Assessment of CO2 Emission of Electric Vehicles based on Life Cycle Assessment and System Dynamics Methodology

  • Fandi Rahanra Industrial Engineering and Management Master Program, Faculty of Industrial Technology, Institut Teknologi Bandung, Jalan Ganesha 10, Bandung 40132, Indonesia
  • Lucia Diawati Industrial Engineering and Management Master Program, Faculty of Industrial Technology, Institut Teknologi Bandung, Jalan Ganesha 10, Bandung 40132, Indonesia
Keywords: electric vehicles, internal combustion engine vehicles, life cycle assessment, system dynamics, bass diffusion model

Abstract

The promotion of electric vehicles (EV) adoption has emerged as a prevalent policy approach in numerous countries for reducing CO2 emission. Given the significant contribution of road transportation to CO2 emissions, the replacement of fossil fuel-based conventional vehicles with EV represents a viable strategy to mitigate emissions. However, the successful implementation of EV necessitates a comprehensive assessment throughout its entire life cycle. The use of EVs may reduce CO2 emission from the vehicles, however the increasing consumption of eletric power during its use may potentially potentially lead to higher CO2 emissions from the electric power generation, in particular in countries wherein fossil-based energy soures yet dominate the electric mix such as Indonesia. This study aims to conduct an assessment of CO2 emission of EV adoption in comparison to that of internal combustion engine vehicle (ICE) throughout their life cyles in Indonesia. Simultaneously, a system dynamics model is developed to depict the adoption process of EV and ICE based on Bass diffusion model. The system dynamics model is also used to simulate the impact of government policies in promoting the use of EVs.

References

International Energy Agency, Global EV Outlook 2022 Securing Supplies for an Electric Future,” 2022. [Online]. Available: www.iea.org/t&c/

Q. Qiao et al., Life Cycle Cost and GHG Emission Benefits of Electric Vehicles in China, Transp Res D Transp Environ, 86, Sep. 2020, doi: 10.1016/j.trd.2020.102418.

L. Lachvajderová & J. Kádárová, Emissions in Life Cycle of Electric Vehicle,” Perner’s Contacts, 15(2), Dec. 2020, doi: 10.46585/pc.2020.2.1626.

International Energy Agency, World Energy Outlook 2021, 2021. [Online]. Available: www.iea.org/weo

S. Pan, L. M. Fulton, A. Roy, J. Jung, Y. Choi, & H. O. Gao, Shared Use of Electric Autonomous Vehicles: Air Quality and Health Impacts of Future Mobility in The United States, Renewable and Sustainable Energy Reviews, 149, Oct. 2021, doi: 10.1016/j.rser.2021.111380.

Energy Agency International, Global EV Outlook 2021 Accelerating Ambitions Despite the Pandemic, 2021. [Online]. Available: www.iea.org/t&c/

Peraturan Presiden RI No. 55, Percepatan Program Kendaraan Bermotor Listrik Berbasis Baterai (Battery Electric Vehicle) Untuk Transportasi Jalan. Indonesia, 2019. Accessed: Jun. 20, 2023. [Online]. Available: https://peraturan.bpk.go.id/Home/Details/116973/perpres-no-55-tahun-2019#:~:text=PERPRES%20No.%2055%20Tahun%202019,Transportasi%20Jalan%20%5BJDIH%20BPK%20RI%5D

V. Tulus & P. Sidabutar, “Kajian pengembangan kendaraan listrik di Indonesia: prospek dan hambatannya,” 2020.

D. A. Hadi et al., Tracking Progress of Energy Transition in Indonesia IETO Indonesia Energy Transition Outlook 2021,” 2021.

J. J. Gómez Vilchez and P. Jochem, “Powertrain technologies and their impact on greenhouse gas emissions in key car markets,” Transp Res D Transp Environ, 80, Mar. 2020, doi: 10.1016/j.trd.2019.102214.

M. Kannangara, F. Bensebaa, & M. Vasudev, An adaptable life cycle greenhouse gas emissions assessment framework for electric, hybrid, fuel cell and conventional vehicles: Effect of electricity mix, mileage, battery capacity and battery chemistry in the context of Canada, J Clean Prod, 317, Oct. 2021, doi: 10.1016/j.jclepro.2021.128394.

M. Hirz and T. T. Nguyen, Life‐Cycle CO2‐Equivalent Emissions of Cars Driven by Conventional and Electric Propulsion Systems, World Electric Vehicle Journal, 13(4), Apr. 2022, doi: 10.3390/wevj13040061.

S. Franzò and A. Nasca, The Environmental Impact of Electric Vehicles: A Novel Life Cycle-Based Evaluation Framework and Its Applications to Multi-Country Scenarios, J Clean Prod, 315, Sep. 2021, doi: 10.1016/j.jclepro.2021.128005.

S. Hisan Farjana, M. A. Parvez Mahmud, and N. Huda, Life Cycle Assessment for Sustainable Mining, 2021.

European Environment Agency, Life Cycle Assessment: A guide to Approaches, experiences and information sources,” 1997.

Standards Policy and Strategy Committee, ISO 14044 Environmental Management-Life Cycle Assessment-Requirements and guidelines Management environnemental,” 2006.

R. K. Rosenbaum et al., Life cycle impact assessment, in Life Cycle Assessment: Theory and Practice, Springer International Publishing, 2017, pp. 167–270. doi: 10.1007/978-3-319-56475-3_10.

R. G. Coyle, System Dynamics Modelling. Springer US, 1996. doi: 10.1007/978-1-4899-2935-8.

ISO Standards Policy and Strategy Committee, Environmental Management-Life Cycle Assessment-Principles and framework,” 2006.

F. Habermacher, Modeling Material Inventories and Environmental Impacts of Electric Passenger Cars,” 2011.

E. Pipitone, S. Caltabellotta, and L. Occhipinti, A Life Cycle Environmental Impact Comparison Between Traditional, Hybrid, And Electric Vehicles in The European Context, Sustainability (Switzerland), 13(19), Oct. 2021, doi: 10.3390/su131910992.

J. Massiani and A. Gohs, The Choice of Bass Model Coefficients to Forecast Diffusion for Innovative Products: An Empirical Investigation for New Automotive Technologies, Research in Transportation Economics, 50, pp. 17–28, Aug. 2015, doi: 10.1016/j.retrec.2015.06.003.

Published
2023-10-01
How to Cite
Rahanra, F., & Diawati, L. (2023). Assessment of CO2 Emission of Electric Vehicles based on Life Cycle Assessment and System Dynamics Methodology. ITB Graduate School Conference, 3(1), 219-235. Retrieved from https://gcs.itb.ac.id/proceeding-igsc/index.php/igsc/article/view/145
Section
Articles