Continual Learning for anomaly detection on turbomachinery prototypes - A real application

Author:

Gori Valentina1,Veneri Giacomo1,Ballarini Valeria2

Affiliation:

1. TPS Artificial Intelligence - Baker Hughes, Nuovo Pignone Tecnologie,Florence,Italy

2. TPS Turbomachinery Test Laboratory - Baker Hughes, Nuovo Pignone Tecnologie,Florence,Italy

Publisher

IEEE

Reference35 articles.

1. Overcoming catastrophic forgetting by incremental moment matching;lee;Advances in Neural IInformation Processing Systems,2017

2. Learning under Concept Drift: A Review

3. Rectified linear units improve restricted boltz-mann machines;nair;Proceedings of the 27th International Conference on Machine Learning (ICML-10),0

4. Long Short-Term Memory

5. Anomaly transformer: Time series anomaly detection with association discrepancy;xu;International Conference on Learning Representations,0

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Anomaly Detection in a Micro-CHP Using Convolutional Autoencoders and Fine Tuning for Domain Adaptation;2023 7th International Conference on System Reliability and Safety (ICSRS);2023-11-22

2. Sensor Virtualization for Anomaly Detection of Turbo-Machinery Sensors—An Industrial Application;The 9th International Conference on Time Series and Forecasting;2023-07-27

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