Mall et al. further explained that as the adsorption sites become saturated, the pores fill up and start resisting the diffusion of additional dye molecules, leading to an equilibrium state. Their study found that an equilibrium time of 1 hour is generally sufficient for maximum adsorption, aligning with the observations in this research where equilibrium was achieved around 30 minutes, after which the percentage removal plateaued.