Shokouh Masoumilari

Operationalizing Nitrogen Compliance: A Leakage-Safe, Alarm-Budget Framework for Wastewater Treatment Early Warning

Abstract We developed a leakage-safe, alarm-budget framework for early warning of effluent total nitrogen (TNout) in a municipal wastewater treatment plant (WWTP) using multiyear daily records from Ulsan, Republic of Korea. The framework combined strict temporal feature construct...