Valuation of power plants by utility indifference and numerical computation |
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Authors: | Arnaud Porchet Nizar Touzi Xavier Warin |
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Affiliation: | (1) CREST LFA, Timbre J320, 15 Boulevard Gabriel Péri, 92245 Malakoff Cedex, France;(2) Ecole polytechnique CMAP, UMR CNRS 7641, 91128 Palaiseau Cedex, France;(3) EDF R&D OSIRIS, 1 avenue du Général de Gaulle, 92141 Clamart Cedex, France |
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Abstract: | This paper presents a real option valuation model of a power plant, which accounts for physical constraints and market incompleteness. Switching costs, minimum on-off times, ramp rates, or non-constant heat rates are important characteristics that can lead, if neglected, to overestimated values. The existence of non-hedgeable uncertainties is also a feature of energy markets that can impact assets value. We use the utility indifference approach to define the value of the physical asset. We derive the associated mixed optimal switching-control problem and provide a characterization of its solution by means of a coupled system of reflected Backward Stochastic Differential Equations (BSDE). We relate this system to a system of variational inequalities, and we provide a numerical comparative study by implementing BSDE simulation algorithms, and PDE finite differences schemes. |
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Keywords: | Real option Backward stochastic differential equation Utility indifference Non-linear Monte Carlo methods Finite differences for PDE |
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