Researcher
Elena Torfs
- Keywords:water quality, wastewater treatment, drinking water production, Mathematical modelling, process control
- Disciplines:Environmental engineering modelling, Resources engineering, Sustainable development, Environmental technologies, Biological control
Affiliations
- Department of Data analysis and mathematical modelling (Department)
Member
From1 Oct 2019 → Today - Department of Mathematical Modelling, Statistics and Bio-informatics (Department)
Member
From1 Sep 2009 → 25 Sep 2016
Projects
1 - 3 of 3
- Driving the future of water resource recovery facilities through data intelligenceFrom1 Sep 2022 → TodayFunding: HORIZON.2.4 - Digital, Industry and Space
- Development of advanced control strategies in water and resource recovery processesFrom1 Feb 2022 → TodayFunding: BOF - projects
- Tenure track professorship in process based modellingFrom1 Sep 2020 → TodayFunding: BOF - tenure track
Publications
1 - 10 of 35
- A hybrid modelling approach for reverse osmosis processes including fouling(2023)
Authors: Dorien Gaublomme, Ward Quaghebeur, Anse Van Droogenbroeck, Marjolein Vanoppen, Bart De Gusseme, Arne Verliefde, Ingmar Nopens, Elena Torfs
- Model predictive control for water reuse with reverse osmosis using a data-driven fouling model(2023)
Authors: Dorien Gaublomme, Bart De Gusseme, Arne Verliefde, Ingmar Nopens, Elena Torfs
Number of pages: 1 - The transition of WRRF models to digital twin applications(2022)
Authors: Elena Torfs, Niels Nicolai, Saba Daneshgar, John B. Copp, Henri Haimi, David Ikumi, Bruce Johnson, Benedek B. Plosz, Spencer Snowling, Lloyd R. Townley, et al.
Pages: 2840 - 2853 - Dynamic modelling of Reverse Osmosis : added value for operation and control(2022)
Authors: Dorien Gaublomme, Bart De Gusseme, Arne Verliefde, Ingmar Nopens, Elena Torfs
Number of pages: 1 - Design and evaluation of hierarchical control strategies for wastewater treatment plants using Burger-Diehl settler model in BSM1 framework(2022)
Authors: E. S. S. Tejaswini, Soniya Panjwani, Elena Torfs, Ingmar Nopens, Seshagiri Rao Ambati
- Hybrid differential equations : integrating mechanistic and data-driven techniques for modelling of water systems(2022)
Authors: Ward Quaghebeur, Elena Torfs, Ingmar Nopens
- Assessing the effects of non-pharmaceutical interventions on SARS-CoV-2 transmission in Belgium by means of an extended SEIQRD model and public mobility data(2021)
Authors: Tijs Alleman, Jenna Vergeynst, Lander De Visscher, Michiel Rollier, Elena Torfs, Ingmar Nopens
- A generic reverse osmosis model for full-scale operation(2020)
Authors: Dorien Gaublomme, Laurence Strubbe, Marjolein Vanoppen, Elena Torfs, Séverine Mortier, Emile Cornelissen, Bart De Gusseme, Arne Verliefde, Ingmar Nopens
- Coupling mechanistic and data-driven models by means of neural differential equations to incorporate unmodeled dynamics(2020)
Authors: Ward Quaghebeur, David Fernandes del Pozo, Elena Torfs, Bram De Baets, Ingmar Nopens
Number of pages: 1 - The impact of local hydrodynamics on high-rate activated sludge flocculation in laboratory and full-scale reactors(2020)
Authors: Sophie Balemans, Siegfried Vlaeminck, Elena Torfs, Leonie Hartog, Laura Zaharova, Usman Rehman, Ingmar Nopens