Artificial intelligence in wastewater treatment systems in the era of industry 4.0: A holistic review

WAM Fernando, SNBA Khadaroo, PE Poh - … and Solutions in the Era of …, 2022 - Springer
Wastewater treatment started off as a simple process to deal with the ecological impact of
human excretion and evolved to complex systems to deal with wastewater generated from …

[HTML][HTML] Prediction of wastewater treatment plant performance through machine learning techniques

H Mahanna, N El-Rashidy, MR Kaloop… - Desalination and Water …, 2024 - Elsevier
This study investigates the use of developed machine learning techniques for modeling the
performance of AlHayer, Saudi Arabia, wastewater treatment plant (ALWTP). Three physio …

Generalized classification modeling of activated sludge process based on microscopic image analysis

MB Khan, H Nisar, CA Ng, PK Lo… - Environmental …, 2018 - Taylor & Francis
The state of activated sludge wastewater treatment process (AS WWTP) is conventionally
identified by physico-chemical measurements which are costly, time-consuming and have …

Application of surrogate models as an alternative to process simulation for implementation of the self-optimizing control procedure on large-scale process plants—A …

V Khezri, M Panahi, E Yasari… - Industrial & Engineering …, 2021 - ACS Publications
High computational loads, time-consuming convergence, and simulation crashes are
common when using process simulators for flowsheet optimization. In this paper, by …

Intelligent dosing of sodium hypochlorite in municipal wastewater treatment plants: Experimental and modeling studies

Q Li, X Cui, X Gao, X Chen, H Zhao - Journal of Water Process Engineering, 2024 - Elsevier
Sodium hypochlorite (NaClO), a disinfectant extensively employed in municipal wastewater
treatment plants (WWTPs), is frequently overdosed to ensure qualified effluent quality …

[PDF][PDF] 城市污水处理过程异常工况识别和抑制研究

韩红桂, 伍小龙, 张璐, 乔俊飞 - 自动化学报, 2018 - aas.net.cn
摘要城市污水处理过程(Municipal wastewater treatment processes, WWTPs) 由于进水流量,
进水成分, 污染物种类, 有机物浓度等被动接受, 系统始终运行在非平稳状态 …

WWTP model calibration based on different optimization approaches

M Várhelyi, VM Cristea, M Brehar, ED Nemes… - … and Management Journal, 2019 - eemj.eu
There is a significant interest in modelling the wastewater treatment plants (WWTP) because
with a calibrated model a large variety of operational strategies can be evaluated, the control …

[HTML][HTML] Performance analysis and modeling of bio-hydrogen recovery from agro-industrial wastewater

SK Safdar Hossain, S Sadiq Ali, CK Cheng… - Frontiers in Energy …, 2022 - frontiersin.org
Significant volumes of wastewater are routinely generated during agro-industry processing,
amounting to millions of tonnes annually. In line with the circular economy concept, there …

Process stress in municipal wastewater treatment processes: A new model for monitoring resilience

TG Holloway, JB Williams, D Ouelhadj… - Process Safety and …, 2019 - Elsevier
Although not-well-understood, process stress could provide a novel approach to resilience
analyses in wastewater treatment processes by identifying the influence of a stressor on …

An integrated machine learning framework for effluent quality prediction in Sewage Treatment Units

CS Srungavarapu, AG Sheik, ESS Tejaswini… - Urban Water …, 2023 - Taylor & Francis
The influent and effluent data from wastewater treatment plants being highly correlated with
multi-variable coupling and time-varying features may degrade the performance of …