DRIVING THE FUTURE OF WATER RESOURCE RECOVERY FACILITIES THROUGH DATA INTELLIGENCE

Projektinformationen

DARROW

ID Finanzhilfevereinbarung: 101070080

DOI

10.3030/101070080

Projekt abgeschlossen

EK-Unterschriftsdatum 14 Juni 2022

Startdatum 1 September 2022

Enddatum 31 August 2026

Finanziert unter

• Digital, Industry and Space

Gesamtkosten

€ 3 531 446,25

EU-Beitrag

€ 3 248 696,25

Koordiniert durch

ASOCIACION CENTRO TECNOLOGICO CEIT
Spain

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Documents, reports (9)

Specifications for Open-Source AI/ML packages
Definition of mechanistic models and simulation platforms

Set-up of the models that will developed in WP3, WP4 and WP5. Moreover, a simulation platform will be specified to run and test all these models.

Specifications of APIs and GUIs
Dissemination, Exploitation & Communication Master Plan
Definition of training needs and programs

Definition of a Massive Online Open Course (MOOC) for non-expert users of AI & data systems

Dissemination, Exploitation & Communication Master Plan - update

Update of D8.1

Description of the quasi steady-state simulators
Functional specifications including risk assessment

Specific analysis and requirements definition will be done to ensure feasible integration of the AI technology into a high-risk system

Requirements for a human-centred approach

Analysis of needs of the operators, requirements, specifications, any kind of consideration to develop optimally the AI & Data solutions to ensure an appropriate use/perception of the operators, and inclussion of the issues of “Trustworthy and ethical AI” and “Explainable AI” for the optimal interaction with operators

Veröffentlichungen

Peer reviewed articles (3)

The Good, the Bot, and the User: Hybrid Automation to Harmonize Performance and Human Factors at the Intersection of Adaptive and Adaptable Systems

Autoren: Jonas De Bruyne, Durk Talsma, Lieven De Marez, Klaas Bombeke
Veröffentlicht in: International Journal of Human–Computer Interaction, 2026, ISSN 1044-7318
Herausgeber: Informa UK Limited
DOI: 10.1080/10447318.2026.2634984

Constraint-aware reinforcement learning for energy-efficient and regulation-compliant wastewater treatment

Autoren: Omid Sobhani, Thomas Huybrechts, Hamid Toliati, Cristian Camilo Gomez Cortes, Kevin Mets, Siegfried Mercelis
Veröffentlicht in: Expert Systems with Applications, Ausgabe 325, 2026, ISSN 0957-4174
Herausgeber: Elsevier BV
DOI: 10.1016/J.ESWA.2026.132705

A review of optimization systems and methods for wastewater treatment plants operation

Autoren: Cristina Rodríguez-García, César Arenas-Prado, Saioa Arrizabalaga, Beñat Elduayen-Echave, Luis V. Varcárcel, Ricardo Rodríguez-Jorge, Itxaro Errandonea
Veröffentlicht in: Environmental Modelling & Software, Ausgabe 204, 2026, ISSN 1364-8152
Herausgeber: Elsevier BV
DOI: 10.1016/J.ENVSOFT.2026.107051

Conference proceedings (3)

Implementing Liquid Neural Networks for Enhanced Plant-Wide Control of a Wastewater Treatment Plant

Autoren: Cristian Camilo Gomez Cortes, Kimberly Solon, Ingmar Nopens, Elena Torfs
Veröffentlicht in: 15th International Conference on Hydroinformatics, 2024
Herausgeber: The International Association for Hydro-Environment Engineering and Research (IAHR)
DOI: 10.3850/IAHR-HIC2483430201-274

Model Predictive Reinforcement Learning Control based on Liquid Neural Networks for Global Plant-wide Control of a WRRF

Autoren: Cristian C. Gómez Cortés, Kimberly Solon, Pedram Ramin, Xavier Flores-Alsina, Jakob K. Huusom, Murat Külahci, Elena Torfs
Veröffentlicht in: 14th IWA International Conference on Instrumentation, Control and Automation (ICA 2025), 2025

Data-driven solutions transforming the wastewater sector: towards efficient and sustainable utilities

Autoren: Janelcy Alferes, Frie Van Bauwel, Maarten Van Loo, Piet Seuntjens
Veröffentlicht in: 2026
Herausgeber: Published in confidential format

Thesis and dissertations (1)

Autonomous and sustainable water systems management: integrating automated (re)calibration with transfer learning, temporal-aware reinforcement learning control, and explainable AI

Autoren: Cristian Camilo Gómez Cortés
Veröffentlicht in: 2026, ISBN 9789463579759
Herausgeber: UGent