In recent years, the global focus on environmental sustainability has intensified, with industries seeking innovative solutions to reduce their ecological footprint. Among these solutions, Sewage Treatment Plants (STPs) and Effluent Treatment Plants (ETPs) play a pivotal role in managing wastewater