A novel control strategy for active battery thermal management systems based on dynamic programming and a genetic algorithm

Y Fan, X Zuo, D Zhan, J Zhao, G Zhang, H Wang… - Applied Thermal …, 2023 - Elsevier
An appropriate active battery thermal management system (ABTMS) control strategy should
be able to extend battery life, improve battery capacity consistency and reduce system …

[HTML][HTML] Advancements in battery thermal management for electric vehicles: Types, technologies, and control strategies including deep learning methods

ZM Ali, F Jurado, FH Gandoman, M Ćalasan - Ain Shams Engineering …, 2024 - Elsevier
As electric vehicles (EVs) become more commonplace, the development and deployment of
advanced battery thermal management (BTM) technologies are vital for increasing the …

Thermal-hydraulic performance of flat-plate microchannel with fractal tree-like structure and self-affine rough wall

L Xu, Y Xu, H Gu, S Qiu, AS Mujumdar… - … of Computational Fluid …, 2023 - Taylor & Francis
Inspired by the natural bifurcating structures, tree-like microchannels have been applied for
microelectronics cooling. In order to understand the thermal-hydraulic performance of a flat …

Multi-objective optimisation of K-shape notch multi-way spool valve using CFD analysis, discharge area parameter model, and NSGA-II algorithm

M Yang, Y Zhang, C Ai, G Yan… - Engineering Applications of …, 2023 - Taylor & Francis
Multi-way spool valves (MWSVs) with K-shape notches (KSNs) provide advantages such as
improvement of the actuator speed control, micro-action, and response performance …

Application of a Non-Dominated Sorting Genetic Algorithm to Solve a Bi-Objective Scheduling Problem Regarding Printed Circuit Boards

YC Chang, KH Chang, CP Zheng - Mathematics, 2022 - mdpi.com
An unrelated parallel machine scheduling problem motivated by the scheduling of a printed
circuit board assembly (PCBA) under surface mount technology (SMT) is discussed in this …

Multi-objective parameter optimization of the Z-type air-cooling system based on artificial neural network

L Jin, H Xi - Journal of Energy Storage, 2024 - Elsevier
The performance of electric vehicles is significantly influenced by the battery thermal
management system (BTMS). In this article, the Z-type air cooling BTMS is studied, and a …

[PDF][PDF] Experimental studies of a static flow immersion cooling system for fast-charging li-ion batteries

S Hemavathi, S Srinivas, AS Prakash - Exp. Heat Transf, 2023 - academia.edu
This study explores the performance of a steady-state flow single-phase nonconductive
liquid immersion cooling system in a single-cell Li-ion battery under a variety of thermal …

Multi-objective optimization of the foam filled counterflow double-pipe heat exchanger under high temperature condition

Z Li, L Wei, T Yang, T Zhang, R Li - International Journal of Heat and Mass …, 2024 - Elsevier
Double-pipe heat exchanger (DPHE) filled with porous foam is a promising heat transfer
enhancement device that could be applicable for high temperature applications. At present …

Machine learning-assisted data-driven optimization and understanding of the multiple stage process for extraction of polysaccharides and secondary metabolites from …

J Ma, J Yao, X Ren, Y Dong, R Song, X Zhong… - Green …, 2023 - pubs.rsc.org
Currently, extraction process optimization is generally based on a few features, regardless of
their different changing trends and the panoramic view of the extraction process …

Multi-Objective Optimization of Kinetic Characteristics for the LBPRM-EHSPCS System

Y Zhang, G Chen, G Yan, B Li, J Lu, W Jiang - Processes, 2023 - mdpi.com
As the 'heart'of energy vehicles, the lithium-ion battery is in desperate need of precision
improvement, green production, and cost reduction. To achieve this goal, the electro …