This document describes a computer simulation model developed to predict the performance of a diesel engine operating on biodiesel blends. The model uses a single zone thermodynamic approach to simulate the engine cycle from intake to exhaust. It calculates properties such as cylinder pressure, heat release, temperature and engine performance parameters like brake power and efficiency. The model was validated by comparing the simulation results with experimental data, and was found to satisfactorily predict combustion and performance characteristics. The simulation model can be used to study the effects of operating a diesel engine on biodiesel blends without extensive experimental testing.