Remaining useful life estimation of lithium-ion cells based on k-nearest neighbor regression with differential evolution optimization

Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces

Rainer Storn, Kenneth V. Price · Journal of Global Optimization · 1997 · 28K citations

Differential Evolution Algorithm With Strategy Adaptation for Global Numerical Optimization

A. K. Qin, V. L. Huang, Ponnuthurai Nagaratnam Suganthan · IEEE Transactions on Evolutionary Computation · 2008 · 3.5K citations · Full text

Numerical Analysis, Differential Evolution, Evolution Strategy +13

Prognostics of lithium-ion batteries based on Dempster–Shafer theory and the Bayesian Monte Carlo method

Wei He, Nicholas Williard, Michael Osterman et al. · Journal of Power Sources · 2011 · 996 citations

Electrical Engineering, Bayesian Statistics, Engineering +7

An ensemble model for predicting the remaining useful performance of lithium-ion batteries

Yinjiao Xing, Eden W.M., Kwok‐Leung Tsui et al. · Microelectronics Reliability · 2013 · 625 citations

Electric Battery, Engineering, Data Science +14

Remaining Useful Life Prediction and State of Health Diagnosis for Lithium-Ion Batteries Using Particle Filter and Support Vector Regression

Jingwen Wei, Guangzhong Dong, Zonghai Chen · IEEE Transactions on Industrial Electronics · 2017 · 608 citations

Engineering, Life Prediction, Diagnosis +23