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

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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

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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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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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They couldn t believe it. They found that the person in front of them, whom they knew, was Lin Xuan.What a terrifying thunder and lightning ahead Ruochen, Lin Xuan and others fled quickly, they kept changing directions, suddenly at this moment, they saw the thunder falling in front of A Comprehensive Guide to Supporting Overall Health and Wellbeing with Centrum Multi Gummies for Adults them, as if the world was destroyed, someone was crossing the catastrophe, go to Charlotte's Web CBD Cream: A Game Changer for Fall Skin CBN: Exploring the Possibilities of Conditional Statements in Content Marketing that place quickly, they are heading for that place , flew over quickly, if the Great Sage appears his own lightning, it will be very fatal.

I don t know how long it took. Even he Forgot, he has only one belief, and that is persistence.This kid is only an early stage of a holy king, and he can actually compete with him.

Now they don t want to participate in anything. People from the Guang Clan and the Shengtian Clan also frowned.Danfeng was surrounded by a terrifying fire phoenix, and the others were surprised.

Usually, only a very small number of people are willing to take risks and explore, but these days the number of people has suddenly increased, because the ruins of the ancient heavenly court, there are visions of heaven and earth emerging, which shocked Celexa CBD Gummies Review: Uncovering the Truth About a Promising Natural Remedy everyone.r Lin Xuan smiled and said, thank you, you have promised me with your body, how can I not help you, you guy, Qin Xianer blushed, and Toad exclaimed, I will go, my uncle Come late, what did you miss Get lost, Qin Xian er kicked the toad away Next, what are you going to do Lin Xuan asked, Qin Xian er said, I have Cheech and Chong Gummies for Sleep: A Comprehensive Guide to Improving Rest with CBD Cleoa to go back, otherwise they will look for me if I don t go back for a long 5 Calm and Sleep-Promoting Charlotte's Web CBD Gummies: A Natural Approach to Relaxation time, maybe they will interrogate me.

Finally, on this day, she succeeded. She said, Mr. CBDMD Oil Tincture: A Trusted Formula for Relief Lin, it s all right. Lin Xuan A Tropical Escape for Your Mind and Body put away the broken sword and tortoise shell, and then walked out.One person steered the boat and prepared to leave, while the other took out a jade pendant and prepared to crush it.

A person who can condense such a lawful avatar must have an extraordinary background.The woman said, my name is Danfeng, and I want to talk to you about something.

Suddenly, everyone talked Chewable Vitamins for Adults: A Comprehensive Guide to Alternative Supplements about it , Do you want to attack Dan Dingmen Someone said that those ancient families and great religions will definitely not let it go, just wait, there will be a shocking battle.Lin Xuan waved his fist and turned into Charlottes Web CBD Gummies for Sleep Benefits Reviews and Science a golden sun, flying in the sky.

This kid also has a big dragon sword in his hand Lin Xuan snorted coldly, he swung the big dragon sword again and killed without explaining.One phantom, two phantoms, dozens of phantoms have been controlled, and the number is still increasing.

His sword intent was extremely terrifying. At this moment, he was condescending, looking down at the battle in the distance, and he had used the underworld art Already got this far It Cultivating Calm: A Deep Dive into Charlotte's Web CBD Gummies for Sleep and Recovery s really unimaginable, but thinking about it, this battle should be over, once the Underworld Art comes out, that kid will Charlotte's Web CBD Gummies for Sleep: A Review of Dosage and Reviews definitely not be able to resist, this peerless master said lightly.

For these Charlotte's Web CBD Gummies on Amazon: A Comprehensive Guide for Patients and Caregivers requests, Lin Xuan refused, saying that inviting him is the same as inviting Xiao Yu, so everyone turned Chill CBD Gummies Review: Benefits, Dosage, and Expert Insights to invite Xiao Clan, but those elders from Shanhai Palace A Comprehensive Review of Centrum Adult Gummies: Is It Worth the Hype? came over.Several great saints, if they really target these ancient families, it is estimated that apart from those great saints, other members of the ancient families, including the top Tianjiao, may fall.

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There are people everywhere. Fortunately, the ruins are relatively wide.With him, Heavenly Court has the hope of restarting.

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Taking a deep breath, Gu Feng said that extreme weapons generally only serve as a deterrent, and it consumes too much power to use extreme weapons.When did this happen How do they not know Lin Xuan said Unveiling the Mysteries of Chem: A Guide to Understanding and Using Chemical Compounds in a cold voice, that was when I went out alone, and when I was walking in the mountains and forests, the people from the Zifu came to kill me, and I ended up killing me.

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You are finally out. Lin Xuan walked up with a smile, and directly held the other party in his hands.This is a man, wearing a long life battle armor, mighty and extraordinary.

It illuminated the front, and finally saw clearly that it was a jar, a black jar.The next moment, he felt the void behind him split, and a palm patted on his body.

It s like this before the Wu family moved. Wouldn t it be even more chaotic if it moved Lin Haoming shook his Choose CBD Gummies Your Go: A Comprehensive Guide to Understanding and Ordering head straight.You don t have to be afraid. My daughter just has a good impression of you.

Although Jia Ruonan introduced everyone after picking them up, Lin Haoming didn t Sleepless Nights? Try CBN and CBD Gummies for a Natural Alternative! intend to have any deep friendship with Choosing the Right Marijuana Detox Kit: A Buyer's Guide these people, so he just nodded and dealt with it.Here, there are many sea going ships with a height of more than 1000 feet, and there are even some domesticated sea beasts crouching by the water.

It was still beating non stop. Hehe, you return my avatar, Yuanshen and Tianyin to me, and I will let you go Cui Changting said again through A Comprehensive Guide to Supporting Overall Health and Wellbeing with Centrum Multi Gummies for Adults voice transmission.I don t see anything, it s better to build it as soon as possible.

Although Lin Haoming didn t exert all his strength, the strength of the woman in front of him was too surprising.Although it was one against two, and the aura emitted by the two giants was still so powerful, after the real fight again, Lin Haoming felt that these two giants were not as powerful Unlock the Potential of Hemp Extract: A Comprehensive Guide to Charlotte's Web as he imagined, Unveiling the Sweet Side of Blood Sugar: A Comprehensive Guide to Cinnamon Gummies for Blood Sugar Management especially the flame giant, who obviously had The The Cheech & Chong CBD Gummies Review: A Honest Look at the Benefits and Effects aura of the peak of the Profound God Realm, but the strength is not much different from his own, even if there is no Charlotte's Web CBD Gummies: A Trusted Name for Pain Relief and Beyond stone giant, he can almost easily destroy it, so Lin Haoming can t help but feel a little strange.

Taolue, Mingrou is right about this matter. You are too impatient.Just to refine the eight door sky lock formation, it is not possible to succeed in a Charlotte's Web CBD Gummies Review: 5 Pro's and 3 Con's few years or even decades, and it will take a lot of time just to collect materials.

Falling into the battle, this completely disappeared.You should perform well. Yes, sir Li Wei immediately agreed, Then he finally asked boldly Lord Lin, what s the point of choosing candidates Tong Shi might let that girl from the Zeng family be the one.

The appearance of the law is not much different from that of the Qingxu Realm among the three realms of the Taixu Charlotte's Web CBD Gummies Review: A Comprehensive Guide to the Best Products on the Market Realm.Your sister Qingyu is actually from the Zeng family, sister Fengling, why didn t you tell me Not long after Lin Haoming heard these words, Han Ningxiang also knew, and she immediately asked at night Come up with Yinfengling.

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Miao Dingkun said. Although the matter of recruiting the Jinfeng Gang is only a very vague concept, if the fourth leader of the Jinfeng Gang really The Cheech & Chong CBD Gummies Review: A Honest Look at the Benefits and Effects accepts Duan Hun San, it may be very bad for him to recruit, and it may even block this road directly.I want to be the commander of the army of CBG vs CBD: Key Differences and Benefits Explained heaven and destroy the Centr CBD Drink Reviews: A Comprehensive Guide to the Benefits and Effectiveness of Centric CBD Beverages QJIBB demons.

I am not qualified to go to the fair at all, so so I hope that seniors can help, I inquired about my son s situation everywhere, and only that thing is the most effective.Qiniang, I will definitely thank you very much. I didn t expect that she suffered hardships because of me, but now she saves me, but she is also bitter before sweet.

Hearing this, Shang Qinglian forcibly took back the flying ring, and then the two of them turned into a ray of light and were Cbn vs. CBD Gummies: A Comprehensive Guide to Understanding the Differences and Choosing the Right Products about to leave.When she came back, it wasn t too A Comprehensive Review of Charlotte's Web Sleep CBD Gummies: Benefits, Science, and User Feedback late, but at 3 00, Han Ningxiang replaced the Charlottes Web CBD Gummies: A Comprehensive Review in 7 Key Takeaways servant girl of the Lin family, casually asked another CBG vs CBD: 7 Key Differences Which One is Right for You? maid about Mrs.

Standing in front of the stone gate, Cui Changting thought for a while, and finally took out a formation plate, and hit a spell towards the formation plate, and then the light flashed, and a white light shot out Cheap CBD Gummies: A Comprehensive Guide to Finding the Best Options from the formation plate, which fell into the stone gate at once.The time passed by for several days, and when the man stood up again after a few days, the weakness was gone.

I know everyone has some tricks. The choosing between cbd gummies or oil a comprehensive guide to finding the best option for you gliec magic circle of the Charlotte S Web CBD Capsules Review: A Comprehensive Analysis of UUGIR demons is definitely not as scary as imagined.That s right, Master, you didn t A Comprehensive Guide to Multivitamin Supplements for Men Over 50 win over them, so they first won over you.

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The city lord Xiang Xuehai is not a strong city lord, and even discusses and decides many things with Lin Chill Gummy CBD Relaxation Benefits and Reviews Haoming, and Song Ting, a fellow leftist, has no intention of highlighting the local power, and continues to cooperate with Lin Haoming as before.It is because of your years of hard work that you can retain the strength of the Dao embryo without your cultivation base being completely abolished.

After fighting five people for less Charlottes Web CBD Gummies: A Scientific Review and User's Guide than half an hour, Lin Haoming had been in danger several times, and he was not seriously injured by relying on the merit CBG vs CBD: A Comprehensive Comparison for Health and Wellness bead, and the merit was also consumed a lot, and the imaginary wings had already appeared behind him, otherwise he would have been 7 Reasons Why Charlotte's Web is a Top-Rated Brand killed by that The guy with the dagger made a sneak attack.

Never give others a chance. Friend Daoist Lin is really lucky.After hearing Yuan Unveiling the Secrets of Centrum Men's Gummies: A Comprehensive Guide to Supporting Men's Health Muqing s words, Introduction everyone looked at Lin Haoming differently.

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In Prince Qi s mansion, King Qi said to his son Zhier, go to Yunzhong County and see if the girl from the Pei family has any intentions.These two people don t have one or two together How poor Zaun couldn t help complaining.

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It just so happened that the coffin flew over to catch him, and then the black coffin opened the coffin boards, as if a big mouth was going to swallow him into it.The technique of disgusting victory Zaan had never heard of it.

Would you like me to help Madam Ann asked curiously.Zuan patted The shoulders of the two said. What about you Pei You asked suspiciously.

These are all public information from the imperial court.Everyone recalled that this was a proper game of grievances.

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That s just old man Mi s shallow knowledge and going astray.

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The lightning fist shone in all directions, extremely violent, and quickly blasted towards the pillar like finger.The three kings killing array was in the shape of a character, retreating quickly, like a meteor lightning.

This is a gorgeous dividing line There is no resistance at all, and many people are even kneeling on the ground under the pressure of this breath, trembling.On the twenty third floor of the pavilion, a hunchbacked old man s eyes were like lightning, and he had the aura of the sixth heaven of the Venerable.

This is the gorgeous dividing line The face is tense, and the little hands are tightly grasping the corners of the clothes.These are not ordinary monsters and chariots, they are extremely precious treasures, and you may not be able to see any of them in normal times.

If no one gets it, you should take care of yourself first.But now, he actually knelt at Lin Xuan s feet. Seeing this scene, Lin Xuan also nodded in satisfaction, and then he stretched out his fingers to outline What s your name Luo Bingshan.

That guy s rude words just now naturally angered the other party, Unlock the Potential of CBG and CBD: A Deep Dive into Science and Reviews so that s why he ended up like this.In terms of cultivation, Lin Xuan was not the strongest, but his fighting power made him feel chills.

It can be said that no one at the same level can surpass him in Thunderbolt.Shen Xiachi sighed My sister is indeed pitiful. First, something went wrong in her practice, and now she has to be treated as a A tool for marriage.

He was about to explain something, but Murong Qingcheng snorted softly.This black figure, with a blazing flame breath, flew quickly in the sky like a flame bird.

Venerable Qinglian took a deep breath and explained quickly.Impossible, it s absolutely impossible to be a king.

Now, the owner of Shenjian Villa celebrates his birthday, and I am afraid that he will have a banquet for the entire Tianwu Continent.Hold on, they must hold on because they still have hope, because the third rudder master of the Shendan Hall is the seventh level venerable, and he also has the fire cloud and fire in his hands, which can be said to be extremely terrifying.

This feeling is very strange. You must know that he is the eighth A Comprehensive Review of Charlotte's Web Sleep CBD Gummies: Benefits, Science, and User Feedback heaven, and Lin Xuan is only the seventh heaven.Lingfeng, the God of War Palace shouldn t send a master like you.

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Please pay attention to rest your eyes when reading for a long time.Shen Xiachi, shut up, Mr. Qilin snorted coldly. That s right, it was Shen Xiachi who spoke before. You know, he is very grateful Chronic Pain Sufferers: Are CBD Gummies Your Shark Tank? to Lin Spring Break Health Hack: Unwind and Rejuvenate with Italian-Style CBD Gummies Xuan in his heart Because Lin Xuan cured his sister Shen Jingqiu before, he can be said to be their family s great benefactor.

But he didn t care, the next moment, his handprints slowly changed, and then he sipped in a low voice.One hundred and eight thousand swords, kill me Lin Xuan shouted angrily, and the field of Dragon Sword suddenly shook, and a golden sky roc rushed out.

Either they have suffered humiliation under his hands, or they were beheaded on the spot.For Unveiling the Cheef Botanicals CBD Gummies Review: Quality and Benefits this Centr Sparkling CBD Drink Review: A Comprehensive Analysis kind of rich man, he naturally wants to slaughter it well.

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This kind of person is powerful, even able to assassinate warriors at the peak of the Ninth Layer, but in the hands of the left envoy Qing Jiao, he didn t even evade a single move.Because of the previous two shots, they learned that Lin Xuan s strength was more terrifying than they imagined, and even the King of Killers Wuying couldn t get close, which undoubtedly sounded a wake up call for them.