
However, the patient s condition is Finding Relief in the Wilderness: Can CBD Gummies Help with Shooting Pains? very bad. Why don t we take a look now Okay, let s take a look and discuss it together.Du Heng was stunned, What do you mean Wei Kaida struggled away and turned his neck with evil intentions.
Don t worry too much. Our doctors and nurses are here.
If you want to take Li Lingsu away, you have to go back to the mountain and ask Tianzun to come forward.Pfft Chief Heng Yin stabbed another Leizhou Jianghu person Introduction to death, and shouted Before they wake up, let s deal with it quickly.
One Arhat and two Vajras were dispatched, hey, the Buddhist sect really takes me seriously.Desire personality I want more, I will never be satisfied.
The precepts of ordinary Zen masters still have traces to follow, and they need to be recited, but the precepts of Arhats are invisible and invisible.The moment they felt the two auras, two words came to mind spontaneously in everyone s mind Extraordinary Breath beyond the mortal.
These can be learned.Changing to the fourth prince is no better than him.The machine escaped.She was entangled with three women, Xu Qiding crossed his hands, posed on the table, and said How much cultivation do you have, and how much strength can you use This is related to the project of the project.
Having said that, he also confirmed that Luo Yuheng did have a good impression of him, and he didn t just use it.The risk factor is not the same.Dharma Protector Vajra closed his eyes and did not speak again.
Nalan Tianlu s consent should be required.She did not leave the dream immediately, but chose to watch the dream, which is the best proof.Chai Xing er frowned in thought, and said Senior is right, but that day I fought against him personally to confirm that Chai Xian is himself, and many people in the mansion Finding Peace of Mind with CBD Gummies Support: A Guide to Quality Customer Service can testify.
It was a nine petal lotus platform, on which stood a King Kong with a dark golden complexion and a ring of fire behind his head.Wang Shoufu The Science Behind Sleep and Anxiety was silent.In the spacious big room, there was silence for a while.
Every fourth rank master is a well known existence in the Jianghu, and he is by no means a mere fish.Chen Er did not forget to flatter and say Master, this is the medicinal wine brewed by our unique secret recipe in Sanshui Town.
Good wine Chu Yuanzhen is a good wine man, after taking a sip, his eyes lit up It tastes better when it is warmed.In order to resolve the slightly awkward atmosphere, Li Lingsu said Actually, the one I want to meet the most is that Princess Zhenbei, the number one beauty in Dafeng.
That was the first time I saw the palace master.He was dressed in white clothes like snow, standing majestically in the yard, while the maidservants around turned a blind eye to him.Xu Qi an tried his best to parry, he has the ability to transform energy , should not be afraid of melee combat, but King Kong has the same ability, and the two sides are not at the same level in terms of strength.
He whispered.The big rat turned its head and walked away.Unless we can penetrate half of Dafeng in a short period of time and approach the capital, otherwise, once the war in Shanhaiguan subsides, Dafeng and Buddhism will have Time to draw best cbd gummies sacramento troops to deal with us.
Li Lingsu was silent for a The Truth About Alpha Labs CBD Gummies: Uncovering Reviews and Complaints few seconds, then said helplessly If she is really the mastermind behind the scenes, what will you do Xu Qi an looked at him Murdering brother, even committing murder, is a capital crime Li Lingsu s face turned ugly.Luo Yuheng looked at him coldly, and spit out each word through his teeth Xu Qi an National teacher, I m just joking.
In the angry state violent aunt , she looks like an English teacher, like a bad tempered aunt, who gets angry at every turn, but gets angry when she is teased a little, It s actually very cute.Xu Lingyue peeled the orange and said, Mother, Si Tianjian has already replied.
But Blue Gummies for Men: A Comprehensive Guide to Enhancing Men's Health in 2025 the warlock organization and the twenty eight constellations are widely known among the high level people in Qianlong City.The old man called the two of them over to warm up the fire, Xu Qi an saw the abnormality in the face of the princess, and seemed to be trying to suppress his anger.
Looking up, it is surrounded by clouds and mist.At the end of the hall is a golden Buddha with a height of more than ten feet, just like a hill.If you don t cooperate, I ll have a good time here first, and then throw you to the nearby villagers.
You came out this time to collect dragon energy Xu Qi an asked.In normal times, she would definitely invite him to drink.
Luo Yuheng felt that his smile was very mean, and frowned slightly.He wanted to use poison to force us to leave the hall, so as to take the opportunity to snatch away Chai Xian and save Li Lingsu.
Get him out of the miserable life.Taoist Xuan Cheng nodded slightly, and after asking a few more words, he said flatly, For disturbing the girl s dream, I hope you will forgive me.Taiping Dao locks the enemy automatically, no matter how the white tiger turns, it always chases after it.
Xu Qi an leaned in, and Mu Nanzhi leaned in.The enemy retreated and we entered.The iron sword pierced through the Best CBD Gummies for Dementia: Research and Reviews Love Lohan, leaving a big hole in his chest, but no blood flowed out.
I can t enter the pagoda, but I can help settle the pressure from the outside world.Chairman Yang said as he walked, like a passionate owner Zhangzhou is one of the Dafeng granaries, the land is fertile, and the headquarters has raised ten red tailed hawks here.
