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Deep learning based condition monitoring of road traffic for enhanced transportation routing
The efficient management of road traffic is crucial for enhancing transportation routing and improving overall traffic flow. However, the...
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Partitioned abrasive belt condition monitoring based on a unified coefficient and image processing
Abrasive belt condition (BC) monitoring is significant for achieving profile finishing precision and quality in grinding of difficult-to-machine...
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Appending-inspired multivariate time series association fusion for tool condition monitoring
In intelligent machining, tool condition monitoring (TCM) is crucial to improving tool efficiency and machining accuracy, which requires the...
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Use of machine learning models in condition monitoring of abrasive belt in robotic arm grinding process
Although the aspects that affect the performance and the deterioration of abrasive belt grinding are known, wear prediction of abrasive belts in the...
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Tool wear condition monitoring across machining processes based on feature transfer by deep adversarial domain confusion network
Deep learning-based data-driven methods have been successfully developed in tool wear condition monitoring (TWCM), relying on the massive available...
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A novel approach for tool condition monitoring based on transfer learning of deep neural networks using time–frequency images
Traditional tool condition monitoring methods developed in an ideal environment are not universal in multiple working conditions considering...
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A novel approach of tool condition monitoring in sustainable machining of Ni alloy with transfer learning models
Cutting tool condition is crucial in metal cutting. In-process tool failures significantly influences the surface roughness, power consumption, and...
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Artificial intelligence systems for tool condition monitoring in machining: analysis and critical review
The wear of cutting tools, cutting force determination, surface roughness variations and other machining responses are of keen interest to latest...
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Decision-Making in Structural Health Monitoring and Predictive Maintenance of Wind Turbines
The fourth stage of the life cycle of a wind farm refers to operation and maintenance activities. This stage includes routine maintenance and repairs...
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An imbalanced data learning approach for tool wear monitoring based on data augmentation
During cutting operations, tool condition monitoring (TCM) is essential for maintaining safety and cost optimization, especially in the accelerated...
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Industrial system working condition identification using operation-adjusted hidden Markov model
In this article, the problem of industrial system working condition identification in the context of complex operation modes is considered. The...
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Knowledge distillation-based information sharing for online process monitoring in decentralized manufacturing system
In advanced manufacturing, the incorporation of sensing technology provides an opportunity to achieve efficient in situ process monitoring using...
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Research on Wind Turbine Fault Diagnosis Method Realized by Vibration Monitoring
Wind energy is one of the fast evolving renewable energy sources that has seen widespread application. Therefore, research on its carrier, the wind...
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A novel curved surface profile monitoring approach based on geometrical-spatial joint feature
With the development of high-end manufacturing, a variety of sophisticated parts with complex curved surfaces have emerged, and curved surface...
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Spatiotemporal analysis of powder bed fusion melt pool monitoring videos using deep learning
For several years now, in-situ process monitoring has been proposed as the enabler of fast and flexible part qualification in powder bed fusion...
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A Generative AI approach to improve in-situ vision tool wear monitoring with scarce data
Most aerospace turbine casings are mechanised using a vertical lathe. This paper presents a tool wear monitoring system using computer vision that...
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Monitoring and Controlling to Ensure Sustainable Corporate Governance
A sustainable orientation towards sustainable corporate management cannot be achieved without sustainability monitoring and sustainability...
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Research on digital twin monitoring system for large complex surface machining
With the rapid development of aerospace, the large complex curved workpiece is widely used. However, the lack of digital monitoring and detection in...
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Architecture of Wide Area Health Monitoring System
Wearable health monitoring system has significant progress with the development of Internet of Things (IOT) technologies. In this manuscript, we...