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.
Anyway, Cui Chan can accept both. At this moment, in the pavilion, neither the scholar in blue nor the young man in white separated the world from each other, and they did not even speak from their hearts.No wonder she was accepted as the guest The Ultimate Guide To Ultra Slim Acv Keto Jgbicu9 Gummies In Benefits And Insights Ian of Jade Guizong. She probably really coveted the Creation Cave. The female swordsman said angrily, There are the most people like Tongyezhou Their ability to Do Keto Gummies Really Work Studies That Prove Or Disprove It Sf61 escape is the best in the world Lu Hua Dao Lao Jindan sighed with emotion, To put it bluntly, it is better to hide in the Alli Weight Qu4dpg Loss Pills Reviews User Experiences mountains because of fear of death than those bastards who rely on monsters and beasts and do evil.
Chen Pingan was doubtful, silent for a moment, and looked around , said softly, Seeing you, I feel like I m dreaming again.There are many types of mountain talismans in the world. Talisman cultivators are almost familiar with these talismans, but they are nothing compared to the Taishan talisman.
At the top of Caizhi Mountain, the old ape in white walked down the Shinto alone. I always felt that something was not right. The guardian of Zhengyang Mountain quickly looked around, but there was nothing strange.Bai Xuan looked sincere and shouted something necessary. As a result, Cui React Keto Gummies Can They Help You Achieve Your 2qo Weight Loss Goals Dongshan looked surprised and said that speaking with such a loud voice would scare a person to death.
Liu Zong, who was exposed, said goodbye and left in anger. Now, in the capital city of Daquan under his feet, he needs to keep an eye on at least half of the Mirage City.Why do they feel like they are so compatible Xu Xie suddenly asked Is Jiang Shangzhen really in seclusion or fake Wang Ji sighed, feeling a little sad for the first time God knows, anyway, during the last meeting of the Ancestral Master Hall, he was sick and half dead, which made people sad to see.
However, the Dali capital built near Qidu in the central part was still temporarily retained and handed over to the vassal king Song Mu.Generally speaking, everything goes as expected. Guo Bailu, the direct disciple of Wu Shu, and the martial arts monk of Yuncaotang are very content and keep to themselves.
Cheng Chaolu whispered Master Cao, actually He Xiangting wants to practice boxing more than me, but he can t save face.
Chen Pingan waved his hand and refused. Cheng Chaolu said more about this matter and continued what he had said before, How S7ohhas2h Dakota Johnson Lost Weight Without Diets Her Honest Journey Punching out to the heaven and earth means going out, and warming up the fist with the intention of the body means going inward.
After S3d En Mach Keto Gummies Reviews Yjcq Chen Ping an climbed the mountain, Jiang Shangzhen looked at the female cultivator in the upper fifth realm Naomi Watts Weight Loss 05ww Pounds In Months Achieving A Healthier Lifestyle And Stronger Body who had never heard of Chen Ping an in Luo Luo Mountain.If he forms an alliance with the Longhu Mountain Celestial Master s Mansion, Jiang Shangzhen will be tougher and resist the southward encroachment of the monks from Aquarius Island and Beiju Luzhou, and strictly prohibit it.
It s a pity that Pei Qian should still be on her way Unlock Tgbcx72 Your Potential Apple Cider Vinegar Weight Loss Pills For Enhanced Metabolism home, and there is no way to let her know the news first.Chen Pingan closed the window and continued to practice boxing in the house. There was a young female cultivator on the other side of the Caiyi ferry who brought several bottles of fine Xianjia wine.
It s Master, Pushan and Qinghu Palace. The three parties have some incestuous feelings connected together, so they are just doing a business that is still relatively business like.Jiang Shangzhen crossed his legs and asked, That Wu Tijing, is it really like that What the mountain owner said was that Li Tuanjing s reincarnation was found by Madam Tian Wan, and she took her to the mountain to practice, just so that she could hate the Yellow River and Liu Ba Bridge in the future Cui Dongshan nodded and said, It s almost the same.
If Chen Ping an was willing to bargain, he probably wouldn t have paid less, but he could have moved twenty kilograms more.Said I originally planned to let Cao Qinglang be the first sect leader of the next sect, but I am worried about choosing the next sect.
When Cui Dongshan turned the pages of the book, he glanced at more than 1,200 characters, enough to support a shrine.In addition, Pei Min didn t mind this matter, so he followed the trend and roughly gave the sword skills of the three natal flying swords.
Guess, the world is dangerous. Chen Pingan patted Xiao Mili s head and said with a smile The official world is ups and downs, the clouds are treacherous, and the world is indeed dangerous.It wants to choose to fight to the death with the ferry before the avenue disappears. The painted women on the outer wall of the ferry appeared one by one, and the green bamboo sword array was activated.
Cui Chan was used as an excuse by the other party to use the word evil , and in turn, I asked Cui Cheng, who of our cultural backgrounds is more pretentious.
The student no longer recognizes the teacher as a teacher, but there is no teacher who doesn t care about the student.Ma Kuxuan in Xinghua Lane. There is also a young Earth Immortal whom I don t know. He is undoubtedly a swordsman, but his martial arts skills are a bit unusual.
Even if Dafu Academy does not agree, it will not cause too much trouble with Wanyao Sect. However, Chen Ping an no longer spoke in his heart.She breathed softly at the little herring, dotted her eyes on it, said a few words in her heart, and then gently With a slight throw, the fish entered the water, swung its tail, and disappeared very quickly.
Even Shao Nan, who knew the basics, couldn t help getting excited.What happened in the end, so it was brought forward Shao Nan said to himself, suddenly his eyes lit up.
Brother Shao, let s send it here.In front is Senior Yin Mei s cave.Huh Nine Li Sword Master suddenly turned frosty, and the terrifying murderous aura directly suppressed Lianzi Shinichi s last words.
Shao Nan was not idle.It is absolutely necessary to inquire about the news in advance.From good moves to no moves, Shao Nan has practiced more than ten thousand kinds of sword techniques, which can definitely be called good moves.
Nine Li Sword Master, as a master of a generation, of course understands this truth.Sure enough, as soon as Lan Yuanzhou s butt was warm, Ju Fengxi and Wu Yan returned to the cave.
This kind of thing.How could the five return to virtual true ones admit it.Okay, what s going on Shao Nan asked eagerly after activating the formation.
It has been several years since I came to the Holy Fire Glazed Tile School.As soon as he entered Shenmeng Restaurant, Shao Nan felt something was wrong.
Shao Nan didn t realize the problem of true qi, so that the true qi was always loose and loose.Not only that, Shao Nan himself also relaxed.Not good Shao Nan, run The range has expanded Xiao Cao er shouted anxiously in Uog33 a childish voice.
Otherwise, the gang With a comprehension level of 40 to 50 , the kid can t exert too much power of the formation.Will be rewarded.Thank you.thank you uncle The disciple guarding the pavilion was so excited that he didn t know what to say.
The three of them are not only the strongest members of the Sacred Fire Glazed Tile Sect, but even in Zichang Prefecture, they all have a lot of power to speak.There is only one thought in my heart.That is cut, cut, cut Cut Shao Nan shouted softly.
At this time, Shao Nan didn t know that Sword Master Jiuli and Zihuang were watching him on the mountain, and he didn t know that there was a group of people watching him at the bottom of the mountain.The most important thing is that at that time, Shinichi Hoshihwa personally led them to the final venue.
In this way, the horse s speed increased again, and with the support of Shao Nan s cooking secrets, the horse that died in two or three days could now last for four days.I m running around alone, am I looking for death Gu Yueyou was a little annoyed.
I thought it was the work of Jindan Daoist.As everyone knows.Although the Sacred Fire Glazed Tile Sect is full of volcanoes, as Rtkt6o0a Quick Weight Loss Pills Unveiled Fast Results Or Fast Talk one of the top sects on the Colorful Continent, of course there will not be all bare volcanoes within the sect.
It turned out that Sword Master Jiuli asked me to practice more than ten thousand kinds of swordsmanship for this purpose.After turning into a frog, you basically lose your fighting power.
Okay, listen up.When you arrive at the Dao Natural Sect, everyone should be honest, and don t have any conflicts with the disciples of the Dao Natural Sect.Even Shao Nan saw countless people clearing the snow under the leadership of officers, soldiers and monks in the city closest to the Sacred Fire Glazed Sect.
It seems that Shenmeng Restaurant has acquired something that Wang Ermazi s side is interested in, and Wang Ermazi s side has been entangled for a long time.Although the distance is only three hundred En Keto Acv Gummies Reviews How Over S Ko U2kh8x feet, if it is placed on a flat road, Shao Nan can walk across it in a few minutes.
Originally, the two of Shao Nan were only two days away from Jiuli Mountain, but now with the help of Zihuang, they arrived within the range of Jiuli Mountain in less than half a day.As for Shao Nan, following Yin Meizhenyi s instructions, he began to absorb the energy in the pool.
In Alan s memory, when he had nowhere to go for penance, he went there to practice.Finally, Xiaocao er realized that Shao Nan s comprehension is really evil.
To be continued.Chapter Four hundred and seventy sixth Xuanlei Yunhuo Formation has reached the level of Shaonan, and it is already possible to live without food.
After leaving the clinic door, Du Heng went straight to the waiting area, then stood in front of the patients waiting in the waiting Sculpt Your Body With Figure Weight Loss 3s0yw Pills Your Path To A Fit Physique area and began to look around.He then reached out and quickly dropped the filiform needle on the Hui point, then quickly moved forward and removed the filiform needle on the Baihui point.
At most, his arms and thighs were broken, and the left side of his head was hit with a big bump.But according to the philosophy of Miao medicine, It should be called detoxification.
Du Heng glared at Yao Youshi directly, The more I talk to you, the more irritated I become.As Du Heng said this, he glanced around and found that after such a long time, the number of students watching did not decrease, but was actually much more than before.
This guy is about to reach the final level of selection.Although Wu Shengnan was reminiscing, he also had a somewhat incredulous expression at this time, When we saw that it was going to rain, we wanted to get back to the car quickly.
Du Heng said with a stinking look on his face, Then You can t cheat me either.They went to the hospital, but it was too serious and they had to call the emergency number.
You may not necessarily see benefits immediately after investing.Regarding the acupuncture treatment of pediatric diseases, Du Heng helped design the outline.
He went to the stairwell to smoke a cigarette. A cigarette lasts for a long time, but it also seems to be very short, because during this period of time, he seems to have thought about a lot, so many things that have happened for several years but he seems to have thought about nothing, because when he put out the cigarette butt, His mind went blank.
Moreover, I have only returned to China for more than a month.If the medicine has no effect, forget it, but if it does, you must continue to process these medicinal materials.
Why don t I know You are not a shareholder of our company, why do you know Liao Quansheng glared at Du Heng, Tell me, why did you come to me today Du Heng thought about it, and Liao Quansheng was right.If it can be implemented, it should have a greater increase in product sales.
In one word, uncomfortable. However, the staff around the treatment recipient seemed to have the same idea.He didn t expect any acupuncture points to be in these two places.
Director Qu, what s going on Do you need help Du Heng slowly walked to Deputy Director Qu and asked in a low voice.And it was this discovery that made Du Heng suddenly feel a little more inexplicably irritated about his wife having to go out on business.
This made Keto Gummies On H2gi8scg Shark Tank Do They Really Help Lose Pounds him confused again, so much so that he wanted to experience Luo Deng s superb diagnostic ability for himself.End of Chapter Originally, Tang Jinhan s outstanding performance made Du Heng very happy.
Xu Qi an said with a wry smile Princess Lin an said that if I don Leannx Gummies Lean Towards A T1zd Healthier You t agree, she will shout molestation.But there are so many enemies outside the chessboard that make people headaches.
In this world, only martial arts are the Scott Disicks Weight Gain 3zh Journey What Really Happened purest.Although it is forbidden by force, it has to be admitted that the more rebellious a warrior is, the more courageous and diligent he is.Number nine is the Taoist priest of Jinlian, and number one is someone from the imperial court.
November 12th, until today, nothing has been achieved.Juren in the same period can also be regarded as half of classmates.
Xu Qi an cleverly changed the topic, and said There is something I want to ask Miss Caiwei.Changing any silver gong would cause conflicts with him.
Zhang Yang was taken aback, and his beautiful almond eyes rolled around, This, this Zhang Xian immediately said My lord, how did the thief sneak into the house, and how did my mother know My lord can t impose the guilt on my mother and my son.Only then did he have the energy to observe the situation around him.
The moment the majestic horse hit the ground, it finally fell to the ground exhausted, as if it had been drained of all vitality, and died convulsingly.Fu Xiang poked the maid s head with her finger and sighed A woman Elevating R9t3 The Game Fat Burning Supplements Featured On Shark Tank wants to be famous in history.
Auntie treats you as if she was her own.Auntie comes to wash it.She didn t know what she was about to face, but Chrissy Metzs Amazing 9naqo9 it would definitely not be a good thing.
The eldest princess didn t explain the reason for the conflict, she didn t defend Xu Qi an, because she knew that these were not important.No.1 paused, and sent out a message Five hundred years One About five hundred years ago, the prince at that time was swimming in the lake in Sangbo, and accidentally fell into the water.
Wei Yuan said I will let Jinyutang, Chunfengtang, and Zhenxietang jointly handle this case.The toothpaste of the previous life is far inferior to the tooth powder of this era.
Zhu Guangxiao came over without saying a word, took off the rope around his waist, and restrained his colleagues himself.Whoever dares to rob people will be beaten out of their brains.
Xu Qi an s mind flashed the rules of playing tea circles described by Wang Butou, trying his best to make his smile gentle, and bowed to everyone Yang Ling, a scholar in Changle County, everyone, be polite.She held the rein Get The Scoop On Gummies Weight Loss Reviews The Ultimate Guide To Choosing The Best Product 9wzpln For Yo Zly in one hand , with one hand holding the oil paper bag in his arms, half of the white bun was exposed, and as the horse bumped, he tried hard to jump out.
Song Shark Tanks Famous Gummies The Weight Loss Solution That Helped Celebrities Shed 55x145r Pounds Tingfeng rolled his eyes, and his eyes fell on Xu Qi an s arm, I see that you touched your hand many times, is the injury serious Xu Qi an rolled up his sleeve with a wry smile, his arm was already red and swollen.When you have more power, someone else loses it.The highest state of party struggle is to ostracize the emperor and become the uncrowned emperor.
Sangbo is the place where the founding emperor of Dafeng proclaimed his Taoism, and it has extraordinary symbolic meaning.He did not say anything against his will, but at Shark Tank Biolyfe Innovating Keto One Product At 54it A Time the same time revealed the hint that the Tianjian valued Xu Qi an.
If it was fake, it should have been discovered long ago.He didn t cut the throat, but directly cut off the side carotid artery.
The brother and sister looked at each other silently for a few seconds through the window.Is it possible to tell lies unscrupulously after passing through the ninth rank novice Xu Qi an smiled.
As for Miyagi, also known as the imperial palace, it is the emperor s home, where concubines and princes and daughters live.The previous steps have not changed, the real change should be the last step lightning strike How is this lightning strike different from last time A few slightly weak electric arcs flashed in his heart, Song Qing s body shook, and said excitedly I understand, I understand.
At this time, he had inexplicable palpitations Shania Twain Weight Loss From To Pounds Fh7 At again, and took out the small jade mirror in his arms, a line of small words slowly appeared on the clean mirror Jiu Where are you Xu Qi an frowned, what the hell was going on.Li Daru s ears moved, catching the intermittent conversation sent by the mountain wind First, there is a poem that no one in the world knows the king, and now there is a poem to encourage learning.
