Microsimulation of electric vehicle energy consumption and driving range

Analysis of factors affecting the energy consumption of an EV vehicle - a literature study

“…In [16], the authors conducted simulation studies for 5 selected temperature values: −20°C, −10°C, 0°C, 25° C, 45°C, at which the vehicle moved. 25°C was indicated as the nominal temperature.…”

Experimental Analysis of Residential Photovoltaic (PV) and Electric Vehicle (EV) Systems in Terms of Annual Energy Utilization

“…In another study, testing was carried out by 32 electric busses traveling four routes under different working conditions [29]. Many studies about energy consumption prediction used data from experimental tests to validate new approaches [30][31][32]. In order to determine energy consumption by an electric vehicle, some researchers [33,34] used the real driving emission (RDE) test procedure as a suitable method to compare results with conventional ICE vehicles.…”

Energy consumption and battery aging minimization using a Q-learning strategy for a battery/ultracapacitor electric vehicle

“…Battery capacity losses were plotted with respect to number of EV usage days at varying conditions, such as temperature, C-rate, SOC, and depth of discharge, which showed large impact on battery degradation. In existing EV literature, EMS mainly considered energy consumption minimization and battery degradation was not often taken into consideration [7,9,[16][17][18]. In the literature considering battery degradation, many EMSs were rule-based methods [14,15], which leave room for advanced EMS.…”