Risk Management Based on NPV-at-Risk: A Case Study in Floating Solar Power Plant Project

Authors

  • Octa Untoro Department of Industrial Engineering, Universitas Sebelas Maret Surakarta, Indonesia
  • Fakhrina Fahma Department of Industrial Engineering, Universitas Sebelas Maret Surakarta, Jalan Ir. Sutami No.36A, Indonesia
  • Wahyudi Sutopo Department of Industrial Engineering, Universitas Sebelas Maret Surakarta, Jalan Ir. Sutami No.36A, Indonesia

DOI:

https://doi.org/10.22219/JTIUMM.Vol22.No2.245-254

Keywords:

Management Risk, Floating Solar Power Plant, Operational, Risk, Mitigation

Abstract

There are some unpredicted factors in floating solar power plants that can affect the investment return value. This research aimed to develop an NPV-at-risk based risk management analysis on the floating solar power plant. This research proposed six-staged solutions: communication and consultation, context assignment, risk identification, risk analysis, risk evaluation, and risk mitigation. This study took place in a floating solar power plant in Indonesia. This research showed that some unpredicted risks, such as irradiation, operation and maintenance costs, inflation, and interest rate, could contribute to the investment return. This procedural proposal could be applied in the management of the income realization based on the income projection.

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References

A. P. Sukarso and K. N. Kim, "Cooling effect on the floating solar PV: Performance and economic analysis on the case of west Java province in Indonesia," Energies, vol. 13, no. 9, p. 2126, 2020. https://doi.org/10.3390/en13092126.

L. Liu et al., "Prediction of short-term PV power output and uncertainty analysis," Applied Energy, vol. 228, pp. 700-711, 2018. https://doi.org/10.1016/j.apenergy.2018.06.112.

J. Hu, R. Harmsen, W. Crijns-Graus, and E. Worrell, "Barriers to investment in utility-scale variable renewable electricity (VRE) generation projects," Renewable Energy, vol. 121, pp. 730-744, 2018. https://doi.org/10.1016/j.renene.2018.01.092.

T. Compernolle, K. Welkenhuysen, E. Petitclerc, D. Maes, and K. Piessens, "The impact of policy measures on profitability and risk in geothermal energy investments," Energy Economics, vol. 84, p. 104524, 2019. https://doi.org/10.1016/j.eneco.2019.104524.

I. Jamil, J. Zhao, L. Zhang, S. F. Rafique, and R. Jamil, "Uncertainty Analysis of Energy Production for a 3 × 50 MW AC Photovoltaic Project Based on Solar Resources," International Journal of Photoenergy, vol. 2019, p. 1056735, 2019. http://doi.org/10.1155/2019/1056735.

W. Jeon and C.-Y. Lee, "Estimating the Cost of Solar Generation Uncertainty and the Impact of Collocated Energy Storage: The Case of Korea," Sustainability, vol. 11, no. 5, 2019. http://doi.org/10.3390/su11051389.

M. Wieczorek-Kosmala, "Weather Risk Management in Energy Sector: The Polish Case," Energies, vol. 13, no. 4, 2020. http://doi.org/10.3390/en13040945.

K. Halsnæs, L. Bay, P. S. Kaspersen, M. Drews, and M. A. Larsen, "Climate Services for Renewable Energy in the Nordic Electricity Market," Climate, vol. 9, no. 3, 2021. http://doi.org/10.3390/cli9030046.

J. A. B. Wirawan and I. Garniwa, "Risk Analysis Development of Solar Floating Power Plant in The Sea with Monte Carlo Method," in 2018 3rd International Conference on Information Technology, Information System and Electrical Engineering (ICITISEE), 2018, pp. 396-401.

A. Sen, A. S. Mohankar, A. Khamaj, and S. Karmakar, "Emerging OSH Issues in Installation and Maintenance of Floating Solar Photovoltaic Projects and Their Link with Sustainable Development Goals," Risk management and healthcare policy, vol. 14, pp. 1939-1957, 2021. http://doi.org/10.2147/RMHP.S304732.

S. Oliveira-Pinto and J. Stokkermans, "Marine floating solar plants: an overview of potential, challenges and feasibility," vol. 173, no. 4, pp. 120-135, 2020. http://doi.org/10.1680/jmaen.2020.10.

B. Pieket Weeserik and M. Spruit, "Improving Operational Risk Management Using Business Performance Management Technologies," Sustainability, vol. 10, no. 3, 2018. http://doi.org/10.3390/su10030640.

A. Aloqab, F. Alobaidi, and B. J. B. Raweh, "Operational risk management in financial institutions: An overview," Business economic research, vol. 8, no. 2, pp. 10-32, 2018.

G. H. Silva Rampini, H. Takia, and F. T. Berssaneti, "Critical Success Factors of Risk Management with the Advent of ISO 31000 2018 - Descriptive and Content Analyzes," Procedia Manufacturing, vol. 39, pp. 894-903, 2019. https://doi.org/10.1016/j.promfg.2020.01.400.

K. G. Firouzjah, "Assessment of small-scale solar PV systems in Iran: Regions priority, potentials and financial feasibility," Renewable and Sustainable Energy Reviews, vol. 94, pp. 267-274, 2018. https://doi.org/10.1016/j.rser.2018.06.002.

J. Liu, F. Jin, Q. Xie, and M. Skitmore, "Improving risk assessment in financial feasibility of international engineering projects: A risk driver perspective," International Journal of Project Management, vol. 35, no. 2, pp. 204-211, 2017. https://doi.org/10.1016/j.ijproman.2016.11.004.

T. Adefarati and R. C. Bansal, "Reliability, economic and environmental analysis of a microgrid system in the presence of renewable energy resources," Applied Energy, vol. 236, pp. 1089-1114, 2019. https://doi.org/10.1016/j.apenergy.2018.12.050.

J. Janekova, J. Fabianova, and J. Kadarova, "Selection Of Optimal Investment Variant Based On Monte Carlo Simulations," International Journal of Simulation Modelling, vol. 20, no. 2, pp. 279-290, 2021. https://doi.org/10.2507/IJSIMM20-2-557.

A. Jahani, P. Mohammadi, and H. Mashreghi, "Studying Risk Effect in Evaluating the Financing Methods of New Technology-Based Firms," IUST, vol. 29, no. 2, pp. 133-146, 2018. http://doi.org/10.22068/ijiepr.29.2.133.

Y. Kim and E.-B. Lee, "A Probabilistic Alternative Approach to Optimal Project Profitability Based on the Value-at-Risk," Sustainability, vol. 10, no. 3, pp. 747, 2018. http://doi.org/10.3390/su10030747.

P. B. Gilbile and G. S. Vyas, "Financial Risk Identification and Management of Road Projects in Hybrid Annuity Model," in International Conference on Transportation and Development 2021, 2021, pp. 101-109.

L. Kumar, A. Jindal, and N. R. Velaga, "Financial risk assessment and modelling of PPP based Indian highway infrastructure projects," Transport Policy, vol. 62, pp. 2-11, 2018. https://doi.org/10.1016/j.tranpol.2017.03.010.

I. Das, D. Panchal, and M. Tyagi, "A novel PFMEA-Doubly TOPSIS approach-based decision support system for risk analysis in milk process industry," International Journal of Quality & Reliability Management, vol. ahead-of-print, no. ahead-of-print, 2021. http://doi.org/10.1108/IJQRM-10-2019-0320.

J. Rukijkanpanich and M. Mingmongkol, "Enhancing performance of maintenance in solar power plant," Journal of Quality in Maintenance Engineering, vol. 26, no. 4, pp. 575-591, 2020. http://doi.org/10.1108/JQME-11-2018-0098.

L. Bai, Z. Wang, H. Wang, N. Huang, and H. Shi, "Prediction of multiproject resource conflict risk via an artificial neural network," Engineering, Construction and Architectural Management, vol. ahead-of-print, no. ahead-of-print, 2020. http://doi.org/10.1108/ECAM-03-2020-0201.

M. N. Addy, S. Akunyumu, and B. Simons, "Key risk factors affecting renewable energy independent power producer (IPP) set-up projects in developing countries," Journal of Engineering, Design and Technology, vol. 17, no. 6, pp. 1340-1355, 2019. http://doi.org/10.1108/JEDT-03-2019-0072.

C. Ameyaw and H. W. Alfen, "Identifying risks and mitigation strategies in private sector participation (PSP) in power generation projects in Ghana," Journal of Facilities Management, vol. 15, no. 2, pp. 153-169, 2017. http://doi.org/10.1108/JFM-07-2016-0030.

S. N. Shorabeh, M. K. Firozjaei, O. Nematollahi, H. K. Firozjaei, and M. Jelokhani-Niaraki, "A risk-based multi-criteria spatial decision analysis for solar power plant site selection in different climates: A case study in Iran," Renewable Energy, vol. 143, pp. 958-973, 2019. https://doi.org/10.1016/j.renene.2019.05.063.

N. T. Suprova, M. A. R. Zidan, and A. H. Rashid, "Optimal Site Selection for Solar Farms Using GIS and AHP: A Literature Review," vol. 149, pp. 565-576, 2020.

A. S. Albana and Y. A. Saputra, "Financial Risk Assessment For Power Plant Investment Under Uncertainty Using Monte Carlo Simulation," in 2019 International Conference on Technologies and Policies in Electric Power & Energy, 2019, pp. 1-6.

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Published

08/31/2021

How to Cite

Untoro, O., Fahma, F. ., & Sutopo, W. (2021). Risk Management Based on NPV-at-Risk: A Case Study in Floating Solar Power Plant Project. Jurnal Teknik Industri, 22(2), 245–254. https://doi.org/10.22219/JTIUMM.Vol22.No2.245-254

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