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After defining generating functions, this paper discusses their properties, and then provides a sufficient and necessary condition for a finite property of the moments of first entrance time distributions of Markov chains in random environments by generating functions. Finally, the paper obtains relevant conclusions of the moments of first entrance time distributions.