Battery health prognosis using improved temporal convolutional network modeling

Advances in Neural Information Processing Systems 29

Onur Teymur, Kostas Zygalakis, Ben Calderhead · 2016 · 13.4K citations

Engineering, Computational Neuroscience, Computer Science +5

An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Shaojie Bai, J. Zico Kolter, Vladlen Koltun · arXiv (Cornell University) · 2018 · 4.3K citations · Full text

Structured Prediction, Engineering, Machine Learning +20

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

Long Wen, Xinyu Li, Liang Gao et al. · IEEE Transactions on Industrial Electronics · 2017 · 2K citations

Fault Diagnosis, Convolutional Neural Network, Machine Vision +14

Degradation diagnostics for lithium ion cells

Christoph Birkl, Matthew Roberts, Euan McTurk et al. · Journal of Power Sources · 2016 · 1.6K citations · Full text

Materials Science, Electric Battery, Electrical Engineering +13

Long Short-Term Memory Recurrent Neural Network for Remaining Useful Life Prediction of Lithium-Ion Batteries

Yongzhi Zhang, Rui Xiong, Hongwen He et al. · IEEE Transactions on Vehicular Technology · 2018 · 1.2K citations

Engineering, Machine Learning, Life Prediction +18