LSTM networks based on attention ordered neurons for gear remaining life prediction.
Sign Up to like & getrecommendations! Published in 2020 at "ISA transactions"
DOI: 10.1016/j.isatra.2020.06.023
Abstract: Gear is a commonly-used rotating part in industry, it is of great significance to predict its failure in advance, which is helpful to maintain the health of the whole machine. Firstly, the isometric mapping algorithm… read more here.
Keywords: attention ordered; gear remaining; life; prediction ... See more keywords
Long-term gear life prediction based on ordered neurons LSTM neural networks
Sign Up to like & getrecommendations! Published in 2020 at "Measurement"
DOI: 10.1016/j.measurement.2020.108205
Abstract: Abstract Gear failure may affect the operation of mechanical equipment, and even cause the catastrophic break of machine and even casualties. Thus, the remaining useful life (RUL) estimation of the gear has important significance. This… read more here.
Keywords: term; lstm neural; long term; based ordered ... See more keywords