Design of Fast-Charging Profiles for the Porsche Taycan EV Battery Module Based on Electrothermal Model and Extensive Testing
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Abstract
Fast charging technology is crucial for improving consumer acceptance and rapid
adoption of electric vehicles (EVs), but it also poses significant thermal management
challenges such as reduced battery life when left uncontrolled, performance
degradation, and most importantly, the possibility of thermal runaway. To address these
challenges and further improve the competitive advantage of EVs against their internal
combustion engine (ICE) counterparts, most EV manufacturers are equipping their
vehicles with fast-charging capabilities.
It is certain that temperature is a major limiting factor to the fast-charging capabilities
of EVs. Therefore, this thesis addresses this challenge of fast-charging profile design
by proposing an efficient electrothermal model to predict temperature rise for any fastcharging profile. The primary goal is to develop a method that generates the optimal
fast-charging profile, while reducing charging time and minimising the battery
temperature rise.
The electrothermal model is designed using a second-order Thevenin equivalent circuit
model (ECM) combined with a simplified electrical equivalent circuit thermal model,
whose parameters are obtained from cell characterisation and extensive battery module
testing. Using this model, a wide range of current profiles is solved, and the optimal
profile is determined. Finally, selected profiles are verified through experimental testing
on a battery module. Compared to the reference fast-charging profile used in the
production EV, the fastest profile achieved a 3% reduction in charging time with a
reduction of 0.7°C in maximum temperature.