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Drilling equipment is subjected to accidental loads with fairly high amplitudes in the process of operation. Classical methods of probabilistic calculation of machine parts do not allow estimating their elements failure probability, taking into account the real operational data obtained by means of telemetry, in the case where these data cannot be described by standard distribution laws. The proposed technique is based on the use of nonparametric statistics methods, resulting in freedom from these limitations. All...