Remaining useful life prediction of roller bearings based on improved 1D-CNN and simple recurrent unit

Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation

Kyunghyun Cho, Bart van Merriënboer, Çaǧlar Gülçehre et al. · 2014 · 23.7K citations · Full text

Engineering, Machine Learning, Recurrent Neural Network +16

1D convolutional neural networks and applications: A survey

Serkan Kıranyaz, Osama Abdeljaber, Türker İnce et al. · Qatar University QSpace (Qatar University) · 2022 · 2.5K citations

Convolutional Neural Network, Anomaly Detection, Machine Learning +17

A Hybrid Prognostics Approach for Estimating Remaining Useful Life of Rolling Element Bearings

Biao Wang, Yaguo Lei, Naipeng Li et al. · IEEE Transactions on Reliability · 2018 · 1.7K citations

Hybrid Prognostics Approach, Engineering, Machine Learning +21

PRONOSTIA : An experimental platform for bearings accelerated degradation tests.

Patrick Nectoux, Rafael Gouriveau, Kamal Medjaher et al. · SPIRE - Sciences Po Institutional REpository · 2012 · 692 citations

Analysis of the Mean Absolute Error (MAE) and the Root Mean Square Error (RMSE) in Assessing Rounding Model

Weijie Wang, Yanmin Lu · IOP Conference Series Materials Science and Engineering · 2018 · 522 citations · Full text

Ranking Algorithm, Engineering, Machine Learning +19