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2.3.1 Bad Measurement Detection
ОглавлениеIf measurements are Gaussian distributed and independent, and if the weighting factors wi correspond with the inverse of the measurement variances (), the distribution of J(x ) is a χ2 with m + r − n degrees of freedom [8], where r is twice the number of transit buses (exact measurements). Thus, we can write
(2.13)
where 1 − α is the confidence level.
Therefore, for a given α (e.g. 0.01), the value χ2(1 − α, m + r − n) can be computed and the χ2 test applied, i.e. if there is no bad measurement at the 1 − α confidence level; otherwise there is. Further details can be found in [7].