Application of Real Options on the Decision-Making of Mining Investment Projects Using the System Dynamics Method

Estimating the valuation of mining projects has great significance for investment decision-making. Since the existing valuation methods are not appropriate for mining projects affected by various uncertainties over the long term, this paper presents a hybrid investment evaluation model that is based on real options and system dynamics for mining projects. To address uncertainties and managerial flexibilities that are contained in mining projects, the model integrates the static net present value calculated by traditional discount cash flows and the real options value generated by the Black–Scholes model into the total value of mining projects. Subsequently, the model applies system dynamics modeling to analyze the dynamics of the complicated mining operation system, quantify its variables and interactions, and estimate its volatility, which enables a more accurate real options valuation. A realistic case of the Hongwei uranium deposit in China is the basis for the presented numerical illustration of the model. The findings indicate that investors are prone to losing an opportunity to invest if they only rely on traditional discount cash flows’ methods, because the value of the project calculated by discount cash flows is −175.59 million yuan that under zero. However, the results obtained from the method proposed in this paper suggest that the project has a value of 327.65 million yuan.

[1]  Anming Zhang,et al.  Real option analysis of aircraft acquisition: A case study , 2015 .

[2]  Vernon Ireland,et al.  Application of System Dynamics to Evaluate the Social and Economic Benefits of Infrastructure Projects , 2017, Syst..

[3]  Matías Siña,et al.  Real option valuation of open pit mines with two processing methods , 2019 .

[4]  Roussos Dimitrakopoulos,et al.  Evaluating mine plans under uncertainty: Can the real options make a difference? , 2007 .

[5]  Ramesh Sharda,et al.  Real Options and System Dynamics for Information Technology Investment Decisions: Application to RFID Adoption in Retail , 2013, TMIS.

[6]  Erkan Topal,et al.  Real option in action: An example of flexible decision making at a mine operational level , 2015 .

[7]  Cai Si-jing The Study of Taylor Formula for Calculating Underground Metallic Mine Production Scale , 2007 .

[8]  Bao-Jun Tang,et al.  Investment opportunity in China's overseas oil project: An empirical analysis based on real option approach , 2017 .

[9]  John M. Charnes,et al.  REAL OPTIONS VOLATILITY ESTIMATION WITH CORRELATED INPUTS , 2004 .

[10]  J. Forrester Industrial Dynamics , 1997 .

[11]  Erkan Topal,et al.  Estimation of Mining Project Values Through Real Option Valuation Using a Combination of Hedging Strategy and a Mean Reversion Commodity Price , 2016, Natural Resources Research.

[12]  A Frino,et al.  The Black Scholes Call Option Pricing Model and the Australian Options Market: Where are We after 15 Years , 1991 .

[13]  Carsten Drebenstedt,et al.  A Prototype Decision Making Tool of Coal Mine Planning Using System Dynamics Model , 2014 .

[14]  S. Erzurumlu,et al.  Sustainable mining development with community using design thinking and multi-criteria decision analysis , 2015 .

[15]  P. Godinho Monte Carlo Estimation of Project Volatility for Real Options Analysis , 2006 .

[16]  Erkan Topal,et al.  Evaluation of a mining project under the joint effect of commodity price and exchange rate uncertainties using real options valuation , 2017 .

[17]  Lei Zhu,et al.  Overseas oil investment projects under uncertainty: How to make informed decisions? , 2015 .

[18]  B. Gatmiri,et al.  Modeling managerial behavior in real options valuation for project-based environments , 2018 .

[19]  Yuri Lawryshyn,et al.  Real Option Valuation Using Simulation and Exercise Boundary , 2018 .

[20]  Eduardo S. Schwartz,et al.  Evaluating Natural Resource Investments , 1985 .

[21]  Francois Grobler,et al.  Robust decision making - Application to mine planning under price uncertainty , 2011 .

[22]  S. Myers Determinants of corporate borrowing , 1977 .

[23]  Gang Li,et al.  Supply chain coordination with dual procurement sources via real-option contract , 2015, Comput. Ind. Eng..

[24]  Upmanu Lall,et al.  A model robust real options valuation methodology incorporating climate risk , 2018, Resources Policy.

[25]  Andreas T. Ernst,et al.  A mixed integer programming model for long term capacity expansion planning: A case study from The Hunter Valley Coal Chain , 2012, Eur. J. Oper. Res..

[26]  Alireza Aliahmadi,et al.  Application of Gray Systems and Fuzzy Sets in Combination with Real Options Theory in Project Portfolio Management , 2014 .

[27]  Omer Tatari,et al.  A dynamic modeling approach to highway sustainability: Strategies to reduce overall impact , 2012 .

[28]  Antonio Nieto,et al.  The real option value of mining operations using mean-reverting commodity prices , 2015 .

[29]  R. Driver,et al.  The Real Options Lattice: An Alternative to Discounted Cash Flow , 2018, Journal of Accounting and Finance.

[30]  R. C. Merton,et al.  Theory of Rational Option Pricing , 2015, World Scientific Reference on Contingent Claims Analysis in Corporate Finance.

[31]  Jeffrey J. Reuer,et al.  Real options theory in strategic management , 2017 .

[32]  Reza Barati,et al.  Water Management Using System Dynamics Modeling in Semi-arid Regions , 2017 .

[33]  Nam Lethanh,et al.  A real option approach to determine optimal intervention windows for multi-national rail corridors , 2015 .

[34]  Edward G. Anderson,et al.  Evaluating system dynamics models of risky projects using decision trees: alternative energy projects as an illustrative example , 2010 .

[35]  Witold Kosiński,et al.  Ordered Fuzzy Numbers Approach to an Investment Project Evaluation , 2013 .

[36]  Ibrahim Odeh,et al.  System Dynamics Models for the Valuation of Real Options in P3 Concession Project Agreements , 2018 .

[37]  Hui Chen,et al.  The Calculation of Volatility in Real Option Investment Decision-Making Model Using System Dynamics Models , 2010, 2010 International Conference on Management and Service Science.

[38]  Jyrki Savolainen,et al.  Real options in metal mining project valuation: Review of literature , 2016 .