Autoencoder Quasi-Recurrent Neural Networks for Remaining Useful Life Prediction of Engineering Systems - Cheng, Yiwei; Hu, Kui; Wu, Jun; Zhu, Haiping; Shao, Xinyu (IEEE/ASME transactions on mechatronics, 2022)
Keywords: Artificial neural networks; Autoencoder; Convolution; Data processing; Datasets; deep learning (DL); Engines; Feature extraction; Life prediction; Logic gates; Machining; Maintainability; Monitoring; multisensor data; Neural networks; Predictive models; quasi-recurrent neural networks (QRNN); Recurrent neural networks; Reliability engineering; remaining useful life (RUL); Roller bearings; Signal monitoring; Training; Turbofan engines; Useful life