An optimization model for phase shift of transmission light in optical fiber sensor coated with ZnO is established, and the model is optimized by the hybrid particle swarm optimization algorithm. Simulation results show that the optimal value of phase shift of transmission light is obtained by the algorithm. The effect of relevant parameters of the optical fiber sensor on phase shift of transmission light is analyzed. The theoretical value and the experimental value of phase shift are compared, and they are basically consistent.