Article ID: | iaor20117231 |
Volume: | 59 |
Issue: | 3 |
Start Page Number: | 602 |
End Page Number: | 616 |
Publication Date: | May 2011 |
Journal: | Operations Research |
Authors: | Kekre Sunder, Scheller-Wolf Alan, Secomandi Nicola, Lai Guoming, Wang Mulan X |
Keywords: | supply & supply chains, heuristics, inventory: storage |
The valuation of the real option to store liquefied natural gas (LNG) at the downstream terminal of an LNG value chain is an important problem in practice. Because the exact valuation of this real option is computationally intractable, we develop a novel and tractable heuristic model for its strategic valuation that integrates models of LNG shipping, natural gas price evolution, and inventory control and sale into the wholesale natural gas market. We incorporate real and estimated data to quantify the value of this real option and its dependence on the throughput of an LNG chain, the type of price variability, the type of inventory control policy employed, and the level of stochastic variability in both the shipping model and the natural gas price model used. In addition, we develop an imperfect information dual upper bound to assess the effectiveness of our heuristic and find that our method is near optimal. Our approach also has potential relevance to value the real option to store other commodities in facilities located downstream from a commodity production or transportation stage, such as petroleum and agricultural products, chemicals, and metals, or the real option to store the input used in the production of a commodity such as electricity.