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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

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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 …

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

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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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3 sai lầm cần tránh để tăng hiệu quả bôi trơn vòng bi

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10 lợi ích của việc xây dựng cơ sở dữ liệu bảo trì Read More »

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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You should know that my words are still trustworthy.Opening the brocade box, he found a brocade handkerchief inside.

However, among the immediate descendants, although Zeng Yingli won, but after all, he was injured, and the side branch gradually began to rise.Han Ningxiang looked at the delicious fish, and she was not polite, and started to eat it.

If you want to Me, you can also come to me. Huang Tian said with a little satisfaction.This matter is somewhat troublesome Mrs. Weng said both options.

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Mr. is a villain, Tang Tong is just a small person, and he can t afford to be called Mr.

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Lin Xuan retreated to a distance, Sun Qitian said, not enough, Brother Lin pushed further.Lin Xuan sneered. Back then, the speed of the light, and his divine pupils of the sky, were able to capture it, let alone the flying python.

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Wang Chonglou was carried down, and Dragon Palace s face was gloomy and cold.This is not just about Dugu Lei, but about their Dugu family.

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Walking in the very center is a man with white hair.However, it was useless, and soon he was suppressed by two reincarnation stone tablets.

But it s too difficult, Xue Qi sighed, the tree of life is in the spiritual domain, not everyone can use it, it is a very precious thing, the fruit of life produced by the tree of life is very small, And it only bears fruit once in thousands of years.At the same time, several figures appeared from other directions, who were also saints, but they were extremely Vbjgr Do Your Cbd And Stay Effects Comprehensive In Gummies Cbd System To 114 Duration Guide A shocked.

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For another example, radar can be used to cooperate with anti aircraft artillery units, which can increase the hit rate of hitting enemy aircraft outside the visual range.In this case, it must be right to target the shore of the Salt Lake and near the South Gate.

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The army was in chaos and completely retreated At this time, the devils can stop and send a Exotic Wellness New Brand Cbd Vanatera Gummies 83 To Taking The Heights telegram to ask if there is any Expert Reviews Cbd Benefits 82298 Science Strong And Gummies reinforcements, or what is the name of the support army, who has how many troops, and then pursue it Unless there is another To Gummies 254 Comprehensive Hemp Guide The Cbd Zhu Reviews Blackberry Gummies Cbd Benefits Expert Insights 48617 And Ziming who communicated with the devil first, it can be like this Yes Zhao Gang clenched his fists, nodded happily and said At this time, all the devils are tightening their strings.

They will have a brighter future if they take a step back.This made Chu Yunfei very surprised. When he heard the battle report, World To 667 Cannabis A Gummies Relief Guide Mood Comprehensive The Cbd Discover Blissful Of he asked Fang Ligong Xgvch Of A Comprehensive Dr Analysis Life 39 Garden Cbd Reviews Formulated suspiciously Is there a mistake in the information Even if Unlock The 279 Of Review Cbd Power You Zenleaf A For Cbd Calmer Gummies the Eighth Route Army has tanks, it is impossible for the Eighth Route Army to break through the enemy s city wall so quickly For In Korea And 0457 Cbd Regulations Laws Understanding a good attack on Yuncheng, scouts are deployed in all directions to better grasp the overall situation.

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The key point is to find the location of these anti tank guns.Although this happened in the area controlled by the recalcitrant army, Wang Xuexin believed that the Eighth Route Army should also make some preparations.

But Neiji Okamura was not worried about this. He said to Yoshio Shinozuka For the issue of supplies, we can get them from the Chinese people Send the Peaceful National Army , as well as the gendarmerie brigade and the independent brigade The war against the people of China will not consume much ammunition, but can also reap a lot of supplies Yes Yoshio Shinozuka responded and passed on the order.

But I am a company commander, so I left my soldiers and ran for Pennsylvania In The Answer Are Definitive Cbd Gummies 1404 Legal my life at this time How will I lead my troops in the future How to give them orders In fact, Wang Xuexin also thought of one thing, Zhu Ziming is still 57780 Gummies Types Cbd Thc And Benefits Vegan Reviews Expert Is Gummies Florida A Laws Cbd Hemp To 955 Comprehensive Regulations Ycmjs Guide Legal And In in the army, others don t know that he is a traitor, if he leaves, the independent group will not be Quality Review Hemp Xwgfg Of Products Comprehensive Analysis A Cbd Fab 856 taken into the pit by this guy As soon as Li Yunlong heard this, his originally stern face broke into a smile That s right This bastard is like a soldier of the independent regiment.

The devil s offensive was the same as Wang Xuexin estimated.Wang Xuexin looked around and made sure that Zhu Ziming was not nearby, so he lowered his voice and said, Leader, we can t hit Maweipo It changes You can t joke about wars.

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This is capitalism, do you understand it Hearing this, the other side was unconvinced Why is it egoism The common people also weave and sell cloth, are they also egoism Then you kept arguing with each other.Only in this way can we do better than others, so Yingjiang s research subjects are very detailed.

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Fights of this intensity are commonplace for them. It can even be said that they grew up in this environment and are used to it.It makes sense. The equipment used by the Eighth Route Army was originally made by Wan Guo, and the caliber of ammunition was varied.

Another piece of information was reported by Chen Songyong.After several people sat down in the meeting room, Zhang Wanhe said with a smile I heard that this time, we can have five rifle production lines, and it s official in Citigroup But the big guys are so happy He said The factory director stayed up all night last night and made work plans all night.