Online Learning Models for Vehicle Usage Prediction During COVID-19

no code implementations • 28 Oct 2022 • Tobias Lindroth, Axel Svensson, Niklas Åkerblom, Mitra Pourabdollah, Morteza Haghir Chehreghani

One way to mitigate these issues is by performing battery thermal preconditioning, which increases the energy efficiency of the battery.

Optimal Thermal Management and Charging of Battery Electric Vehicles over Long Trips

no code implementations • 7 Oct 2022 • Ahad Hamednia, Victor Hanson, Jiaming Zhao, Nikolce Murgovski, Jimmy Forsman, Mitra Pourabdollah, Viktor Larsson, Jonas Fredriksson

This paper studies optimal thermal management and charging of a battery electric vehicle driving over long distance trips.

Management Total Energy

Optimal Thermal Management, Charging, and Eco-driving of Battery Electric Vehicles

no code implementations • 3 May 2022 • Ahad Hamednia, Nikolce Murgovski, Jonas Fredriksson, Jimmy Forsman, Mitra Pourabdollah, Viktor Larsson

The formulated problem is then transformed into a hybrid dynamical system, where the dynamics in driving and charging modes are modeled with different functions and with different state and control vectors.

Computational Efficiency Management