Jing Lin

Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data

Feng Jia, Yaguo Lei, Jing Lin et al. · Mechanical Systems and Signal Processing · 2015 · 1.6K citations

Fault Diagnosis, Deep Neural Networks, Engineering +12

A recurrent neural network based health indicator for remaining useful life prediction of bearings

Liang Guo, Naipeng Li, Feng Jia et al. · Neurocomputing · 2017 · 1.2K citations

Recurrent Neural Network, Engineering, Machine Learning +11

An Intelligent Fault Diagnosis Method Using Unsupervised Feature Learning Towards Mechanical Big Data

Yaguo Lei, Feng Jia, Jing Lin et al. · IEEE Transactions on Industrial Electronics · 2016 · 1.2K citations

Fault Diagnosis, Engineering, Machine Learning +16

An Improved Exponential Model for Predicting Remaining Useful Life of Rolling Element Bearings

Naipeng Li, Yaguo Lei, Jing Lin et al. · IEEE Transactions on Industrial Electronics · 2015 · 640 citations

Engineering, Life Prediction, Mechanical Engineering +19

Broadband tristable energy harvester: Modeling and experiment verification

Shengxi Zhou, Junyi Cao, Daniel J. Inman et al. · Applied Energy · 2014 · 601 citations

Electrical Engineering, Energy Harvesting, Engineering +6