Remaining useful life prediction for lithium-ion batteries based on sliding window technique and Box-Cox transformation

An Analysis of Transformations

George E. P. Box, David R. Cox · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1964 · 15.1K citations

Computing, Mathematics, Bayesian Data Analysis +14

Data-driven prediction of battery cycle life before capacity degradation

Kristen Severson, Peter M. Attia, Norman Jin et al. · Nature Energy · 2019 · 2.9K citations · Full text

Engineering, Data Science, Lifecycle Engineering +15

Practical Nonparametric Statistics

Clint W. Coakley, W. J. Conover · Journal of the American Statistical Association · 2000 · 1.4K citations

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 · 1.3K citations

Computing, Computer Science, Forecasting +16

Improving your data transformations: Applying the Box-Cox transformation

Jason W. Osborne · Scholarworks (University of Massachusetts Amherst) · 2020 · 887 citations · Full text

Computing, Biostatistics, Survival Analysis +5