Comparing Total Cost of Ownership of Electric and Conventional Motorcycles in Indonesia
DOI:
https://doi.org/10.22219/JTIUMM.Vol22.No2.196-210Keywords:
Electric Motorcycle, Conventional Motorcycle, Total Cost of Ownership, SubsidyAbstract
The adoption of Electric Vehicles (EV) is one of the solutions to reduce emission problems. In Indonesia, the government targets 2.1 million Electric Motorcycles (EM) ownership in 2025. One of the keys to encouraging the EV Indonesian market is vehicle cost analysis, like Total Cost of Ownership (TCO). This study developed a TCO model to compare EM with Conventional Motorcycles (CM) in Indonesia. Data were collected from surveys and information from stakeholders. The proposed TCO model considered a battery replacement cost, which influenced the resale value of the vehicle. As a result, the TCO of EM had a more economical value than CM of 12% (IDR 3 million) on low mobility, 16% (IDR 4 million) on medium mobility, and 18% (IDR 5.5 million) on high mobility. In addition, several scenarios were also analyzed as a study to consider providing subsidies ownership motorcycles in Indonesia.
Downloads
References
Y.-N. Sang and H. A. Bekhet, "Modelling electric vehicle usage intentions: an empirical study in Malaysia," Journal of Cleaner Production, vol. 92, pp. 75-83, 2015. https://doi.org/10.1016/j.jclepro.2014.12.045.
N. S. Tanwir and M. I. Hamzah, "Predicting Purchase Intention of Hybrid Electric Vehicles: Evidence from an Emerging Economy," World Electric Vehicle Journal, vol. 11, no. 2, 2020. https://doi.org/10.3390/wevj11020035.
B. P. Statistik, "Perkembangan Jumlah Kendaraan Bermotor Menurut Jenis, 1949-2016," Badan Pusat Statistik, Jakarta, 2021 2018. https://www.bps.go.id/linkTableDinamis/view/id/1133.
W. Sutopo, R. W. Astuti, A. Purwanto, and M. Nizam, "Commercialization model of new technology lithium ion battery: A case study for smart electrical vehicle," in 2013 Joint International Conference on Rural Information & Communication Technology and Electric-Vehicle Technology (rICT & ICeV-T), 2013, pp. 1-5. http://doi.org/10.1109/rICT-ICeVT.2013.6741511.
S. M. Afraah, Y. Yuniaristanto, W. Sutopo, and M. Hisjam, "Comparing Total Cost of Ownership of Electric Motorcycles and Conventional Motorcycles in Indonesia," Jurnal Teknik Industri, vol. 22, no. 2, 2021. https://ejournal.umm.ac.id/index.php/industri/article/view/16717.
O. Egbue and S. Long, "Critical Issues in the Supply Chain of Lithium for Electric Vehicle Batteries," Engineering Management Journal, vol. 24, no. 3, pp. 52-62, 2012. http://doi.org/10.1080/10429247.2012.11431947.
B. Lane and S. Potter, "The adoption of cleaner vehicles in the UK: exploring the consumer attitude–action gap," Journal of Cleaner Production, vol. 15, no. 11, pp. 1085-1092, 2007. https://doi.org/10.1016/j.jclepro.2006.05.026.
R. M. Krause, S. R. Carley, B. W. Lane, and J. D. Graham, "Perception and reality: Public knowledge of plug-in electric vehicles in 21 U.S. cities," Energy Policy, vol. 63, pp. 433-440, 2013. https://doi.org/10.1016/j.enpol.2013.09.018.
X. Zhang, K. Wang, Y. Hao, J.-L. Fan, and Y.-M. Wei, "The impact of government policy on preference for NEVs: The evidence from China," Energy Policy, vol. 61, pp. 382-393, 2013. https://doi.org/10.1016/j.enpol.2013.06.114.
N. Berkeley, D. Bailey, A. Jones, and D. Jarvis, "Assessing the transition towards Battery Electric Vehicles: A Multi-Level Perspective on drivers of, and barriers to, take up," Transportation Research Part A: Policy and Practice, vol. 106, pp. 320-332, 2017. https://doi.org/10.1016/j.tra.2017.10.004.
J. J. Gómez Vilchez and C. Thiel, "The Effect of Reducing Electric Car Purchase Incentives in the European Union," World Electric Vehicle Journal, vol. 10, no. 4, 2019. https://doi.org/10.3390/wevj10040064.
T. Hoppe, M. M. van den Berg, and F. H. J. M. Coenen, "Reflections on the uptake of climate change policies by local governments: facing the challenges of mitigation and adaptation," Energy, Sustainability and Society, vol. 4, no. 1, p. 8, 2014. https://doi.org/10.1186/2192-0567-4-8.
M. E. Biresselioglu, M. Demirbag Kaplan, and B. K. Yilmaz, "Electric mobility in Europe: A comprehensive review of motivators and barriers in decision making processes," Transportation Research Part A: Policy and Practice, vol. 109, pp. 1-13, 2018. https://doi.org/10.1016/j.tra.2018.01.017.
L. M. Ellram, "Total cost of ownership," International Journal of Physical Distribution & Logistics Management, vol. 25, no. 8, pp. 4-23, 1995. https://doi.org/10.1108/09600039510099928.
L. M. Ellram and S. Siferd, "Total cost of ownership: a key concept in strategic cost management decisions," Materials Engineering, vol. 19, no. 1, pp. 55-84, 1998 1998.
S. Bickert and W. Kuckshinrichs, "Market integration of electric mobility: Analyzing economic efficiency and costs for consumers," in ENERDAY, 6th Conference on Energy Economics and Technology, Technische Universität, Dresden, 08, April 2011, Dresden, Germany, 2011, p. 20: Institute of Energy and Climate Research.
A. Millard-Ball, "The autonomous vehicle parking problem," Transport Policy, vol. 75, pp. 99-108, 2019. https://doi.org/10.1016/j.tranpol.2019.01.003.
V. Nian, M. P. Hari, and J. Yuan, "A new business mo
del for encouraging the adoption of electric vehicles in the absence of policy support," Applied Energy, vol. 235, pp. 1106-1117, 2019. https://doi.org/10.1016/j.apenergy.2018.10.126.
L. Vanhaverbeke, D. Schreurs, Q. D. Clerck, M. Messagie, and J. V. Mierlo, "Total cost of ownership of electric vehicles incorporating Vehicle to Grid technology," in 2017 Twelfth International Conference on Ecological Vehicles and Renewable Energies (EVER), 2017, pp. 1-6. http://doi.org/10.1109/EVER.2017.7935931.
P. Letmathe and M. Suares, "A consumer-oriented total cost of ownership model for different vehicle types in Germany," Transportation Research Part D: Transport and Environment, vol. 57, pp. 314-335, 2017. https://doi.org/10.1016/j.trd.2017.09.007.
L. K. Mitropoulos, P. D. Prevedouros, and P. Kopelias, "Total cost of ownership and externalities of conventional, hybrid and electric vehicle," Transportation Research Procedia, vol. 24, pp. 267-274, 2017. https://doi.org/10.1016/j.trpro.2017.05.117.
J. Hagman, S. Ritzén, J. J. Stier, and Y. Susilo, "Total cost of ownership and its potential implications for battery electric vehicle diffusion," Research in Transportation Business & Management, vol. 18, pp. 11-17, 2016. https://doi.org/10.1016/j.rtbm.2016.01.003.
S. Bubeck, J. Tomaschek, and U. Fahl, "Perspectives of electric mobility: Total cost of ownership of electric vehicles in Germany," Transport Policy, vol. 50, pp. 63-77, 2016. https://doi.org/10.1016/j.tranpol.2016.05.012.
P. Kerdlap and S. H. Gheewala, "Electric motorcycles in Thailand: A life cycle perspective," Journal of Industrial Ecology, vol. 20, no. 6, pp. 1399-1411, 2016. https://doi.org/10.1111/jiec.12406.
A. Babin, N. Rizoug, T. Mesbahi, D. Boscher, Z. Hamdoun, and C. Larouci, "Total Cost of Ownership Improvement of Commercial Electric Vehicles Using Battery Sizing and Intelligent Charge Method," IEEE Transactions on Industry Applications, vol. 54, no. 2, pp. 1691-1700, 2018. http://doi.org/10.1109/TIA.2017.2784351.
K. Palmer, J. E. Tate, Z. Wadud, and J. Nellthorp, "Total cost of ownership and market share for hybrid and electric vehicles in the UK, US and Japan," Applied Energy, vol. 209, pp. 108-119, 2018. https://doi.org/10.1016/j.apenergy.2017.10.089.
C. Sherrington and D. Moran, "Modelling farmer uptake of perennial energy crops in the UK," Energy Policy, vol. 38, no. 7, pp. 3567-3578, 2010. https://doi.org/10.1016/j.enpol.2010.02.034.
R. Danielis, M. Scorrano, M. Giansoldati, and S. Alessandrini, "The Economic Case for Electric Vehicles in Public Sector Fleets: An Italian Case Study," World Electric Vehicle Journal, vol. 11, no. 1, 2020. http://doi.org/10.3390/wevj11010022.
A. M. Pavan, V. Lughi, and M. Scorrano, "Total Cost of Ownership of electric vehicles using energy from a renewable-based microgrid," in 2019 IEEE Milan PowerTech, 2019, pp. 1-6. http://doi.org/10.1109/PTC.2019.8810736.
R. Riyanto, S. A. Riyadi, C. Nuryakin, and N. W. G. Massie, "Estimating the Total Cost of Ownership (TCO) of Electrified Vehicle in Indonesia," in 2019 6th International Conference on Electric Vehicular Technology (ICEVT), 2019, pp. 88-99. http://doi.org/10.1109/ICEVT48285.2019.8994030.
P. Kumar and S. Chakrabarty, "Total Cost of Ownership Analysis of the Impact of Vehicle Usage on the Economic Viability of Electric Vehicles in India," Transportation Research Record, vol. 2674, no. 11, pp. 563-572, 2020. https://doi.org/10.1177/0361198120947089.
M. Ayuso, J. M. Bravo, and R. Holzmann, "Getting life expectancy estimates right for pension policy: period versus cohort approach," Journal of Pension Economics and Finance, vol. 20, no. 2, pp. 212-231, 2021. http://doi.org/10.1017/S1474747220000050.
M. Beltran, "Deepening the uncertainty dimension of environmental Life Cycle Assessment: addressing choice, future and interpretation uncertainties," Leiden University, 2018.
H. Schmidt, U. Mathis, and N. Wichmann, Economic Viability of Second Life Applications of Lithium-ion Traction Batteries Logo hier! 2017.
A. P. Vora et al., "Design-space exploration of series plug-in hybrid electric vehicles for medium-duty truck applications in a total cost-of-ownership framework," Applied Energy, vol. 202, pp. 662-672, 2017.
https://doi.org/10.1016/j.apenergy.2017.05.090.
T. B. Indonesia, "Top Brand Index Fase 1 2021 Kategori Kendaraan," 2021. https://www.topbrand-award.com/en/.
P. Louca et al., "Modest effects of dietary supplements during the COVID-19 pandemic: insights from 445 850 users of the COVID-19 Symptom Study app," (in eng), BMJ nutrition, prevention & health, vol. 4, no. 1, pp. 149-157, 2021. http://doi.org/10.1136/bmjnph-2021-000250.
M. W. D. Utami, Y. Yuniaristanto, and W. J. J. O. S. I. Sutopo, "Adoption Intention Model of Electric Vehicle in Indonesia," vol. 19, no. 1, pp. 70-81, 2020. https://doi.org/10.25077/josi.v19.n1.p70-81.2020.
T. Eccarius and C.-C. Lu, "Adoption intentions for micro-mobility – Insights from electric scooter sharing in Taiwan," Transportation Research Part D: Transport and Environment, vol. 84, p. 102327, 2020. https://doi.org/10.1016/j.trd.2020.102327.
P. Prevedouros and L. Mitropoulos, "Impact of Battery Performance on Total Cost of Ownership for Electric Drive Vehicle," in 2018 21st International Conference on Intelligent Transportation Systems (ITSC), 2018, pp. 1155-1160. http://doi.org/10.1109/ITSC.2018.8569439.
D. Kong, Q. Xia, Y. Xue, and X. Zhao, "Effects of multi policies on electric vehicle diffusion under subsidy policy abolishment in China: A multi-actor perspective," Applied Energy, vol. 266, p. 114887, 2020. https://doi.org/10.1016/j.apenergy.2020.114887.
F. Kleiner and H. E. Friedrich, "Maintenance & repair cost calculation and assessment of resale value for different alternative commercial vehicle powertrain technologies," 2017.
Z. Wadud, "Fully automated vehicles: A cost of ownership analysis to inform early adoption," Transportation Research Part A: Policy and Practice, vol. 101, pp. 163-176, 2017. https://doi.org/10.1016/j.tra.2017.05.005.
S. Moon and D.-J. Lee, "An optimal electric vehicle investment model for consumers using total cost of ownership: A real option approach," Applied Energy, vol. 253, p. 113494, 2019. https://doi.org/10.1016/j.apenergy.2019.113494.
R. Finesso, D. Misul, E. Spessa, and M. Venditti, "Optimal Design of Power-Split HEVs Based on Total Cost of Ownership and CO2 Emission Minimization," Energies, vol. 11, no. 7, 2018. https://doi.org/10.3390/en11071705.
J. Catton, C. Wang, S. Sherman, M. Fowler, and R. Fraser, "Extended range electric vehicle powertrain simulation, and comparison with consideration of fuel cell and metal-air battery," SAE Technical Paper0148-7191, 2017.
H. Dittus, U. Kugler, and V. Kolarova, "Economic and Environmental Viability of using a PV plant as an energy source for battery electric vehicles," 2017.
I. Mareev and D. U. Sauer, "Energy Consumption and Life Cycle Costs of Overhead Catenary Heavy-Duty Trucks for Long-Haul Transportation," Energies, vol. 11, no. 12, 2018. https://doi.org/10.3390/en11123446.
H. Wang, Y. Huang, and A. Khajepour, "Cyber-Physical Control for Energy Management of Off-Road Vehicles With Hybrid Energy Storage Systems," IEEE/ASME Transactions on Mechatronics, vol. 23, no. 6, pp. 2609-2618, 2018. https://doi.org/10.1109/TMECH.2018.2832019.
P. Lebeau, C. Macharis, and J. Van Mierlo, "How to Improve the Total Cost of Ownership of Electric Vehicles: An Analysis of the Light Commercial Vehicle Segment," World Electric Vehicle Journal, vol. 10, no. 4, 2019. https://doi.org/10.3390/wevj10040090.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2021 Sayyidah Maulidatul Afraah, Yuniaristanto Yuniaristanto, Wahyudi Sutopo, Muhammad Hisjam
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.