Your browser does not support JavaScript or JavaScript is not enabled. Without JavaScript some functions of this webapplication may be disabled or cause error messages. To enable JavaScript, please consult the manual of your browser or contact your system administrator.

Project

Deep reinforcement learning as a control strategy for wastewater treatment plants

Information

Project Team

Organisations

Outputs and Outcomes

Publications

Uncovering unknown dynamics in water resource recovery facilities with neural differential equations and Shapley value analysis

Ward QuaghebeurElena TorfsMostafa KhalilIngmar NopensBernard De Baets

A1 Journal Article in JOURNAL OF WATER PROCESS ENGINEERING

2025

A hybrid modelling approach for reverse osmosis processes including fouling

Dorien GaublommeWard QuaghebeurAnse Van DroogenbroeckMarjolein VanoppenBart De GussemeArne VerliefdeIngmar NopensElena Torfs

A1 Journal Article in DESALINATION

2023

Hybrid differential equations : integrating mechanistic and data-driven techniques for modelling of water systems

Ward QuaghebeurElena TorfsBernard De BaetsIngmar Nopens

A1 Journal Article in WATER RESEARCH

2022