A review on soft computing and nanofluid applications for battery thermal management
This study is about applications of nanofluids and various soft computing algorithms on
designs of battery thermal management systems and their potential performance …
designs of battery thermal management systems and their potential performance …
Cabin and battery thermal management of connected and automated HEVs for improved energy efficiency using hierarchical model predictive control
Incorporating traffic information in power management optimization process for electrified
and connected vehicles offers opportunities for improving fuel economy. Integrating the …
and connected vehicles offers opportunities for improving fuel economy. Integrating the …
An intelligent thermal management system for optimized lithium-ion battery pack
Battery thermal management system is one of the most essential parts for the battery pack in
electric vehicles. In this paper, a new battery thermal management system is developed …
electric vehicles. In this paper, a new battery thermal management system is developed …
Self-adapting J-type air-based battery thermal management system via model predictive control
Battery thermal control plays an indispensable role in terms of the safety and performance
for electric vehicles. For air-based cooling technologies, one of the most pressing …
for electric vehicles. For air-based cooling technologies, one of the most pressing …
Battery thermal management strategy for electric vehicles based on nonlinear model predictive control
Y Ma, H Ding, H Mou, J Gao - Measurement, 2021 - Elsevier
As the temperature has a great effect on the cycle life and capacity of power battery on
electric vehicles (EVs), a practical battery thermal management (BTM) strategy is required to …
electric vehicles (EVs), a practical battery thermal management (BTM) strategy is required to …
Robust model-predictive thermal control of lithium-ion batteries under drive cycle uncertainty
The exposure of electric vehicle batteries to rapid charging and discharging profiles,
particularly under uncertainty in the drive schedules, requires effective strategies to forecast …
particularly under uncertainty in the drive schedules, requires effective strategies to forecast …
Computationally efficient stochastic model predictive controller for battery thermal management of electric vehicle
The performance and safety of batteries of electric vehicles deteriorate when the battery
temperature is too low or too high. The thermal management system regulating the battery …
temperature is too low or too high. The thermal management system regulating the battery …
PTC power control of electric vehicle thermal management system based on neural network feedforward
F Fei, D Wang - Applied Thermal Engineering, 2024 - Elsevier
Thermal management system (TMS) plays a crucial role in improving driving range and
passenger comfort for electric vehicles (EVs) in winter. However, EVTMS still faces unsolved …
passenger comfort for electric vehicles (EVs) in winter. However, EVTMS still faces unsolved …
Eco-cooling control strategy for automotive air-conditioning system: Design and experimental validation
The operation of the air-conditioning (A/C) system can significantly increase the energy
consumption of passenger vehicles. In this article, aiming at reducing the vehicle-level …
consumption of passenger vehicles. In this article, aiming at reducing the vehicle-level …
Online prediction for heat generation rate and temperature of lithium-ion battery using multi-step-ahead extended Kalman filtering
It is well known that the performance, reliability, and safety of lithium-ion batteries (LIBs) are
strongly influenced by temperature. Owing to the hysteresis of temperature regulation, multi …
strongly influenced by temperature. Owing to the hysteresis of temperature regulation, multi …