A semi-analytical kinetic swelling model is proposed.
A swelling kinetics-improved coal permeability model is developed.
Swelling kinetics can mitigate the gas sorption-induced permeability change.
Swelling kinetics can benefit ECBM production but harm primary CBM recovery.