Towards low-carbon papermaking wastewater treatment process based on Kriging surrogate predictive model

Z He, M Hong, H Zheng, J Wang, Q Xiong… - Journal of Cleaner …, 2023 - Elsevier
Papermaking wastewater contains a diverse range of organic carbon, nitrogen and other
pollutants, which could lead to the emission of greenhouse gases (GHG) during biochemical …

Dynamic optimization of a wastewater treatment process for sustainable operation using multi-objective genetic algorithm and non-dominated sorting cuckoo search …

KG Aparna, R Swarnalatha - Journal of Water Process Engineering, 2023 - Elsevier
Wastewater treatment plants (WWTP) face challenges due to nonlinearity and influent
oscillations. An efficient optimal control system is necessary to improve effluent water quality …

Experimental study of the biological treatment process of the exit wastewater from flocculation reactor

A Baghizade, F Farahbod, O Alizadeh - Applied Water Science, 2023 - Springer
This study investigates biological treatment of outlet wastewater from flocculation reactor.
This stream has an unpleasant odor. So, a biological treatment unit has been used to …

Interpretable GHG emission prediction for papermaking wastewater treatment process with deep learning

Z He, S Li, Y Wang, B Chen, J Ren, Q Xiong… - Chemical Engineering …, 2024 - Elsevier
The content of pollutants in papermaking wastewater is highly varied due to heterogeneous
raw materials, product types, and biochemical process conditions, resulting in significant …

Intelligent aeration amount prediction control for wastewater treatment process based on recurrent neural network

X Yu, Y Shen, Z Guo, H Li, F Guo, H Zhang - Journal of the Franklin Institute, 2024 - Elsevier
The use of machine learning in artificial intelligence to solve industrial problems has been a
current trend. Predictions can be made by machine learning algorithms. This greatly …

Modeling greenhouse gas emissions from biological wastewater treatment process with experimental verification: A case study of paper mill

J Han, Y Liu, W Li, F Huang, W Shen, T Liu… - Science of The Total …, 2024 - Elsevier
Wastewater treatment plants (WWTPs) have been regarded as the main sources of
greenhouse gas (GHG) emissions. This study compares the influent characteristics of …

A binary-level hybrid intelligent control configuration for sustainable energy consumption in an activated sludge biological wastewater treatment plant

JG Ateunkeng, AT Boum, L Bitjoka - Journal of Water Process Engineering, 2024 - Elsevier
Biological wastewater treatment plants employ energy-intensive techniques for maintaining
environmental conditions. This paper designs and evaluates a novel binary-level hybrid …

Bi-Level Optimal Control Based on Similarity Clustering for Wastewater Treatment Process with Greenhouse Gas Emissions

X Bai, Y Hou, H Han - 2024 36th Chinese Control and Decision …, 2024 - ieeexplore.ieee.org
There is a global consensus on reducing greenhouse gas (GHG) emissions to slow down
global warming. GHG emissions from the wastewater treatment process (WWTP) have also …

Advancements in machine learning modelling for energy and emissions optimization in wastewater treatment plants: A systematic review

T Abunama, A Dellieu, S Nonet - Water and Environment Journal - Wiley Online Library
Wastewater treatment plants (WWTPs) are high‐energy consumers and major Greenhouse
Gas (GHG) emitters. This review offers a comprehensive global overview of the current …