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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

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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In Daozong, apart from the elders, who would dare to compete with their Dragon Palace That is courting death.Seeing this scene, the elders felt that it was almost the same, so they said , Ladies and gentlemen, there is an ancient cave in front of us.

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The aura of one of them was extremely terrifying. There is not only starlight, but also a mysterious power.I don t want this to happen again, and I don t want to be suppressed by others, so I chose Zifu.

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At this time, Brother Hai is taking Lin Haoming s attitude, and revealed some news.If there is no resource in that world, it is impossible.

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That time, in order to bring people with them, they will probably support me even more.In fact, this guy also wears a glove under his hand after the fact, Lin Haoming believes that it is also a magic weapon, for the sake of it To hide the truth from these so called gods, Lin Haoming directly regarded it as sight, and threw it overseas together with my body.

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Li Lang said directly Your Majesty, from today s perspective, those two generals are still no bigots to His Majesty, but His Majesty still trusts him completely.An Rumiao just glanced at the eight people, then pointed to Wei Jing and said, Only one is enough, I ll go back.

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After a long time, Hua Qianpeng himself didn t even believe it.Gao Qing nodded solemnly, but Lin Haoming felt somewhat helpless, because just now, he used up the effect of unlocking the bead once.

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In fact, as time goes by, when the small increase in troops ends after the winter of the Qing Dynasty, Lin Haoming knows that his strategy has succeeded.Lin Haoming had already pulled out the silver needle at this time, looking at the thick water remaining on the silver needle after it was pierced, Said I m just looking at the situation.

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Seeing her turn around to leave, Zaan panicked and directly grabbed her hand.He paused and looked at Xie Daoyun When the time comes Zheng Dan and Ms.

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Zu Exploring the Potential Benefits of CBD and Autism: A Powerful Partnership an waved his hand, but his figure didn t stop. Sensing the calmness in his tone, Yan Xuehen s heart trembled, she bit her lip, a trace of struggle appeared on her face, and finally seeing him walking farther and farther, she couldn t help Unlock the Benefits of CBD Gummies: A Comprehensive Guide saying I didn t say no to help This brat didn t know how to say a few more good words to beg me, but he just left like this.

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A little pale, he had no choice but to turn around and leave silently.Is it With her knowledge, she couldn t tell what was so good about it.

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Jian Taiding was not in a hurry at this time, and smiled while dodging leisurely Sister in law, you are really entrusting yourself too much this time.Has Zhang Ji not come yet Uncle Ming asked, now the key to everything is on Zhang Ji, he wants to find out what happened in the room last night.

In case something happens When there is a conflict, what will he do anyway He knows Sang Hong s planning ability, and he is worried that he will mislead the other party to overestimate his own strength and make a wrong decision, so it is better to make it clear in advance.The queen breathed a sigh of relief I hope so. Unlock the Benefits of CBD Gummies for Health and Wellness Eunuch Lu said sourly Your Majesty seems to care about that Zu an.

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It is we who are sorry for them, Yu Yanluo added, so we still need you as the county magistrate I will stay in the Duke s Mansion for a while with my status, and wait for the situation to stabilize.She didn t bother Qin Guangyuan either, she sat down quietly at the side, lying on the table and listening to the other party s story with sparkling eyes, listening to him praise Zu an seemed to be praising her heart.

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Okay. Zu an had to admire that this girl is really understanding.It s okay, you guys are going to pick up the imperial envoy.