Tools and Technologies

This catalogue is a dataset of data models, AI technologies, simulation tools, intelligent systems, and digital twins for inland water management. The catalogue includes hydrological models for predicting flow and quality, social models for water usage, and hydraulic models for urban distribution. AI technologies, such as machine learning algorithms for processing hydrological data and analysing satellite images, are identified. Simulation tools are catalogued based on their ability to predict event outcomes. Intelligent systems integrating cyber-physical architectures, sensors, actuators, and software are analysed for their roles in monitoring, event detection, risk assessment, and decision support. Digital twins, which combine real data with models and simulations to create virtual system replicas, are also included.

ID â–² Name Technology Type Data used as input Produced datasets (openly available) Demo (video if available) Paper (if available) Paper DOI (if available) Project ID (if available) Project Acronym (if available) Service description
technologies-751 Inflow Prognoses for Wastewater Treatment Plant Machine learning Prediction Wastewater data Not specified Not specified Inflow prognoses to a large wastewater treatment plant (WWTP) in Copenhagen forecasted by machine learning (ML) 10.5281/zenodo.7570043 820954 DWC Improved prediction of inflow to wastewater treatment plants.
technologies-752 Early Warning System for Water Reuse Digital solutions Early warning Water quality data, weather data Not specified Not specified Digital solutions and early warning systems for decision support and risk management in water reuse for irrigation 10.5281/zenodo.7561577 820954 DWC Early warning system for water reuse applications.
technologies-753 Cyber-Physical All-hazard Risk Management for WWTP Cyber-physical systems Risk management WWTP data Not specified Not specified A Cyber-Physical All-hazard Risk Management Approach: The Case Of The WWTP Of Copenhagen 10.5281/zenodo.7534940 820954 DWC Improved risk management for wastewater treatment plants.
technologies-754 Smart Sensors for Bathing Water Monitoring Smart sensors Monitoring Water quality data Not specified Not specified SMART SENSORS FOR SAFER SUMMER SWIMMING No DOI available 820954 DWC Improved monitoring of bathing water quality.
technologies-755 Network of Low-cost Temperature Sensors for CSO Monitoring Low-cost sensors Monitoring Temperature data Not specified Not specified A network of low-cost temperature sensors for real-time monitoring of combined sewer overflow No DOI available 820954 DWC Real-time monitoring of combined sewer overflows using a network of low-cost temperature sensors.
technologies-756 Digital Twin for Water Management Digital twin Simulation Water system data Not specified Not specified FROM THE DIGITAL TO THE REAL: DIGITAL TWINS No DOI available 820954 DWC Digital twin for improved simulation and management of water systems.
technologies-757 Semantic Interoperable Middleware Middleware Data integration Various data sources Not specified Not specified D4.6: Semantic Interoperable Middleware - Interim Version 10.5281/zenodo.4320598 820954 DWC Improved data integration and interoperability among different water management systems.
technologies-758 Poseidon—Decision Support Tool for Water Reuse Decision Support System Software Wastewater quality, treatment technologies, water quality standards, costs Yes No Poseidon—Decision Support Tool for Water Reuse 10.3390/w11010153 688320 MADFORWATER Supports pre-feasibility studies for water reuse projects, estimating removal performances and lifecycle costs.
technologies-759 Decision Support Tool for Water Reclamation Decision Support System Software Wastewater characteristics, treatment technologies, costs, policy and institutional factors, social and environmental factors No No Decision Support Tool for Water Reclamation Beyond Technical Considerations—Egyptian, Moroccan, and Tunisian Case Studies 10.1002/ieam.4303 688320 MADFORWATER Supports decision-making for water reclamation and reuse projects considering technical, economic, social, and environmental factors.
technologies-760 SIM (Safe Irrigation Management) model Predictive model Software Water quality, soil characteristics, crop yield, irrigation techniques No No Development and Application of a Predictive Model for Treated Wastewater Irrigation Management in a Semiarid Area 10.1002/ieam.4307 688320 MADFORWATER Predicts optimal irrigation scheduling for treated wastewater reuse, considering water quality, soil conditions, and crop yields.