Three-dimensional model of palletizing robot's operation rear arm was created using Inventor software, and the model was imported to ABAQUS finite element software for statics analysis. Two software interface issues, the correctness of the calculation method, and the analyzing steps were verified. From the analysis, the security issues in the operation rear arm were found. Optimal design was carried out on the model and verification was carried out. The result showed that the optimization meets the requirements.