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High Performance Remaining Useful Life Prediction for Gearbox
2018 IEEE International Conference on Prognostics and Health Management (ICPHM), 2018Gearbox failure prediction is important for many applications. We present four approaches for predicting the remaining useful life of gearboxes. The first one is rule-based and the second one is a combination of damage curve approach and rule-based approach.
Bulent Ayhan +2 more
openaire +1 more source
Bidirectional handshaking LSTM for remaining useful life prediction
Neurocomputing, 2019Abstract Unpredictable failures and unscheduled maintenance of physical systems increases production resources, produces more harmful waste for the environment, and increases system life cycle costs. Efficient remaining useful life (RUL) estimation can alleviate such an issue.
Ahmed Elsheikh +2 more
openaire +3 more sources
Remaining Useful Life Prediction Based on Spatiotemporal Autoencoder
SSRN Electronic Journal, 2022Tao Xu, Dechang Pi, Shi Zeng
openaire +1 more source
On the distribution of the remaining useful life
Mechanical Systems and Signal Processing, 2007Saralees Nadarajah, Samuel Kotz
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Remaining Useful Life estimation for MEMS-based transducers
2024 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)The use of MEMS-based measurement systems is experiencing great pervasiveness. This is mainly due to the small size that allows for a small footprint and use in previously impossible locations. For these reasons, they are also used in the medical field, within the Human Activity Recognition field, for trials and early diagnosis of diseases such as ...
Carratu' M. +6 more
openaire +1 more source
State-of-charge estimation and remaining useful life prediction of supercapacitors
Renewable and Sustainable Energy Reviews, 2021Qiang Li
exaly
Remaining Useful Life Prediction Method for Bearings Based on LSTM with Uncertainty Quantification
Sensors, 2022Jingsong Xie, Yizhen Peng
exaly

