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The data standardization research was carried out for the condition data of critical reactor equipment collected by the fault diagnosis products of nuclear power plants at home and abroad, and the condition data resources of existing critical reactor equipment were sorted out and analyzed; The ideas and methods of data standardization were put forward in view of the existing problems; The data standardization methods such as standardization specification formulation and standardization constraint were adopted. The engineering practice of data standardization was carried out from the aspects of data file format, data file naming method, encoding method, data type, analysis rules, data storage and reading methods, and the "8-Byte" standardized data storage and reading method is innovatively proposed; Through the actual test and application, the data standardization for the condition data of critical reactor equipment used in nuclear power plants was realized, and the normalization and uniformity of data were improved.