Author

Yun-Peng Song

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Aug 2026

Scalable Online Machine Learning for Water Quality Optimization and Carbon Source Reduction in Wastewater Treatment Plants

Effective real-time control of wastewater treatment plants (WWTPs) remains challenging due to highly variable influent conditions, while regulation of external carbon sources (ECS) is critical for sustaining nitrogen removal and meeting increasingly stringent effluent standards. This study developed a systematic fram...

Yu-Qi Wang, Wan-Xin Yin, Hao-Lin Yang et al. · Environmental Science &... · 0 citations

#large language models Review Sep 2026

Auditable Automation of Activated Sludge Modeling for Wastewater Treatment Diagnosis Using LLM-Agents

Wastewater treatment plants (WWTPs) need mechanistic models that explain carbon, nitrogen, and phosphorus transformations under changing operating conditions. Building activated sludge models (ASMs) still depends heavily on expert choices about boundaries, components, and reactions. We developed AutoWWTP-ASM, an audi...

Yu-Qi Wang, Hao-Lin Yang, Jia-Ji Chen et al. · Environmental Science &... · 0 citations