Aggregation occurs due to various factors including physical forces, chemical interactions, and environmental conditions. Van der Waals forces and electrostatic interactions can promote the aggregation of nanoparticles. Additionally, changes in temperature, pH, and the presence of certain chemicals can also influence the stability of the catalyst particles, leading to aggregation.