Porous thin-sheet cobalt-copper-manganese mixed oxides modified microfibrous-structured ZSM-5 coating/PSSF catalysts were developed by the papermaking/sintering process, secondary growth process, and incipient wetness impregnating method. Paper-like sintered stainless steel fibers (PSSF) support with sinter-locked three-dimensional networks was built by the papermaking/sintering process, and ZSM-5 coatings were fabricated on the surface of stainless steel fibers by the secondary growth process. Catalytic combustion performances of isopropanol at different concentrations over the microfibrous-structured Co-Cu-Mn (1:1:1)/ZSM-5 coating/PSSF catalysts were measured to obtain kinetics data. The catalytic combustion kinetics was investigated using power-rate law model and Mars-Van Krevelen model. It was found that the Mars-Van Krevelen model provided fairly good fits to the kinetic data. The catalytic combustion reaction occurred by interaction between isopropanol molecule and oxygen-rich centers of modified microfibrous-structured ZSM-5 coating/PSSF catalyst. The reaction activation energies for the reduction and oxidation steps are 60.3 and 57.19 kJ/mol, respectively.