The duration of sonication is a crucial parameter that directly affects the outcome of the process. Insufficient sonication time may result in incomplete dispersion of nanoparticles, while excessive sonication can lead to the degradation of the sample or unwanted side reactions. Therefore, optimizing the sonication duration is essential to achieve the desired results without compromising the integrity of the nanoparticles.