Feature-based estimation of preliminary costs in shipbuilding

Empirical formulas are derived based on the configured cost items in the preliminary design stage. The errors of the estimated total costs are less than ±7%. Hence, the estimation model is suitable for modern ships. The applications of the model may be more robust for new ships in a future study.