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Ingmar Nopens

Ghent University

SCHOLARLY PAPERS

6

DOWNLOADS

418

TOTAL CITATIONS

0

Scholarly Papers (6)

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1.

A Hybrid Modelling Approach for Reverse Osmosis Processes Including Fouling

Number of pages: 43 Posted: 28 Jan 2023
Dorien Gaublomme, Ward Quaghebeur, Anse Van Droogenbroeck, Marjolein Vanoppen, Bart De Gusseme, Arne Verliefde, Ingmar Nopens and Elena Torfs
Ghent University, Ghent University, Ghent University, Ghent University, Ghent University, Ghent University, Ghent University and Ghent University
Downloads 98 (709,832)

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Water treatment, recurrent neural networks, ARIMAX, solution-diffusion model, full-scale

2.

Non-Linear Model Predictive Control of Reverse Osmosis Using an Lstm Neural Network for Fouling Prediction

Number of pages: 32 Posted: 15 Jun 2023
Dorien Gaublomme, Bart De Gusseme, Marjolein Vanoppen, Arne Verliefde, Ingmar Nopens and Elena Torfs
Ghent University, Ghent University, Ghent University, Ghent University, Ghent University and Ghent University
Downloads 93 (725,554)

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model-based control, hybrid modelling, Desalination, recurrent neural networks, full-scale RO

3.

Prediction of Activated Sludge Settling Characteristics from Microscopy Images with Deep Convolutional Neural Networks and Transfer Learning

Number of pages: 38 Posted: 23 Apr 2024
Sina Borzooei, Leonardo F. S. Scabini, Gisele Miranda, Saba Daneshgar, Lukas Deblieck, Piet De Langhe, Odemir Bruno, Bernard De Baets, Ingmar Nopens and Elena Torfs
IVL Swedish Environmental Research Institute, affiliation not provided to SSRN, Royal Institute of Technology (KTH), Ghent University, affiliation not provided to SSRN, affiliation not provided to SSRN, University of São Paulo (USP), Ghent University, Ghent University and Ghent University
Downloads 81 (803,225)

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Wastewater treatment plant, Filamentous bulking, Convolutional neural networks, Transfer learning, Microscopy images

4.

Modeling of Hydrogen and Organic Acid Production Using Different Concentrations of Sugarcane Vinasse Under Thermophilic Conditions and a Link with Microbial Community 16s Rrna Gene Sequencing Data

Number of pages: 51 Posted: 22 Feb 2022
Pamela Talita Couto, Felipe Eng, Patricia Bovio-Winkler, Willame Araújo Cavalcante, Claudia Etchebehere, Laura Fuentes, Ingmar Nopens, Marcelo Zaiat and Rogers Ribeiro
affiliation not provided to SSRN, University of São Paulo (USP), affiliation not provided to SSRN, affiliation not provided to SSRN, Institute for Biological Research Clemente Stable, affiliation not provided to SSRN, Ghent University, University of São Paulo (USP) - Biological Processes Laboratory and University of São Paulo (USP)
Downloads 58 (980,173)

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Wastewater processing, biohydrogen, acidogenic reactor, ADM1, q-PCR, biomolecular analysis

5.

Uncovering Unknown Dynamics in Water Resource Recovery Facilities with Neural Differential Equations and Shapley Value Analysis

Number of pages: 34 Posted: 15 Jun 2024
Ward Quaghebeur, Elena Torfs, Ingmar Nopens and Bernard De Baets
Ghent University, Ghent University, Ghent University and Ghent University
Downloads 54 (1,052,702)

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Shapley values, Mechanistic modelling, Missing dynamics, Data-driven modelling, Hybrid modelling}

6.

Maximizing the Energy Efficiency of Induced Draft and Hybrid Draft Cooling Towers

Number of pages: 38 Posted: 16 Dec 2024
Chamanthi Denisha Jayaweera, Ivaylo P. Hitsov, Joachim Wauman, Nicolaas Van Belzen, Niels Groot, Ralf Bosch, Arne Verliefde and Ingmar Nopens
Ghent University, Ghent University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Ghent University and Ghent University
Downloads 34 (1,263,436)

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energy efficiency, cooling towers, cooling needs, modeling, optimization