Feature Extraction for Uncertainty Quantification and Reduction of Noise in Condition Monitoring Using Deep Learning
Harleen K. Sandhu,
Saran S. Bodda,
Serena Sauers
et al.
Abstract:The condition monitoring of structural and mechanical systems in an industrial facility is an important component of digital maintenance platforms. In a nuclear power plant, the structures, systems, and components are continuously monitored as a part of current maintenance procedures. Real-time sensor data collected from systems such as piping-equipment is fed into online condition monitoring programs. Deep learning algorithms such as neural networks can be used as powerful data-based engines to predict damage… Show more
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