IEEE Transactions on Instrumentation and Measurement, IEEE, 11 août 2022, Volume : 71
Vibration-based condition monitoring techniques are commonly used to detect and diagnose failures of rolling bearings. Accuracy and delay in detecting and...
SAE Technical Paper Series, SAE International, 14 avril 2020
People through many years of experience, have developed a great intuitive sense for navigation and spatial awareness. With this intuition people are able to...
IEEE Access, Institute of Electrical and Electronics Engineers, 27 mai 2024
In a novel application of 1D Convolutional Neural Networks (1D-CNN), this study pioneers a tri-class classification framework for accurately forecasting the...
Machine Learning and Knowledge Extraction, MDPI, 2 avril 2022, Volume : 4, Numéro : 2
As a substantial amount of multivariate time series data is being produced by the complex systems in smart manufacturing (SM), improved anomaly detection...
SAE Technical Paper Series, SAE International, 14 avril 2020
Autonomous vehicles are currently a subject of great interest and there is heavy research on creating and improving algorithms for detecting objects in their...
In this study, 220 AA7075-T6 B-pillars were fabricated using a thoroughly instrumented hot-stamping press under varied conditions. Feature engineering work...
2022 5th International Conference on Communications, IEEE, 27 décembre 2022
Within smart manufacturing, data driven techniques are commonly adopted for condition monitoring and fault diagnosis of rotating machinery. Classical...
2019 IEEE Canadian Conference of Electrical and Computer Engineering (CCECE), IEEE, 5 mai 2019
utonomous driving typically relies on a priori maps for localization and path planning. In order to construct such maps, data from perception sensors such as...
Proceedings of the 11th IEEE Annual Information Technology, IEEE, 22 décembre 2020
Surface anomaly detection plays an important quality control role in many manufacturing industries to reduce scrap production. Machine-based visual inspections...
2020 11th IEEE Annual Information Technology, IEEE, 22 décembre 2020
Convolutional Neural Network (CNN) techniques have proven to be very useful in image-based anomaly detection applications. CNN can be used as deep features...
Article de périodique (revue)
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