The article describes the development of models to help plan investments in the changing power industry. The models use dynamic and stochastic modeling to improve decision-making in competitive power markets. They can be used by power system participants to evaluate new projects and by regulators to analyze long-term system performance under different rules. The researchers created a power market simulation model and an optimization model based on real options theory to calculate the best investment strategy for new power generation capacity.