TY - GEN
T1 - Effects of Different Shares of Electric Vehicles in Cities on Global CO2 Emissions
T2 - 2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021
AU - Rostami-Shahrbabaki, Majid
AU - Fehn, Fabian
AU - Ricci, Gysele Lima
AU - Bogenberger, Klaus
N1 - Publisher Copyright:
© 2021 IEEE.
PY - 2021/9/19
Y1 - 2021/9/19
N2 - In the last decades, greenhouse gas emissions, especially carbon dioxide (CO2), produced by internal-combustion-engine (ICE) vehicles, have shown to be a major concern of our society. Over the time, electric vehicles have attracted considerable attention, since they are highly energy efficient and produce less local emissions. In this work, by means of a large-scale microscopic model of the city of Munich, effects of different shares of electric vehicles on the cities global CO2emissions are investigated. In addition to the microscopic models for fuel consumption and CO2emission for ICE vehicles, an energy consumption model for EVs is developed and integrated into the microsimulation tool. The contribution of this paper is that a comparative framework with macroscopic emission modeling is developed in which various scenarios for different shares of electric vehicles compared to an ICE vehicle fleet are considered. The results show that fuel consumption rate and emission factors in the microscopic approach are approximately 15% higher than the macroscopic case. This is mainly due to taking the exact driving behavior and traffic condition into account. In addition, it is shown that by using regenerative braking systems within the electric vehicles, about 25% energy saving is obtained.
AB - In the last decades, greenhouse gas emissions, especially carbon dioxide (CO2), produced by internal-combustion-engine (ICE) vehicles, have shown to be a major concern of our society. Over the time, electric vehicles have attracted considerable attention, since they are highly energy efficient and produce less local emissions. In this work, by means of a large-scale microscopic model of the city of Munich, effects of different shares of electric vehicles on the cities global CO2emissions are investigated. In addition to the microscopic models for fuel consumption and CO2emission for ICE vehicles, an energy consumption model for EVs is developed and integrated into the microsimulation tool. The contribution of this paper is that a comparative framework with macroscopic emission modeling is developed in which various scenarios for different shares of electric vehicles compared to an ICE vehicle fleet are considered. The results show that fuel consumption rate and emission factors in the microscopic approach are approximately 15% higher than the macroscopic case. This is mainly due to taking the exact driving behavior and traffic condition into account. In addition, it is shown that by using regenerative braking systems within the electric vehicles, about 25% energy saving is obtained.
UR - http://www.scopus.com/inward/record.url?scp=85118435469&partnerID=8YFLogxK
U2 - 10.1109/ITSC48978.2021.9565128
DO - 10.1109/ITSC48978.2021.9565128
M3 - Conference contribution
AN - SCOPUS:85118435469
T3 - IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
SP - 3190
EP - 3197
BT - 2021 IEEE International Intelligent Transportation Systems Conference, ITSC 2021
PB - Institute of Electrical and Electronics Engineers Inc.
Y2 - 19 September 2021 through 22 September 2021
ER -