A review of surrogate-assisted evolutionary algorithms for expensive optimization problems
C He, Y Zhang, D Gong, X Ji - Expert Systems with Applications, 2023 - Elsevier
Many problems in real life can be seen as Expensive Optimization Problems (EOPs).
Compared with traditional optimization problems, the evaluation cost of candidate solutions …
Compared with traditional optimization problems, the evaluation cost of candidate solutions …
Deep learning enabled state of charge, state of health and remaining useful life estimation for smart battery management system: Methods, implementations, issues …
State of Charge (SOC), state of health (SOH), and remaining useful life (RUL) are the crucial
indexes used in the assessment of electric vehicle (EV) battery management systems (BMS) …
indexes used in the assessment of electric vehicle (EV) battery management systems (BMS) …
Recent progress in the thermal management of lithium-ion batteries
Lithium-ion batteries are a promising solution for energy storage in various applications,
such as electric vehicles and building facilities. However, they are immensely sensitive to …
such as electric vehicles and building facilities. However, they are immensely sensitive to …
A systematic review and comparison of liquid-based cooling system for lithium-ion batteries
The battery thermal management system (BTMS) is arguably the main component providing
essential protection for the security and service performance of lithium-ion batteries (LIBs) …
essential protection for the security and service performance of lithium-ion batteries (LIBs) …
Advancements in battery thermal management system for fast charging/discharging applications
Battery energy storage systems (BESS) are essential for integrating renewable energy
sources and enhancing grid stability and reliability. However, fast charging/discharging of …
sources and enhancing grid stability and reliability. However, fast charging/discharging of …
[HTML][HTML] Experimental study of battery passive thermal management system using copper foam-based phase change materials
Lithium-ion batteries (LiBs) have been widely applied in electric vehicles (EVs) and energy
storage devices. The battery thermal management system (BTMS) critically impacts the …
storage devices. The battery thermal management system (BTMS) critically impacts the …
Machine learning-assisted multi-objective optimization of battery manufacturing from synthetic data generated by physics-based simulations
M Duquesnoy, C Liu, DZ Dominguez, V Kumar… - Energy Storage …, 2023 - Elsevier
The optimization of the electrodes manufacturing process constitutes a critical step to ensure
high-quality Lithium-Ion Battery (LIB) cells, in particular for automotive applications. Because …
high-quality Lithium-Ion Battery (LIB) cells, in particular for automotive applications. Because …
Machine learning assisted advanced battery thermal management system: A state-of-the-art review
With an increasingly wider application of the lithium-ion battery (LIB), specifically the drastic
increase of electric vehicles in cosmopolitan cities, improving the thermal and fire resilience …
increase of electric vehicles in cosmopolitan cities, improving the thermal and fire resilience …
Modeling and optimization of micro heat pipe cooling battery thermal management system via deep learning and multi-objective genetic algorithms
Battery thermal management and electrochemical performance are critical for efficient and
safe operation of battery pack. In this research, a multi-physics model considering the battery …
safe operation of battery pack. In this research, a multi-physics model considering the battery …
Design optimization methodologies applied to battery thermal management systems: A review
Heat generation during lithium-ion battery charge and discharge requires the
implementation of battery thermal management systems (BTMSs) for enhanced battery …
implementation of battery thermal management systems (BTMSs) for enhanced battery …