W.I.S.E. – Wastewater Integrated System Enhancement
The real-time decision support system, based on machine learning algorithms, for the forecast and mitigation of flooding in urban areas.
STRENGTHS
Clear outputs
Integration
Ad hoc design
ALERT SYSTEM AND DECISIONAL SUPPORT
OPTIMAL INTERVENTION STRATEGIES
The analysis of specific indicators enables the algorithms to identify the optimal sequence of manoeuvres to be carried out in real time, indicating them to the operator.
ALERT SYSTEM
The system sends alert messages on expected heavy precipitation and provides information on exceeding the critical thresholds identified during the implementation phase.
DISPLAY DASHBOARD
The digital dashboard displays all the real-time, historical and forecast monitoring data in graphic and numerical form, together with the status of the control units.
DATA INTEGRATION
The system collects, integrates and stores data of various kinds (meteorological, topographical, network, etc.) processing them in real time to provide information that can be used in the Operator’s activity
PLUVIOMETRIC DATA
A probabilistic multi-model ensemble is used to process the forecast data, which provides the best expected estimate of the meteorological variables, in relation to the different model performances.
METEOROLOGICAL MODELING
A probabilistic multi-model ensemble is used to process the forecast data, which provides the best expected estimate of the meteorological variables, in relation to the different model performances.
BASIN AND NETWORK DATA
W.I.S.E. provides for the integration of data measured by sensors positioned in strategic points for monitoring and network modelling using artificial intelligence algorithms.
360 ° SUPPORT
AD HOC SYSTEM IMPLEMENTATION
The complexity of WISE does not allow its standard application in different contexts; the ad hoc implementation on specific territories and infrastructures therefore supports their effectiveness and positive impact.
DOCUMENT SUPPORT
All data and outputs are stored in a dedicated database: this allows for a historical data log to be used for administrative or legal needs.
DESIGN SUPPORT
The system is designed to carry out off-line simulations that allow the operator to increase the knowledge of its systems and obtain useful information in the network design phases.
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