UPPWATER

AI-enhanced wastewater treatment process automation

Monitoring & quality

Soheil Hadisi

Onderzoek / focusgebied 

RESEARCH GOALS
• Install and operate online sensors to generate high-frequency
wastewater process data under real operational conditions.
• Develop hybrid process models combining physics-based
descriptions and machine-learning methods for key wastewater
treatment dynamics.
• Integrate sensor data and models to improve real-time estimation
of process states that are difficult to measure directly.
• Evaluate robustness and reliability of the proposed methods
under sensor noise, drift, and changing influent conditions.
• Assess transferability of the approach from an industrial
wastewater treatment plant to municipal wastewater treatment
plants.

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