I. Introduction
Utilities and generating companies worldwide are in the process of adapting their systems to the liberalisation of electricity markets. We take the perspective of an electricity generation utility facing uncertainty in market prices and other factors such as local demand, prices of fuel for thermal plants, inflow to hydropower plants and generating unit availability. We assume that this generation utility is not large enough to be able to influence electricity prices by changing the amount of generation capacity offered to the market. The market is assumed to be liberalised, but not necessarily perfectly competitive.