Kiến thức bảo trì

AI Trong Bảo Trì Ngành Năng Lượng Tại Việt Nam

AI Trong Bảo Trì Ngành Năng Lượng Tại Việt Nam

Tại Việt Nam, nơi nhu cầu năng lượng tăng cao cùng với sự chuyển dịch sang các nguồn năng lượng tái tạo, AI đang trở thành công cụ không thể thiếu để đảm bảo hiệu suất, giảm thiểu sự cố và hướng tới phát triển bền vững. Với hơn 20 năm kinh nghiệm trong lĩnh …

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Số hoá bảo trì là gì? Giải pháp số hoá bảo trì cho doanh nghiệp 2025

Số hoá bảo trì là gì? Giải pháp số hoá bảo trì cho doanh nghiệp 2025

Trong kỷ nguyên công nghiệp 4.0, số hoá bảo trì đang trở thành xu hướng tất yếu giúp doanh nghiệp tối ưu hoá hoạt động, nâng cao năng suất và hiệu quả kinh doanh. Bài viết này sẽ giúp bạn hiểu rõ về khái niệm số hoá bảo trì và các giải pháp triển khai …

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Chiến Lược Quản Lý Tài Sản 2025: So Sánh Giữa Giấy Tờ, Excel và CMMS

Chiến Lược Quản Lý Tài Sản 2025: So Sánh Giữa Giấy Tờ, Excel và CMMS

Chiến Lược Quản Lý Tài Sản 2025: So Sánh Giữa Giấy Tờ, Microsoft Excel và Phần Mềm CMMS Quản lý tài sản là một phần quan trọng trong hoạt động của bất kỳ doanh nghiệp nào. Từ máy móc, thiết bị, phương tiện vận chuyển, cho đến các vật dụng văn phòng, việc theo dõi …

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KPI bảo trì khái niệm cách tính toán và ứng dụng

KPI Bảo Trì: Khái Niệm, Cách Tính Toán Và Ứng Dụng

Trong lĩnh vực quản lý bảo trì, KPI bảo trì (Key Performance Indicators) đóng một vai trò cực kỳ quan trọng. Chúng không chỉ là các số liệu để theo dõi và đánh giá hiệu quả của các hoạt động bảo trì mà còn là công cụ hỗ trợ đắc lực trong việc ra quyết …

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Tối ưu quản lý spare parts hiệu quả cho Doanh Nghiệp Sản Xuất

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For those in high volume, low margin industries such as food and beverage or automotive parts manufacturing, preventative maintenance may be wrongly seen as unattainable, due to perceived high upfront costs. The digital universe is doubling in size every two years, growing from 4.4 trillion gigabytes in 2013 to 44 trillion in 2020. Enterprises have responsibility for around 85 per cent of the data held in this digital universe, according to the EMC Digital Universe with research and Analysis by IDC report. Manufacturing plants are just one type of enterprise contributing to this data production, by choosing to collect process data in order to monitor machinery status. Here, Claudia Jarret, US country manager at automation parts supplier EU Automation, explains how plant engineers can make the most of this data and ensure their maintenance schedule benefits their plant. Manufacturers, faced with the constant pressure to keep up with customer demand while remaining flexible, are acutely aware of the threat of plant downtime. Caused by a multitude of factors, including machine failure, downtime can cost manufacturers up to $260,000 per hour, according to research by analyst firm Aberdeen Research. Therefore, preventative maintenance, where equipment is maintained before it breaks, is essential, rather than reactive maintenance, which focuses on fixing equipment following a breakdown. But for those in high volume, low margin industries such as food and beverage or automotive parts manufacturing, preventative maintenance may be wrongly seen as unattainable, due to perceived high upfront costs. 1. Prevention The days of waiting for a system to fail due to overheating motors or leaking heat transfer systems for example, are thankfully behind us. Plant managers now plan regular inspections, upgrades and troubleshooting to avoid breakdowns. These simple steps are one way in which preventative maintenance can be carried out. But as Industry 4.0 technologies such as condition monitoring become more accessible, there are even smarter, more accurate and less time-consuming methods available. Many manufacturing plants now use predictive maintenance, a sophisticated form of preventative maintenance, to establish how well equipment is functioning and accurately predict failures before they occur. Not only does this reduce the risk of downtime-causing breakdowns, but it can also mean any necessary replacement parts can be ordered and are in stock in case of equipment failures. In addition, monitoring the health of equipment can allow for gradual tweaks, where a huge overhaul would previously have been required for improvements. Alterations can improve the efficiency of processes, ultimately reducing costs by eliminating inefficient elements and increasing equipment lifespan through maintenance or replacement of wearing parts. 2. Where to start The first step a plant manager should take when implementing any preventative maintenance schedule is to gather as much data as possible. Crucially, this should include an accurate estimate of the real cost of downtime to the particular plant in question. Collating data collected by smart sensors, sales figures and retrofitted systems should allow you to take into account loss of sales, wasted product and the cost of emergency repairs, which can provide a useful baseline figure. Using their experience of the plant, maintenance engineers should also be involved to produce an ideal plan for the plant, including areas they believe will require higher levels of maintenance, such as older equipment or machinery that is inherently prone to breakdowns such as motors, turbines, or other moving parts. This plan can then be used alongside the budget to produce a realistic maintenance plan, including what level of preventative maintenance can be employed. For some manufacturers, this will mean regular equipment checks, such as once a month for a section of plant, or daily for more volatile machinery. 3. Data If true predictive maintenance is chosen, data such as temperature, pressure and vibration is collected by sensors and will be continually integrated, stored, and analyzed. The next question for manufacturers is how to make the most of these valuable, but large, data sets. Once the data has been collected, the next step to make the most of its potential is to begin analysis. One popular option for data analysis is a cloud analytics service. Here, raw data is transmitted to the cloud, where it can both be stored and analyzed for trends that can predict an event including a breakdown. Many services also incorporate an alert system and warnings of impending breakdowns can be sent via a web portal, app, e-mail, or text message to relevant personnel. Other manufacturers, perhaps concerned about cybersecurity, the long-term stability of data stored in the cloud, or lag between data collection and analysis, will choose to undertake the analysis of raw data in-house. Although this is often significantly more resource-heavy, it does give plant managers complete control over their data. 4. Obsolescence Regardless of which system is implemented, predictive maintenance can be used to manage obsolescence, in addition to reducing downtime and improving process efficiency. This means parts can be ordered at the correct time to suit the maintenance schedule. Traditionally, manufacturers would have to keep a stock of parts that may need replacing, which take up valuable space on the plant floor that can instead be used for operations. Spare parts can also be bulky and produce a health and safety hazard, including trip or fire hazards, if stored on the plant floor. Instead, manufacturers can choose to order in replacement parts only when necessary, maximizing the space and resources they have available to them. With suppliers such as EU Automation able to ship obsolescent parts worldwide within 24 hours, there is now no need to store parts on site, or to suffer extended periods of downtime waiting for them to arrive. Preventative maintenance is essential for manufacturers to reduce downtime and the vast amounts of data now being produced by plants can be effectively used for predictive maintenance. When predictive maintenance is employed, the data collected can also be used for other purposes, such as increasing process efficiency and ensuring replacement parts are ordered in plenty of time. Therefore, proper collection and analysis of this data is essential to maximize its potential and this will only become more important each year as the quantity of data increases.

Improving Maintenance in Manufacturing

For those in high volume, low margin industries such as food and beverage or automotive parts manufacturing, preventative maintenance may be wrongly seen as unattainable, due to perceived high upfront costs. The digital universe is doubling in size every two years, growing from 4.4 trillion gigabytes in 2013 to 44 trillion in 2020. Enterprises have …

Improving Maintenance in Manufacturing Read More »

ips For A Successful Preventative Maintenance Strategy

Tips For A Successful Preventative Maintenance Strategy

A successful preventative maintenance strategy involves much more than a couple of mechanics lubing your machinery moving parts on the production line. Preventative maintenance is a comprehensive and facility wide program that ensures that you’re protecting your investment dollars and supporting the bottom line of your facility, including ensuring the health and well-being of all …

Tips For A Successful Preventative Maintenance Strategy Read More »

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Li Lingsu was stunned, and immediately frowned and asked, But what does this have to do with Xing er Xu Qi an glanced at Qingli s married wife, Chai Xing er s ex husband died because of Chai Jianyuan, and you feel resentment in your heart, so you borrowed father Uncovering the Truth: A Detailed Analysis of Atena Labs CBD Gummies and son because of Chai Jianyuan s death.

Yu Geng followed his junior sister and left Dongxiao County.Before Jing Yuan could break free from Iron Corpse s embrace, three more walking corpses rushed over and knocked into the companions who were blocking the way, one wrapped around Jing Yuan s back neck, one hugged his legs, and the other Wring his hands.

He pointed to several of the neighbors.Soon, two old women came in, they were neighbors.Then, throw it back violently The peace Unveiling the Benefits of Charlotte's Web CBD: A Comprehensive Analysis knife let out a shrill scream, stabbing at the enemy who was already two feet away.

the two groups of people who guarded the Dragon Qi host Miao Youfang all turned their heads to look at the Buddha Pagoda.She begged me to ask His Majesty to marry you for my son, and marry you back to the Duke s mansion.

There is a prison guard in charge, so they are afraid of someone making trouble Li Lingsu said Under the Guanxing Tower I He and Miao Youfang will accompany you.Wang Shoufu said indifferently Are you having trouble The two daughters in law did not speak.

Chai Xing er held her breath in time and was not invaded by the poisonous gas.Therefore, the communication between the female relatives is left to Lingyue and Two sisters, Lingyin.

The other monks listened silently.Xu Qi an continued For this reason, I deliberately sneaked into the cellar a closer look at cbd gummies by hempbombs flavor potency and reviews and dissected Chai Jianyuan s body.Otherwise, this little young woman wouldn t be so resentful.

As for expelling corpses, it s a long story.Seeing that Unlocking Deep Slumber: A Comprehensive Guide to Achieving Restful Sleep with CBD Gummies two people and Bio Heal CBD Gummies: Unlocking Potential for Better Sleep, Pain Relief, and Beyond one fox have watched Come, Li Lingsu explained It is said that about 180 years ago, a strange man suddenly appeared in western Hunan.Xu Qi an closed the door and moved closer to the bed.

Since then, more and more people have sought help from Yang Qianhuan, and have been satisfied.That day in the capital, this was a heavenly genius who made all the masters fail.

As long as the follow up confrontation is not touched by the other party, Xu Qi an will still tolerate a little calmwell cbd gummies reviews and complaints a comprehensive analysis hostility between the siblings.Wait, you can come Unlock a Healthier You: The Power of Vitamin Gummies for Adults to Yang Qianhuan, a hero who serves the country and the people.

Of course, Chai Xing er s thoughts are not important, Xu Qi cbd gummies for male growth a comprehensive guide to benefits and effectiveness kgzjl an sneaked in this time because of the autopsy.Li Lingsu vented the pressure in his bladder, lowered his head, and saw a man in the manure trough called a fat mouse, half of his body soaked in manure, raised his head, and saw him with black eyes.

Barely a character.Li Lingsu s heart trembled, and cold sweat broke out on his back.The monks of Sanhua Temple were in a cloud of mist, and Panlong presided over looked at Jingxin and Jingyuan, then at Dharma Protector Vajra, and asked, Brother Du Nan seems to recognize this person Du Nan Vajra didn t answer, He said in a low tone Everyone get out and don t come near.

Beads are an important bridge to maintain their cooperation.Suddenly, a hand protruded from the shadow under her feet and grabbed her ankle.

When you return to the sect, you should ask Tianzun carefully.President What is CBD and How Does it Help with Sleep? Yang couldn t wait to pick up the teacup, blew on it, and tasted it.

After being fed with blood essence, their physique is stronger than that of ordinary refiners.She then looked at Li Miaozhen It s the middle stage of the fourth rank, and you can reach the peak of the fourth rank within a year.

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While talking, the little fox glanced at the table Glanced several times.The cultivation level of the national teacher is only one level away from the tribulation.

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With Heart Gu, Xu Qi an could already feel the emotional changes of the little mare.The furnishings were simple, and a middle aged Taoist priest sat cross legged on the bed, with a thin face and a green beard hanging down to his chest.

Why did you use the word again Not long after you left the capital, he came out from the ground to investigate the prince secretly.I m sorry, it was the love Gu who made the first move just now Xu Qi an was silent for a while, unable to answer.

The deceased father, Wei Yuan who died in battle, and Wang Shoufu who is still standing in the court, these once powerful Unlocking the Power of CBD: A Holistic Approach to a Healthier You figures all have a stable aura.The national teacher is still the same national teacher, cold and beautiful, with a little cinnabar between his Unlocking the Power of CBD Gummies: Benefits, Quality, and Expert Reviews brows, like a Unlock the Power of CBD Gummies: What You Need to Know fairy who doesn t eat fireworks.

Chai Xing er replied Chai Xian was an orphan when he was young, and he was bullied a lot.Your Majesty The Prime Minister of Dali Temple came out and mourned, I have been an official for twenty years.

It indicates that someone wants to chat privately with him.

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Oh So soon Du Heng was not surprised and just smiled softly.Cancer The woman s face turned pale. As long as there is cancer, no one is good.

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Just as Cui Ying finished thinking about it, Du Heng, who had taken the pen to write, said, I will are cannabis gummies legal a comprehensive guide to laws and regulations lfmut prescribe you six doses of Lihuo decoction, Finding Peace in the Night: How Evergreen Farms CBD Gummies Can Help Tame Racing Thoughts one dose divided into two doses, twice a day in the morning and evening.It is also accompanied by signs of leaking pulse in the house.

If phlegm and dampness Unlock the Power of CBD Gummies in Florida: Benefits, Legality, and Top Stores are not dispersed, they will inevitably generate heat.Originally, one child had a problem, which had already Unlocking the Power of Bioscience CBD Gummies: A Comprehensive Guide to Benefits, Side Effects, and Reviews made them confused.

The fees Finding Calm in Chaos: A Parent's Guide to Spectrum CBD Gummies for Stress Relief here are too expensive. No, the dean didn t even mention it. It s just the fees charged according to the hospital s standards.If you really want to change the dilemma of traditional Chinese medicine, you can solve most of the obstacles to development by starting from two aspects.

When I came here, I felt so happy. Honey, do you really like shooting on location Du Heng glanced at Wu Shengnan funny, no matter how bold this woman usually behaves, she is still a woman, and it is her nature to love beauty and romance.OK Two works in a row Li Jianwei asked doubtfully. Yes, the second author is Wu Buwei.

Even I, let alone you, cannot touch that power. Temporarily avoiding the edge and avoiding a direct conflict is the best choice.Indirectly, he outshone all the experts who had Unlocking the Power of CBD: A Guide to the Benefits and Effects of Purr CBD Gummies treated Dr.

If something like that Igniting Passion: Top-Rated CBD Gummies for Natural Libido Boosters really happened, it would be really troublesome.He was close to Du Heng and could help with things, but there were some things that he had to say and it was not time to express his heart and soul.

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How could they do this Du Heng advised Kang Zhirong.She had done something he didn t dare to do. This old guy is so annoying.

Why He has suspended me from my job, why should I suffer that penalty Don t go.He is not afraid of any loss to himself, he is afraid that his family will be hurt because of his actions.

The calf had regained its color and its skin was gradually smoothing, but a faint purple mark appeared on it again.Three months ago, his father died of illness. Qin Hu ascended the throne and became the new champion prince.

Du Heng shook his head and said coldly, There s nothing to talk about.By the way, don t use claptrap names like the gospel and welfare.

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Now, she seemed to know a question, Doctor, can my son s disease be cured Du Heng didn t know what the patient s mother was thinking, but he just followed her words and said, The discovery was quite timely, and the problem is not that big.I have already let my students get started before, and now I am asking just so that everyone can live with it.

But if the treatment is successful four times, then you have to pay attention.I am definitely willing to do this, but in this way, the medical staff Isn t the number a bit too much I m afraid that these comrades from the gynecology department will have objections.

Du Heng also put away his playful smile and became more serious.At the same time, we will write a review letter for our internal review only. Qiu Pingzhen s eyes flickered, Is Jin Juan willing Can she give it Du Heng sneered.

Gao Qin told what he knew, and Du Heng s real face turned green.I have to go out for something. Qiu Pingzhen is speechless Finding Relief from Chronic Pain with Natural CBD Gummies now.

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Are you old acquaintance Finding Relief with CBD: A Comprehensive Analysis of CBD for Life Pain Relief Spray Review with Longyin Sword Meng Jingzhe asked.I I told you a long time ago that Ye Fu has deep and unknowable scheming, but you have plunged into it and refused to give up no matter what.

Meng Xiaotian s primordial spirit.Meng Jingzhe stared at the wisp of primordial spirit.Could it be are blue vibe cbd gummies legit reviews safety and effectiveness that I feel wrong The man thought to himself, and then looked up at the white cocoon hanging high.

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The black bell didn t make any sound, it just shot straight at Meng Jingzhe.There is nothing to do today.Go to the bar to listen to the music.

Every day and every night is her voice and smile.Shameless Xu Xinnian lashed out in his heart, pointing blankly Brother, you made a mistake.This is a boundless karmic fire.Let s go.He has seen a lot, so he naturally knows that such a flame cannot be defeated by himself.

The opponent is Chaopin, and when you can t figure out what Chaopin wants to do, then you are in danger.Seeing that it really didn t have any more news, Longyinjian stopped asking.

Girls like to talk about their age when they are younger, but you are strange.those points of light converge on Together, they poured into the seal continuously, and finally formed a light green bead.

Meng Jingzhe shook his head, and continued I never thought that such a famous person as you would actually rely on robbery for a living.Yes, I can be promoted to half step Martial God, but getting close to the desert is tantamount to a dead end.

At the bottom of the water earlier, Ye Shenglan wanted to pass the beads to him, but Meng Jingzhe didn bliss bites cbd gummies review are they worth it in 2025 t think about it, she just thought she didn t want her mother s relics to be buried deep in the Unlock the Secret to a Restful Night's Sleep: Sweet Dreams Ahead water.Seeing that the general situation was over, the female disciple immediately poured out all the guesses in her heart It s a hidden magic weapon.

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I can bloom cbd gummies espaol a comprehensive guide to relaxation and wellness rxacg t understand what you said.A Xi said. The green long whip paused How can you.how can you not remember.The shrine is not an ordinary existence, it is the residence of successive gods.

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Axi laughed and said, Can I be the servant of the gods , It s all unknown.Half a quarter of an hour later, a rabbit and a sword stood in front of a broken stream.

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This is my disciple.I am the teacher of the half step martial god.

Seeing that she was crying so sadly, she did not dare to show any sympathy, but continued to keep a straight face, Since you two can t sit down and What are Sour CBD Gummies? have a good chat, I will call Director Gong from the police station now.We can t bear to let you old people stand under the sun on such a hot day.

Du Heng suddenly felt a little funny. He had treated quite a few patients, especially for treating strokes, and he had gained a bit of reputation.Regarding this result, and It was pretty much what Du Heng expected.

Now that the person involved is gone and there is no further investigation, everyone looks at each other in shock.Liver deficiency leads to strong fire. If liver fire is strong, you will lose your temper easily, and you have symptoms like yours.

Du Heng touched his chin. Looking at the man s pale complexion, Du Heng The Arieyl CBD Scandal: A Closer Look at the Controversy Surrounding This MLM thought of another possibility, that is, lack of righteousness.Looking up in confusion, this girl was really crying while looking at the phone.

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Don t call. Du Heng frowned. This man is behaving strangely. That s fine.As soon as Yu Understanding CBD Gummies: A Guide to Safe Consumption with Medications Haiting ran to Du Heng s side, he calmed down.

Lu Zhongjiang rubbed his hands in excitement and paced back and forth in front of Du Heng, Great, I thought this matter was over.Then tell them all. Du Heng organized his words slightly, Yang Yuansheng s situation, Sweet Dreams Ahead: Unlocking Better Sleep with Natural Remedies from the current family income, Initial Effects: How Long Does It Take for CBD Gummies to Kick In? is nothing.

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Yesterday, I met Hao Haiyang. He said that he also had facial paralysis some time ago, and he was cured in seven days.Back at the health center, Du Heng moved his steps with difficulty, there were people everywhere, and the sounds of students moaning could be heard blue vibes cbd gummies enhancing your daily wellness routine everywhere.

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Du Heng raised his head and glanced at Wang Shuqiu, with a smile on his face, Are you off work Nonsense, I ve already come to pick you up, go home.Du Heng felt something in his heart and hurriedly He asked, Does anything feel wrong with the food My CBD Journey: Achieving Consistent Calm with Evergreen Farms Review you eat The student on the bed twisted his body very uncomfortably, holding his stomach tighter, and then told Du Unlock the Power of CBD: A Comprehensive Review of Joint Plus CBD Gummies Heng with a grin on his face, It s nothing different.

It shouldn t be. Hello Yang Yuansheng, I m Du Heng from the health Soothe Your Way: Discovering the Best CBD Gummies in Austin for Relaxation and Wellness center, can we talk Yang Yuansheng s expression was a little painful, but he looked at Du Heng with an extremely calm look, Let s go to my house and chat.Looking at the eyes of the people around them, she said decisively, Humph, what qualifications do you have to prevent us from leaving, and you still incite the common people come together.

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With Taking Control of Blood Sugar with CBD Gummies: A Breakthrough in Diabetes Management the ability to make money, am I going to drag my lover down for the rest of her life Put all the burden on her Doctor Hou stopped talking.Hepatitis. Wang Shizhen s eyes widened, Hepatitis A Not necessarily, please take me to have a look first.

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You deserve this. After Shixuan finished bleeding, Du Heng once again stimulated Renzhong and Neiguan.Du Heng didn t listen to sister Liao Quansheng complaining and complaining about all kinds of regrets, but went straight to the little girl.

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Du Heng secretly complained, is this edema Both legs aspen green rest organic full spectrum cbd gummies and the tops of both feet were all blue and purple, and the swelling was so severe that the skin of the entire lower limbs began to glow.Wow, this relationship has improved by leaps and bounds.

Things such as the usage area and infrastructure are all ready made in the health center, so he doesn t need to worry about it Sleep Better Tonight: Unlocking the Power of Calm Magnesium Gummies for a Restful Night's Sleep at all.Du Heng s good mood immediately disappeared. He just nodded lightly and said I understand.

We can also collect enough betrothal gifts. Du Heng sighed quietly, this matter is not about the betrothal gifts.