Discounted Cash Flow Analysis and Real Options Valuation: A Case Study of Downstream Nickel Processing Investments in Indonesia
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This research evaluates the feasibility of processing nickel ore and refining it into nickel sulfate, while also assessing the potential for expansion into the production of battery precursor materials. The objective of this research is to provide a more comprehensive investment assessment framework by combining DCF and ROV for nickel down streaming projects, so that the results not only evaluate basic feasibility but also highlight the strategic value of managerial flexibility in dealing with uncertainty. The analysis employed a Discounted Cash Flow (DCF) approach for the base scenario, followed by Real Option Valuation (ROV) to capture the option value of the expansion. The DCF analysis results show a positive Net Present Value (NPV) of USD 1,164 million with an Internal Rate of Return (IRR) of 16.41%. Sensitivity analysis identifies nickel price, capital expenditure (CAPEX), and total resource availability as the most critical parameters affecting the project’s value. The novelty of this study lies in the application of ROV in the context of nickel mineral down streaming in Indonesia, which remains rarely explored in the literature compared to other energy sectors such as geothermal or hydropower. The contribution of this research is expanding the literature on the use of real options in the mining industry academically and offers a reference for investors, companies, and regulators to understand the strategic opportunities and risks of investing in nickel processing amid the growing global demand for electric vehicles practically.
Adamashvili, N., & Thrassou, A. (2024). Towards Sustainable Decarbonization: Addressing Challenges in Electric Vehicle Adoption and Infrastructure Development. Energies, 17(21). https://doi.org/10.3390/EN17215443
Ajak, A. D., & Topal, E. (2015). Real option in action: An example of flexible decision making at a mine operational level. Resources Policy, 45, 109–120. https://doi.org/10.1016/j.resourpol.2015.04.001
Alexander, C., & Chen, X. (2021). Model risk in real option valuation. Annals of Operations Research, 299(1–2), 1025–1056. https://doi.org/10.1007/s10479-019-03273-4
Arasteh, A. (2024). Application of Real Options Valuation in Nuclear Energy Systems. International Journal of Research in Industrial Engineering, 13(3), 274–305. https://doi.org/10.22105/riej.2024.443054.1421
Araya, N., Ramírez, Y., Kraslawski, A., & Cisternas, L. A. (2021). Feasibility of re-processing mine tailings to obtain critical raw materials using real options analysis. Journal of Environmental Management, 284, 112060. https://doi.org/10.1016/J.JENVMAN.2021.112060
Ardhiansyah, M. R., Adachi, T., & Oda, J. (2023). Stratified state aggregation (SSA) approach in real option valuation: combining price and grade uncertainties in tin mining projects. Mineral Economics, 36(3), 371–381. https://doi.org/10.1007/S13563-022-00322-6
Bin Abu Sofian, A. D. A., Imaduddin, I. S., Majid, S. R., Kurniawan, T. A., Chew, K. W., Lay, C. H., & Show, P. L. (2024). Nickel-rich nickel–cobalt–manganese and nickel–cobalt–aluminum cathodes in lithium-ion batteries: Pathways for performance optimization. Journal of Cleaner Production, 435. https://doi.org/10.1016/J.JCLEPRO.2023.140324
Caragnano, A., Mariani, M., Pizzutilo, F., & Zito, M. (2020). Is it worth reducing GHG emissions? Exploring the effect on the cost of debt financing. Journal of Environmental Management, 270. https://doi.org/10.1016/J.JENVMAN.2020.110860
Caríssimo, C. R. (2024). Considerations on the discounted cash flow method in the determination of assets. Revista Catarinense Da Ciência Contábil, 23, e3433. https://doi.org/10.16930/2237-7662202434332
Carvalho Medeiros, L. de, Moura, M. S. de, Fernandes, L. F. S., da Costa, A. M., & Pacheco, F. A. L. (2025). The economic valuation of environmental damages in scenarios of tailings dams’ ruptures: The case of Brumadinho’s catastrophe, Minas Gerais, Brazil. Case Studies in Chemical and Environmental Engineering, 11. https://doi.org/10.1016/j.cscee.2024.101037
Cesca, I. G., Postali, F. A. S., & Parente, V. (2024). Economic flexibilities and opportunities for sugar cane plants: A real options valuation case. Cleaner and Circular Bioeconomy, 7. https://doi.org/10.1016/j.clcb.2024.100074
Chandra, A., & Hartley, P. R. (2024). Sequential investment decisions for mining projects using compound multiple volatility real options approach. Resources Policy, 97. https://doi.org/10.1016/j.resourpol.2024.105241
Chen, Y. (2022). The Progress on Real Options for Company Valuation. Proceedings of the 2021 3rd International Conference on Economic Management and Cultural Industry (ICEMCI 2021), 203. https://doi.org/10.2991/ASSEHR.K.211209.440
Čulík, M. (2016). Real options valuation with changing volatility. Perspectives in Science, 7, 10–18. https://doi.org/10.1016/J.PISC.2015.11.004
Dai, T. S., & Lyuu, Y. D. (2010). The bino-trinomial tree: A simple model for efficient and accurate option pricing. Journal of Derivatives, 17(4), 7–24. https://doi.org/10.3905/JOD.2010.17.4.007
d’Amato, M., & Bambagioni, G. (2023). Discounted Cash Flow Analysis and Prudential Value DCFA Formula. Aestimum, 83, 59–68. https://doi.org/10.36253/AESTIM-14037
Danthurebandara, M., Van Passel, S., Vanderreydt, I., & Van Acker, K. (2014). Assessment of environmental and economic feasibility of Enhanced Landfill Mining. Waste Management, 45, 434–447. https://doi.org/10.1016/j.wasman.2015.01.041
Das Gupta, S., & Mosiño, A. (2020). Evaluating India’s energy targets using real options approach. International Journal of Energy Sector Management, 14(4), 757–776. https://doi.org/10.1108/IJESM-04-2019-0020
De Lamare Bastian-Pinto, C. (2015). Modeling generic mean reversion processes with a symmetrical binomial lattice - Applications to real options. Procedia Computer Science, 55, 764–773. https://doi.org/10.1016/J.PROCS.2015.07.160
De la O, R., & Myers, S. (2018). Subjective Cash Flows and Discount Rates. SSRN Electronic Journal. https://doi.org/10.2139/SSRN.2938634
Di Bari, A. (2020). A real options approach to valuate solar energy investment with public authority incentives: The Italian case. Energies, 13(6). https://doi.org/10.3390/EN13164181
Ding, Y., Cano, Z. P., Yu, A., Lu, J., & Chen, Z. (2019). Automotive Li-Ion Batteries: Current Status and Future Perspectives. Electrochemical Energy Reviews, 2(1). https://doi.org/10.1007/S41918-018-0022-Z
DRISSI, R. (2023). Empirical Analysis of Unlisted Companies’ Valuation Using Discounted Cash Flow Methods. GATR Journal of Finance and Banking Review, 8(1), 73–84. https://doi.org/10.35609/JFBR.2023.8.1(4)
Espinoza, R. D., & Rojo, J. (2017). Towards sustainable mining (Part I): Valuing investment opportunities in the mining sector. Resources Policy, 52, 7–18. https://doi.org/10.1016/j.resourpol.2017.01.011
Fan, Q., Yuan, S., Wen, J., & He, J. (2024). Review on comprehensive utilization of nickel laterite ore. Minerals Engineering, 218. https://doi.org/10.1016/J.MINENG.2024.109044
Fernandez, P. (2020). Valuing Companies by Cash Flow Discounting: Only APV Does Not Require Iteration. SSRN Electronic Journal. https://doi.org/10.2139/SSRN.3682128
Fragkos, P., Laura van Soest, H., Schaeffer, R., Reedman, L., Köberle, A. C., Macaluso, N., Evangelopoulou, S., De Vita, A., Sha, F., Qimin, C., Kejun, J., Mathur, R., Shekhar, S., Dewi, R. G., Herran, D. S., Oshiro, K., Fujimori, S., Park, C., Safonov, G., & Iyer, G. (2021). Energy system transitions and low-carbon pathways in Australia, Brazil, Canada, China, EU-28, India, Indonesia, Japan, Republic of Korea, Russia and the United States. Energy, 216. https://doi.org/10.1016/J.ENERGY.2020.119385
Guj, P., & Chandra, A. (2019). Comparing different real option valuation approaches as applied to a copper mine. Resources Policy, 61, 180–189. https://doi.org/10.1016/j.resourpol.2019.01.020
Gulabyan, A. (2020). The Appraisal of Assets’ Fair Value Using the Real Options Technique. Review of Business and Economics Studies, 8(2), 43–76. https://doi.org/10.26794/2308-944X-2020-8-2-43-76
Gultom, T., & Sianipar, A. (2020). High pressure acid leaching: A newly introduced technology in Indonesia. IOP Conference Series: Earth and Environmental Science, 413(1). https://doi.org/10.1088/1755-1315/413/1/012015
Gustino, R., Hakam, D. F., & Prasetio, E. A. (2025). Real options valuation for refinery and petrochemical investments: A feasibility study in Indonesia. Energy Reports, 13, 1321–1331. https://doi.org/10.1016/j.egyr.2025.01.007
Hakam, D. F., & Jumayla, S. (2024). Electric vehicle adoption in Indonesia: Lesson learned from developed and developing countries. Sustainable Futures, 8, 100348. https://doi.org/10.1016/J.SFTR.2024.100348
Haque, M. A., Topal, E., & Lilford, E. (2014). A numerical study for a mining project using real options valuation under commodity price uncertainty. Resources Policy, 39(1), 115–123. https://doi.org/10.1016/j.resourpol.2013.12.004
He, L., & Sun, B. (2022). Exploring the EPR system for power battery recycling from a supply-side perspective: An evolutionary game analysis. Waste Management, 140, 204–212. https://doi.org/10.1016/J.WASMAN.2021.11.026
Hitch, M., & Dipple, G. M. (2012). Economic feasibility and sensitivity analysis of integrating industrial-scale mineral carbonation into mining operations. Minerals Engineering, 39, 268–275. https://doi.org/10.1016/j.mineng.2012.07.007
Huo, D., Davies, B., Li, J., Alzaghrini, N., Sun, X., Meng, F., Abdul-Manan, A. F. N., McKechnie, J., Posen, I. D., & MacLean, H. L. (2024). How do we decarbonize one billion vehicles by 2050? Insights from a comparative life cycle assessment of electrifying light-duty vehicle fleets in the United States, China, and the United Kingdom. Energy Policy, 195. https://doi.org/10.1016/J.ENPOL.2024.114390
Husin, M., Prawoto, A. W., & Rosyid, F. A. (2020). Prosiding Tpt Xxix Perhapi 2020 Aplikasi Metode Evaluasi Ekonomi Real Option Pada Rencana Investasi Smelter Nickel Pig Iron.
Islam, M. T., & Iyer-Raniga, U. (2022). Lithium-Ion Battery Recycling in the Circular Economy: A Review. Recycling, 7(3). https://doi.org/10.3390/RECYCLING7030033
Jannesar Niri, A., Poelzer, G. A., Zhang, S. E., Rosenkranz, J., Pettersson, M., & Ghorbani, Y. (2024). Sustainability challenges throughout the electric vehicle battery value chain. Renewable and Sustainable Energy Reviews, 191. https://doi.org/10.1016/J.RSER.2023.114176
Jung, K., & Yim, T. (2020). High-performance lithium-ion batteries combined with bi-functionalized electrolyte additive and nickel-rich layered oxides. Journal of Alloys and Compounds, 834. https://doi.org/10.1016/J.JALLCOM.2020.155155
Kabeyi, M. J. B., & Olanrewaju, O. A. (2022). Sustainable Energy Transition for Renewable and Low Carbon Grid Electricity Generation and Supply. Frontiers in Energy Research, 9. https://doi.org/10.3389/FENRG.2021.743114
Karel, R. R., & Windiati, L. (2019). Real Options Approach to Valuation. SSRN Electronic Journal. https://doi.org/10.2139/SSRN.3320547
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