A Solution to Weibull Prior Distribution of CNC Life-Span Using Information Entropy Theory
By using the information entropy theory, a solution to Weibull-small sample prior distribution of system reliability is proposed, which aims at solving the reliability estimation of high-end CNC. Firstly, the prior information is converted from subsystem level into system level based on entropy theory. Then, the prior distribution is solved with the constrained maximum entropy method. Finally, multi-information is fused based on the entropy weighs. It is proved by a case example that this method can obtained the prior distribution under Webull-small sample effectively.
Z. J. Yang et al., "A Solution to Weibull Prior Distribution of CNC Life-Span Using Information Entropy Theory", Advanced Materials Research, Vol. 548, pp. 489-494, 2012