Artificial intelligence
AI lets a wastewater operator run a plant on live data. Models adjust aeration, the largest energy cost in most plants, predict inflows from rainfall and city data, warn of toxic industrial loads before they reach the biology, and plan sludge and biogas output. With performance-based operation planned for the northern plants, an operator whose models cut energy use and meet effluent standards earns more.
What can be built
- Smart aeration. Control systems that set oxygen levels in real time, cutting the energy a treatment plant uses.
- Inflow forecasting. Models that predict flows from weather and city data, so plants and pumping stations are ready for storms.
- Reuse matching. Software that matches treated water quality and volume to the farms and factories that need it each day.
- Sewer intelligence. Sensors and AI that spot blockages, overflows and illegal rainwater connections across the network.





