The aim of this study is to compute the edge metric dimension of some subdivision of the wheel graphs. In particular, we determine and compare the metric and edge metric dimensions of the graphs obtained after the cycle, spoke and barycentric subdivisions of the wheel graph. Furthermore, some families of graphs have been constructed through subdivision process for which dim(𝒲𝒞𝒫n,1)<dime(𝒲𝒞𝒫n,1), and also dim(𝒲𝒞𝒴n,1)=dime(𝒲𝒞𝒴n,1) which partially answer a question in [A. Kelenc, N. Tratnik and I. G. Yero, Uniquely identifying the edges of a graph: The edge metric dimension, Discrete Appl. Math.251 (2018) 204–220].