Application of deep learning in the modeling of wastewater treatment plants in water distribution and reuse networks in residential buildings

Key Points

• Deep learning significantly improves modeling for wastewater treatment processes and water distribution systems.
• The analysis revealed efficiency increases of up to 30% in wastewater treatment performance using these models.
• Assessment using deep learning techniques to model wastewater treatment plants in residential environments enhances resource management.
• Such advances may lead to more sustainable water reuse strategies, reducing reliance on freshwater sources.