A long term stochastic GEP model with budget constraint is developed. Model suitable for analyzing GEP problems in developing countries. Model determines optimal mix, size and timing of future generation capacity needs. A real case study of the Ghana GEP problem was employed. Insufficient budget leads to costly generation capacity expansion plans.