In this study, we used grids and wheel graphs
G
=
V
,
E
,
F
, which are simple, finite, plane, and undirected graphs with
V
as the vertex set,
E
as the edge set, and
F
as the face set. The article addresses the problem to find the face irregularity strength of some families of generalized plane graphs under
k
-labeling of type
α
,
β
,
γ
. In this labeling, a graph is assigning positive integers to graph vertices, graph edges, or graph faces. A minimum integer
k
for which a total label of all verteices and edges of a plane graph has distinct face weights is called
k
-labeling of a graph. The integer
k
is named as total face irregularity strength of the graph and denoted as
tfs
G
. We also discussed a special case of total face irregularity strength of plane graphs under
k
-labeling of type (1, 1, 0). The results will be verified by using figures and examples.