Despite their benefits, AOPs have limitations that must be considered. The generation of hydroxyl radicals often requires significant energy input, making these processes energy-intensive and potentially costly. Furthermore, the formation of by-products during the degradation of pollutants can sometimes lead to secondary contamination. It is essential to evaluate the toxicity of these by-products to ensure that they do not pose a risk to human health or the environment.