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Safety management is one of the main components of project management. Regarding to power plant construction, safety management evaluation is useful for the construction unit to find the potential hazard source, do practical precautions and generalize lessons for the future. The purpose of this paper is to establish an evaluation model for safety management evaluation. In this paper, the method of principle component analysis were used to deal with the original indexes, it selects the factors which are important for power plant construction evaluation through the method to pre-process all the influenced factors. Based on the pre-processed method, the fuzzy neural network was adopted to establish an evaluation model and classify the evaluation result. This was a new thought for the fuzzy neural network to be used in safety management evaluation for power plant construction project.