Towards Fault-Aware Image Captioning: A Review on Integrating Facial Expression Recognition (FER) and Object Detection. [PDF]
Sensors (Basel)Khan AS, Abbass MJ, Khan AH.
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Prediction of aero engine remaining service life using a bidirectional GRU model with self attention mechanism. [PDF]
Sci RepFu W +7 more
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Predictive maintenance optimization for industrial equipment via reliable prognosis and risk-aware reinforcement learning. [PDF]
Complex Intell SystemsXu Z, Zhang Q.
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A Comparative Study of RQA-Guided Attention Mechanisms with LSTM Autoencoder for Bearing Anomaly Detection. [PDF]
Sensors (Basel)Hatipoğlu A, Yılmaz E.
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Remaining useful life prediction across different operational conditions based on domain adaptation feature transfer. [PDF]
Sci RepJiang Z, Wei Y, Li X.
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Physics-informed hybrid reinforcement learning for estimating lithium-ion battery state of health. [PDF]
Sci RepSalem NM, Mohamed A.
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Increasing Robustness of Data-Driven Fault Diagnostics with Knowledge Graphs
In the realm of prognostics and health management (PHM), it is common to possess not only process data but also domain knowledge, which, if integrated into data-driven algorithms, can aid in solving specific tasks.
Bock, Jürgen +2 more
core
Fault Detection of Cyber-Physical Systems Using a Transfer Learning Method Based on Pre-Trained Transformers. [PDF]
Sensors (Basel)Sajjadi P, Dinmohammadi F, Shafiee M.
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Artificial Intelligence of Things for Next-Generation Predictive Maintenance. [PDF]
Sensors (Basel)Bitam T +5 more
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Interval Prediction of Remaining Useful Life Based on Uncertainty Quantification with Bayesian Convolutional Neural Networks Featuring Dual-Output Units. [PDF]
Sensors (Basel)Qu Z, He J, Liu Y, Mao S, Han X.
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