An algorithm for selecting a machine learning method for predicting nitrous oxide emissions in municipal wastewater treatment plants

B Szeląg, E Zaborowska, J Mąkinia - Journal of Water Process Engineering, 2023 - Elsevier
This study presents an advanced algorithm for selecting machine learning (ML) models for
nitrous oxide (N 2 O) emission prediction in wastewater treatment plants (WWTPs) …

Research on predicting early Fusarium head blight with asymptomatic wheat grains by micro-near infrared spectrometer

W Ba, X Jin, J Lu, Y Rao, T Zhang, XD Zhang… - … Acta Part A: Molecular …, 2023 - Elsevier
Fusarium head blight (FHB) is considered one of the most serious fungal diseases of wheat.
Fusarium resulted in yield losses and contamination of harvested grains with mycotoxins …

Fine-tuning the aeration control for energy-efficient operation in a small sewage treatment plant by applying biokinetic modeling

T Karches - Energies, 2022 - mdpi.com
Wastewater treatment is an energy-intensive process for treating liquid-phase pollutants in
urban settlements. The aerobic processes of the biological treatment involve a significant air …

[HTML][HTML] Multimodal machine learning guides low carbon aeration strategies in urban wastewater treatment

HC Wang, YQ Wang, X Wang, WX Yin, TC Yu, CH Xue… - Engineering, 2024 - Elsevier
The potential for reducing greenhouse gas (GHG) emissions and energy consumption in
wastewater treatment can be realized through intelligent control, with machine learning (ML) …

A new approach to optimizing aeration using XGB-Bi-LSTM via the online monitoring of oxygen transfer efficiency and oxygen uptake rate

Z Ao, H Li, J Chen, J Yuan, Z Xia, J Zhang… - Environmental …, 2023 - Elsevier
In wastewater treatment plants (WWTPs), aeration is vital for microbial oxygen needs. To
achieve carbon neutrality, optimizing aeration for energy and emissions reduction is …

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 …, 2024 - 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 …

[PDF][PDF] HYBRID MODELLING OF WASTEWATER TREATMENT PROCESSES

L Verhaeghe - 2023 - libstore.ugent.be
SUMMARY A hybrid model (HM) combines a mechanistic model based on physical process
knowledge with a data-driven component that learns from online sensor data. This thesis …

[PDF][PDF] Fine-Tuning the Aeration Control for Energy-Efficient Operation in a Small Sewage Treatment Plant by Applying Biokinetic Modeling. Energies 2022, 15, 6113

T Karches - 2022 - academia.edu
Wastewater treatment is an energy-intensive process for treating liquid-phase pollutants in
urban settlements. The aerobic processes of the biological treatment involve a significant air …

[HTML][HTML] ОСОБЕННОСТИ РАСЧЕТА ВЕЛИЧИНЫ ФАКТОРА ОБНОВЛЕНИЯ ПОВЕРХНОСТИ ПУЗЫРЬКОВ ВОЗДУХА

СЮ Андреев, ЛВ Белова - Архитектура, строительство …, 2023 - cyberleninka.ru
Ресурсоемкость биологической очистки сточных вод снижается при повышении
энергоэффективности применяемых в аэротенке систем пневматической аэрации …