Machine learning algorithms for the forecasting of wastewater quality indicators

F Granata, S Papirio, G Esposito, R Gargano… - Water, 2017 - mdpi.com
Stormwater runoff is often contaminated by human activities. Stormwater discharge into
water bodies significantly contributes to environmental pollution. The choice of suitable …

Encouraging effective air management in water pipelines: A critical review

L Ramezani, B Karney, A Malekpour - Journal of Water Resources …, 2016 - ascelibrary.org
Air can be entrapped in water and wastewater systems under a variety of conditions, and if
such air is not managed properly, it can impose considerable operational penalties. To …

Modeling air flow in sanitary sewer systems: A review

Y Qian, W Shao, DZ Zhu, KAA Mohamad… - Journal of Hydro …, 2021 - Elsevier
Current designs of sanitary collection systems normally only consider the transport of
wastewater without attention on the air movement in the sewer airspaces. Under anaerobic …

Artificial intelligence models for prediction of the aeration efficiency of the stepped weir

AA Sattar, M Elhakeem, M Rezaie-Balf… - Flow Measurement and …, 2019 - Elsevier
Stepped weir is a commonly used hydraulic structure in water treatment plants to enhance
the air-water transfer of oxygen or nitrogen and volatile organic components. The flow …

Machine learning methods for wastewater hydraulics

F Granata, G de Marinis - Flow Measurement and Instrumentation, 2017 - Elsevier
Wastewater hydraulics problems are frequently addressed by investigation on physical
models. Dimensional analysis is a powerful tool that allows discovering essential …

[HTML][HTML] Hydraulic analysis of advanced spillway systems in tailings dams under extreme weather conditions

C Zhang, L Zhang, S Zhang, J Cheng… - Alexandria Engineering …, 2024 - Elsevier
With the increasing frequency of extreme weather events, heavy rainfall and flooding pose
significant pressure on the flood discharge systems of tailings dams. Simple discharge …

Dropshaft cascades in urban drainage systems

F Granata - Water Science and Technology, 2016 - iwaponline.com
Dropshaft cascades are typical elements of sewer systems in steep urban catchment basins.
The design of a dropshaft cascade, which is generally addressed as an optimization …

Fuzzy inference for two-phase gas-liquid flow type evaluation based on raw 3D ECT measurement data

P Fiderek, J Kucharski, R Wajman - Flow Measurement and Instrumentation, 2017 - Elsevier
Industrial diagnostic and monitoring systems still require new methods offering new
possibilities of non-invasive observation and analysis of the two-phase gas–liquid mixture …

Air entrainment mechanism in the vortex structure: Experimental study

M Mahmoudi-Rad, M Najafzadeh - Journal of Irrigation and …, 2021 - ascelibrary.org
Vortex drop structure is used to convey water through underground conduits in urban
sewers and drainage systems. During the plunge, a large volume of air is entrained into the …

Air entrainment in drop shafts: a novel approach based on machine learning algorithms and hybrid models

F Granata, F Di Nunno - Fluids, 2022 - mdpi.com
Air entrainment phenomena have a strong influence on the hydraulic operation of a
plunging drop shaft. An insufficient air intake from the outside can lead to poor operating …