Kỹ sư bảo trì dự đoán là gì?

Ngành công nghiệp ô tô đóng vai trò quan trọng trong nền kinh tế toàn cầu. Nhiều nhà máy sản xuất phụ tùng và linh kiện để sản xuất ô tô bằng hệ thống giao hàng “đúng lúc”. Bất kỳ sự dừng sản xuất ngoài kế hoạch nào do hỏng máy đều làm gián đoạn toàn bộ chuỗi cung ứng, dẫn đến sự chậm trễ và chi phí đáng kể. 

What is the role of a Predictive Maintenance Engineer?

Today, the traditional maintenance approach, which relies on reactive and preventive measures, is insufficient. To ensure safe and responsible production planning, maintenance specialists require new tools that enable them to accurately assess machine conditions and predict breakdowns before they occur.

In recent years, the number of sensors installed in machinery in the automotive sector has surged. The data collected from these sensors is primarily used to monitor the condition of production processes. Inaccuracies in this monitoring can lead to costly breakdowns and unexpected halts in production lines. 

By utilizing advanced data analysis methods, machine learning, and artificial intelligence, manufacturers can enhance the reliability of production lines. This technology allows for tailored notifications to users regarding the need for part replacements.

Additionally, an important consideration is how to effectively implement data analysis and AI methods using information gathered from these sensors. This involves enhancing existing software and online programs designed for monitoring the condition of production line machinery.

Download the app to get access to free online courses aimed at maintenance engineers and other professionals interested in predicting malfunctions. The courses provides a concise overview of modern predictive maintenance techniques and methods, along with applications and examples that highlight their impact on organisational performance.