ABSTRACT
The government of Indonesia (GOI) has committed to accelerating electric motorcycles adoption for reducing transport sector emissions. A battery swapping scheme is an attractive option for the GOI to solve several impediments to electric motorcycle adoption related to short milage, charging times, and initial investment costs. However, the battery swapping policy alone seems ineffective in supporting emission reduction targets since Indonesia's grid electricity source is still dominated by fossil energy. Therefore, it is crucial to introduce a green battery swapping concept. It is a concept that integrates the battery swapping scheme with the use of solar energy as its primary energy source for the battery. However, creating a sustainable green battery swapping industry should be assessed as a complex system. Hence, a holistic view is needed to understand the system process and determine the relationship between related elements. This study aims to develop the conceptual model of a sustainable green battery swapping business development using system dynamics modeling. The conceptual model translated into a system diagram and a causal loop diagram (CLD) provides initial information that solar PV capacity, carbon credit, and incentives for charging stations are the main variables impacting the sustainability of a green battery swapping industry.
- Atul Adya, Paramvir Bahl, Jitendra Padhye, Alec Wolman, and Lidong Zhou. 2004. A multi-radio unification protocol for IEEE 802.11 wireless networks. In Proceedings of the IEEE 1st International Conference on Broadnets Networks (BroadNets’04) . IEEE, Los Alamitos, CA, 210–217. https://doi.org/10.1109/BROADNETS.2004.8Google ScholarDigital Library
- MEMR, "Handbook of Energy and Economic Statistics of Indonesia 2019," Kementerian Energi Dan Sumber Daya Mineral Republik Indonesia. Jakarta, 2020.Google Scholar
- C. Transparency, "The Climate Transparency Report Comparing G20 Climate Action and Responses to the Covid-19 Crisis," Indonesia Country Profile, 2020.Google Scholar
- I. C. Setiawan, "Reducing CO2 Emissions from Land Transport Sector in Indonesia: Case Study Automobiles Sector," in Journal of Physics: Conference Series, 2019, vol. 1167, no. 1: IOP Publishing, p. 012008.Google Scholar
- J. C. Adiatma and I. Marciano, "The Role of Electric Vehicles in Decarbonizing Indonesia's Road Transport Sector," 2020. [Online]. Available: https://iesr.or.id/pustaka/the-role-of-electric-vehicles-in-decarbonizing-indonesias-road-transport-sector.Google Scholar
- A. Verkehrswende, "Transforming Transport to Ensure Tomorrow's Mobility," Berlin. Online: https://www. agora-verkehrswende. de/en/publications/transforming-transport-to-ensure-tomorrows-mobility, 2017.Google Scholar
- D. F. Dominković, I. Bačeković, A. S. Pedersen, and G. Krajačić, "The future of transportation in sustainable energy systems: Opportunities and barriers in a clean energy transition," Renewable and Sustainable Energy Reviews, vol. 82, pp. 1823-1838, 2018.Google ScholarCross Ref
- S. Teske, Achieving the Paris climate agreement goals: global and regional 100% Renewable energy scenarios with non-energy GHG pathways for+ 1.5 C and+ 2 C. Springer Nature, 2019.Google ScholarCross Ref
- DEN, "Outlook Energi Indonesia 2019," Jakarta: Dewan Energi Nasional, 2019.Google Scholar
- G. A. Widyaningsih, "Peraturan Presiden Nomor 22 Tahun 2017 tentang Rencana Umum Energi Nasional," Jurnal Hukum Lingkungan Indonesia, vol. 4, no. 1, pp. 139-152, 2017.Google ScholarCross Ref
- PLN, "RUPTL: Rencana Usaha Penyediaan Tenaga Listrik 2019-2028," 2019.Google Scholar
- WorldAtlas. "Countries With The Highest Motorbike Usage." https://www.worldatlas.com/articles/countries-that-ride-motorbikes.html (accessed February, 17, 2021).Google Scholar
- J. C. Adiatma, A. J. Purwanto, and P. Simamora, "A transition towards low carbon transport in Indonesia," 2020.Google Scholar
- GOI, "Percepatan Program Kendaraan Bermotor Listrik Berbasis Baterai (Battery Electric Vehicle) untuk Transportasi Jalan," Peraturan Presiden (PERPRES) Nomor 55 Tahun 2019, 2019.Google Scholar
- N. Zahrina, A. Hidayatno, and A. D. Setiawan, "Model Conceptualization of Battery Swapping Industry Development Using System Dynamics," in Proceedings of the 3rd Asia Pacific Conference on Research in Industrial and Systems Engineering 2020, 2020, pp. 129-134.Google Scholar
- IEA, "Energy technology perspectives 2017," International Energy Agency (IEA). https://www.iea.org/reports/energy-technology-perspectives-2017, 2017.Google Scholar
- S. S. Amiri, S. Jadid, and H. Saboori, "Multi-objective optimum charging management of electric vehicles through battery swapping stations," Energy, vol. 165, pp. 549-562, 2018.Google ScholarCross Ref
- M. R. Sarker, H. Pandžić, and M. A. Ortega-Vazquez, "Electric vehicle battery swapping station: Business case and optimization model," in 2013 International Conference on Connected Vehicles and Expo (ICCVE), 2013: IEEE, pp. 289-294.Google Scholar
- M. R. Sarker, H. Pandžić, and M. A. Ortega-Vazquez, "Optimal operation and services scheduling for an electric vehicle battery swapping station," IEEE transactions on power systems, vol. 30, no. 2, pp. 901-910, 2014.Google Scholar
- H. Wu, G. K. H. Pang, K. L. Choy, and H. Y. Lam, "An optimization model for electric vehicle battery charging at a battery swapping station," IEEE Transactions on Vehicular Technology, vol. 67, no. 2, pp. 881-895, 2017.Google ScholarCross Ref
- X. Liu, T. Zhao, S. Yao, C. B. Soh, and P. Wang, "Distributed operation management of battery swapping-charging systems," IEEE Transactions on Smart Grid, vol. 10, no. 5, pp. 5320-5333, 2018.Google ScholarCross Ref
- L. Zhang, S. Zhou, J. An, and Q. Kang, "Demand-side management optimization in electric vehicles battery swapping service," IEEE Access, vol. 7, pp. 95224-95232, 2019.Google ScholarCross Ref
- J. Lidicker, T. Lipman, and B. Williams, "Business model for subscription service for electric vehicles including battery swapping, for san francisco bay area, california," Transportation research record, vol. 2252, no. 1, pp. 83-90, 2011.Google ScholarCross Ref
- X. Zhang and R. Rao, "A benefit analysis of electric vehicle battery swapping and leasing modes in China," Emerging Markets Finance and Trade, vol. 52, no. 6, pp. 1414-1426, 2016.Google ScholarCross Ref
- H.-Y. Mak, Y. Rong, and Z.-J. M. Shen, "Infrastructure planning for electric vehicles with battery swapping," Management Science, vol. 59, no. 7, pp. 1557-1575, 2013.Google ScholarCross Ref
- Y. M. Nie and M. Ghamami, "A corridor-centric approach to planning electric vehicle charging infrastructure," Transportation Research Part B: Methodological, vol. 57, pp. 172-190, 2013.Google ScholarCross Ref
- K. Anderson and A. Hidayatno, "Policy Analysis of Battery Swapping Industry in Indonesia to Increase Adoption Rate of Electric Motorcycle Users," Teknik Industri, Universitas Indonesia, 2020.Google Scholar
- F. Syamnur, N. Pambudi, M. Biddinika, and N. Wardani, "Barriers to the adoption, acceptance and public perceptions of Electric Vehicles (EV) in Indonesia: Case studies in the city of Surakarta," in Journal of Physics: Conference Series, 2019, vol. 1402, no. 4: IOP Publishing, p. 044061.Google Scholar
- W. Li, R. Long, H. Chen, and J. Geng, "A review of factors influencing consumer intentions to adopt battery electric vehicles," Renewable and Sustainable Energy Reviews, vol. 78, pp. 318-328, 2017.Google ScholarCross Ref
- L. Goldie-Scot, "A behind the scenes take on lithium-ion battery prices," Bloomberg New Energy Finance, vol. 5, 2019.Google Scholar
- W. Sutopo, M. Nizam, B. Rahmawatie, and F. Fahma, "A review of electric vehicles charging standard development: Study case in Indonesia," in 2018 5th International Conference on Electric Vehicular Technology (ICEVT), 2018: IEEE, pp. 152-157.Google Scholar
- 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.Google ScholarCross Ref
- F. Adegbohun, A. Von Jouanne, and K. Y. Lee, "Autonomous battery swapping system and methodologies of electric vehicles," Energies, vol. 12, no. 4, p. 667, 2019.Google ScholarCross Ref
- A. Setiawan and E. A. Setiawan, "Optimization of a Photovoltaic Power Plant in Indonesia with Proper Tilt Angle and Photovoltaic Type using a System Advisor Model," International Journal of Technology, vol. 8, no. 3, pp. p539-548, 2017.Google ScholarCross Ref
- IRENA, "Future of Solar Photovoltaic: Deployment, investment, technology, grid integration and socio-economic aspects (A Global Energy Transformation: paper)," International Renewable Energy Agency, Abu Dhabi, 2019.Google Scholar
- D. Nugent and B. K. Sovacool, "Assessing the lifecycle greenhouse gas emissions from solar PV and wind energy: A critical meta-survey," Energy Policy, vol. 65, pp. 229-244, 2014.Google ScholarCross Ref
- S. Sheng, C.-T. Hsu, P. Li, and B. Lehman, "Energy management for solar battery charging station," in 2013 IEEE 14th Workshop on Control and Modeling for Power Electronics (COMPEL), 2013: IEEE, pp. 1-8.Google Scholar
- D. Ji, M. Lv, J. Yang, and W. Yi, "Optimizing the Locations and Sizes of Solar Assisted Electric Vehicle Charging Stations in an Urban Area," IEEE Access, vol. 8, pp. 112772-112782, 2020.Google ScholarCross Ref
- T. Biya and M. Sindhu, "Design and Power Management of Solar Powered Electric Vehicle Charging Station with Energy Storage System," in 2019 3rd International conference on Electronics, Communication and Aerospace Technology (ICECA), 2019: IEEE, pp. 815-820.Google Scholar
Index Terms
- Developing a Sustainable Green Battery Swapping Industry Model: A Conceptual Framework
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