标题
Fast charging design for Lithium-ion batteries via Bayesian optimization
作者
关键词
Fast charging optimization, Data-driven optimization, Bayesian optimization, Gaussian process regression, Acquisition function, Lithium-ion batteries
出版物
APPLIED ENERGY
Volume 307, Issue -, Pages 118244
出版商
Elsevier BV
发表日期
2021-12-01
DOI
10.1016/j.apenergy.2021.118244
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Interplay of Lithium Intercalation and Plating on a Single Graphite Particle
- (2021) Tao Gao et al. Joule
- Electrochemical Model-Based Fast Charging: Physical Constraint-Triggered PI Control
- (2021) Yang Li et al. IEEE TRANSACTIONS ON ENERGY CONVERSION
- Closed-loop optimization of fast-charging protocols for batteries with machine learning
- (2020) Peter M. Attia et al. NATURE
- Actively temperature controlled health-aware fast charging method for lithium-ion battery using nonlinear model predictive control
- (2020) Yilin Yin et al. APPLIED ENERGY
- Design Rules for High-Valent Redox in Intercalation Electrodes
- (2020) William E. Gent et al. Joule
- Batch Bayesian optimization via adaptive local search
- (2020) Jingfei Liu et al. APPLIED INTELLIGENCE
- A feedback charge strategy for Li-ion battery cells based on Reference Governor
- (2019) Raffaele Romagnoli et al. JOURNAL OF PROCESS CONTROL
- Thermal Runaway Triggered by Plated Lithium on the Anode after Fast Charging
- (2019) Yalun Li et al. ACS Applied Materials & Interfaces
- Fast charging optimization for lithium-ion batteries based on dynamic programming algorithm and electrochemical-thermal-capacity fade coupled model
- (2019) Meng Xu et al. JOURNAL OF POWER SOURCES
- Batteries and fuel cells for emerging electric vehicle markets
- (2018) Zachary P. Cano et al. Nature Energy
- Understanding the trilemma of fast charging, energy density and cycle life of lithium-ion batteries
- (2018) Xiao-Guang Yang et al. JOURNAL OF POWER SOURCES
- Optimal Charging of Li-Ion Batteries via a Single Particle Model with Electrolyte and Thermal Dynamics
- (2017) H. E. Perez et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Multiphase Porous Electrode Theory
- (2017) Raymond B. Smith et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- In Situ Observation and Mathematical Modeling of Lithium Distribution within Graphite
- (2017) Karen E. Thomas-Alyea et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- LIONSIMBA: A Matlab Framework Based on a Finite Volume Model Suitable for Li-Ion Battery Design, Simulation, and Control
- (2016) Marcello Torchio et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- Taking the Human Out of the Loop: A Review of Bayesian Optimization
- (2016) Bobak Shahriari et al. PROCEEDINGS OF THE IEEE
- Fast Model Predictive Control with soft constraints
- (2015) Arthur Richards EUROPEAN JOURNAL OF CONTROL
- Effect of Temperature on the Aging rate of Li Ion Battery Operating above Room Temperature
- (2015) Feng Leng et al. Scientific Reports
- Critical review of the methods for monitoring of lithium-ion batteries in electric and hybrid vehicles
- (2014) Wladislaw Waag et al. JOURNAL OF POWER SOURCES
- Optimal Charging Profiles with Minimal Intercalation-Induced Stresses for Lithium-Ion Batteries Using Reformulated Pseudo 2-Dimensional Models
- (2014) Bharatkumar Suthar et al. JOURNAL OF THE ELECTROCHEMICAL SOCIETY
- A Bayesian exploration-exploitation approach for optimal online sensing and planning with a visually guided mobile robot
- (2009) Ruben Martinez-Cantin et al. AUTONOMOUS ROBOTS
- Direct in situ measurements of Li transport in Li-ion battery negative electrodes
- (2009) Stephen J. Harris et al. CHEMICAL PHYSICS LETTERS
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started