Physics-based parameter identification of an electrochemical model for lithium-ion batteries with two-population optimization method

Modeling of Galvanostatic Charge and Discharge of the Lithium/Polymer/Insertion Cell

Marc Doyle, Thomas F. Fuller, John Newman · Journal of The Electrochemical Society · 1993 · 4.2K citations

Natural Sciences, Materials Engineering, Materials Science +17

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

Multi-objective grey wolf optimizer: A novel algorithm for multi-criterion optimization

Seyedali Mirjalili, Shahrzad Saremi, Seyed Mohammad Mirjalili et al. · Expert Systems with Applications · 2015 · 1.8K citations

Natural Sciences, Decision Sciences, Algorithms +12

Modeling of lithium plating induced aging of lithium-ion batteries: Transition from linear to nonlinear aging

Xiaoguang Yang, Yongjun Leng, Guangsheng Zhang et al. · Journal of Power Sources · 2017 · 918 citations · Full text

Engineering, Materials Engineering, Materials Science +14

Improved anti-noise adaptive long short-term memory neural network modeling for the robust remaining useful life prediction of lithium-ion batteries

Shunli Wang, Yongcun Fan, Siyu Jin et al. · Reliability Engineering & System Safety · 2022 · 537 citations · Full text

Engineering, Chemical Engineering, Materials Science +14