Paper gives the data fusion algorithms, and to make the data fusion method is applied to thermal power units of the line performance calculation, so that better results can accurately reflect the unit s operating conditions. This data fusion method is simple and can reflect the sensor in space or time redundancy or complementary information, a finite number of sensors than the arithmetic mean a more accurate measurement results with high reliability, the practical application of the results confirmed the accuracy of the algorithm can be extended to other characteristics of the measurement results with a normal distribution of data fusion.

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