Based on the analysis of equipment maintenance costs, a prediction model for time series objects was established using clustering and fuzzy neural network theory, and applied to the prediction research of equipment maintenance costs, thus exploring a new way to predict equipment maintenance costs. The scientificity and correctness of this model were confirmed through the prediction analysis of the maintenance costs of a certain type of equipment.
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