This paper investigates the v-number of various classes of monomial ideals. First, we considers the relationship between the v-number and the regularity of the mixed product ideal , proving that . Next, we investigate an open conjecture on the v-number: if a monomial ideal has linear powers, then for all , We prove that if a monomial ideal with linear powers is a homogeneous square-free ideal and () has no embedded associated primes, then We have also drawn some conclusions about the k-th power of the graph.Additionally, we calculate the v-number of various powers of edge ideals(including ordinary power ,square-free powers, symbolic powers). Finally, we propose a conjecture that the v-number of ordinary powers of line graph is equal to the v-number of square-free powers.

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