Evaluation of the effluent quality parameters of wastewater treatment plant based on uncertainty analysis and post-processing approaches (case study)

N Hejabi, SM Saghebian, MT Aalami… - Water Science and …, 2021 - iwaponline.com
Wastewater treatment plants (WWTPs) are highly complicated and dynamic systems and so
their appropriate operation, control, and accurate simulation are essential. The simulation of …

A comparative study of wavelet and empirical mode decomposition-based GPR models for river discharge relationship modeling at consecutive hydrometric stations

K Roushangar, M Chamani, R Ghasempour… - Water …, 2021 - iwaponline.com
The river stage–discharge relationship has an important impact on modeling, planning, and
management of river basins and water resources. In this study, the capability of the …

The potential of integrated hybrid pre-post-processing techniques for short-to long-term drought forecasting

K Roushangar, R Ghasempour… - Journal of …, 2021 - iwaponline.com
Due to the drought negative impacts, accurate forecasting of drought indices is important.
This study focused on the short-to long-term Standardized Precipitation Index (SPI) …

Suspended sediment load prediction in consecutive stations of river based on ensemble pre-post-processing kernel based approaches

R Ghasempour, K Roushangar, P Sihag - Water Supply, 2021 - iwaponline.com
Sediment transportation and accurate estimation of its rate is a significant issue for river
engineers and researchers. In this study, the capability of kernel based approaches …

The potential of FFNN and MLP-FFA approaches in prediction of Manning coefficient in ripple and dune bedforms

V Abdi, SM Saghebian - Water Supply, 2021 - iwaponline.com
An accurate prediction of roughness coefficient is of substantial importance for river
management. The current study applies two artificial intelligence methods namely; Feed …

Evaluation of effective parameters of Manning roughness coefficients in HDPE culverts via kernel-based approaches

G Nassaji Matin - Journal of Hydroinformatics, 2022 - iwaponline.com
The prediction of Manning coefficients plays a prominent role in the estimation of head
losses along culvert systems. Although the Manning coefficient is treated as a constant …

Uncertainty analysis of flow resistance modeling in sewer pipes with different bed conditions using KELM method

R Ghasempour, K Roushangar, HM Azamathulla… - 2022 - researchsquare.com
An accurate prediction of flow resistance in channels or pipes which is used for carrying rain
water or sewage is an important issue in hydraulic engineering. In this study, the capability …

Data-driven-based determination of influential parameters on local energy loss of slope-tapered culvert

X Cai, F Ye, G Nassaji Matin - Journal of Hydroinformatics, 2021 - iwaponline.com
Local energy loss is among the essential parameters of culvert design, in which uncertainty
and nonlinearity is controversial. In the present study, seven models were developed with …

Investigating the effective parameters in predicting the energy loss of slope-tapered culverts via GPR approach

R Najmi Azad, F Mohammadi… - Iranian Journal of Irrigation …, 2023 - idj.iaid.ir
Local energy loss is one of the basic design parameters of underground aqueducts or
culverts. So far, numerous studies have been performed in this regard, and several formulas …

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Sediment transportation and accurate estimation of its rate is a significant issue for river
engineers and researchers. In this study, the capability of kernel based approaches …