Consider a hypothetical change, A+B⇌C+D
For this reaction, Keq=[A][B][C][D]
For the above reaction if concentration of reactants are doubled then the rate of forward reaction increases for a short time but after sometime equilibrium will established. So, concentration has no effect on equilibrium constant. It remains unchanged after increasing the concentration of reactants.