Fast, problem-free automated production is essential in modern-day factories. Predictive maintenance based on the Industrial Internet of Things (IIoT) is the key.It enables businesses to optimise their production availability, improve their delivery capability and perfect their products. ...
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Predictive Maintenance System and Method Based on Smart Edge Gateways A new predictive maintenance system and method leveraging intelligent edge gateways is introduced herein to indicate the shortcomings of conventional maint... M Gao,J Wu,S Gao,... - International Conference on Computing 被引量: ...
Intelligent Predictive Maintenance ( IPdM ) System – Industry 4.0 Scenario 来自 掌桥科研 喜欢 0 阅读量: 91 作者: K Wang 摘要: Industry 4.0 is a collective term for technologies and concepts of value chain organization. Based on the technological concepts of Radio Identification (RFID), Cyber-...
Predictive maintenance (PdM) is an important application of the Internet of Things (IoT) discussed in many companies, especially in the manufacturing industry. PdM uses data, usually sensor data, to optimize maintenance activities. We develop a taxonomy to classify PdM business models that enables ...
In order to provide a better maintenance strategy for building facilities, a data-driven predictive maintenance planning framework based on BIM and IoT technologies for FMM was developed, consisting of an information layer and an application layer. Data collection and data integration among the BIM ...
Businesses that adopt Smart manufacturing techniques lead to a competitive advantage for these firms as they can bring in higher profit margins, reduced maintenance costs, energy savings, and better-quality products. This study proposes an architecture for IIoT based predictive maintenance. A case ...
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Predictive maintenance uses smart sensors such as machine vision to gather data from equipment, vehicles, or other assets, automating the task of monitoring equipment. This data is analyzed on the spot, triggering an alert if an imminent issue is detected. Machine learning can be used in the cl...
The emergence of Industry 4.0 and the rapid advances in the Industrial Internet of Things (IIoT) have provided manufacturers with the ability to remotely monitor the process by deploying automatic fault detection in an IoT-based predictive maintenance system. However, the monitoring targets are now ...