Remaining useful life prediction of aircraft engine based on degradation pattern learning

Damage propagation modeling for aircraft engine run-to-failure simulation

Abhinav Saxena, Kai Goebel, Don Simon et al. · 2008 · 1.6K citations

Engineering, Mechanical Engineering, Systems Engineering +17

Review and recent advances in battery health monitoring and prognostics technologies for electric vehicle (EV) safety and mobility

Seyed Mohammad Rezvanizaniani, Zongchang Liu, Yan Chen et al. · Journal of Power Sources · 2014 · 670 citations

Engineering, Automotive Engineering, Electrical Engineering +17

Recurrent neural networks for remaining useful life estimation

Felix O. Heimes · 2008 · 624 citations

Computing, Computer Science, Forecasting +12

Residual Life Predictions From Vibration-Based Degradation Signals: A Neural Network Approach

Nagi Gebraeel, Mark Lawley, Runzi Liu et al. · IEEE Transactions on Industrial Electronics · 2004 · 545 citations

Engineering, Computer Science, Industrial Engineering +17

Review of Hybrid Prognostics Approaches for Remaining Useful Life Prediction of Engineered Systems, and an Application to Battery Life Prediction

Linxia Liao, Felix Köttig · IEEE Transactions on Reliability · 2014 · 541 citations

Engineering, Systems Engineering, Forecasting +15