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f.      Supervisory control and data acquisition (SCADA)

            When  incorporated  into  water  management  systems,  supervisory  control  and  data  acquisition
            (SCADA) are computer‐controlled systems that contain a large variety of communication systems,
            allowing to monitor and control water treatment and distribution, as well as wastewater collection
            and treatment. The system allows for supervision through data acquisition and management, and
            has the ability to process and send commands within the system. The communication system may
            involve radio, direct wired connections or telemetry. An example of the structure of SCADA software
            is presented in Figure 10.






























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                     Source: Automation World, 2014.
             Figure 10 – Example of SCADA software, Western Municipal Water District (WMWD), California

            Utilities have been using SCADA systems managing real‐time alarms and efficiently operate plants
            and networks.

            In some case, SCADA systems are going beyond their native functionalities by proposition optional
            modules on modelling or optimization. Even if these functions are described in the next chapter, a
            few examples of higher‐level applications can be listed; such as determining times of peak water
            use, identifying potential system leaks, and setting billing rates, among others.
            Globally speaking SCADA systems have contributed to reduce the operating costs of utilities, and
            have  improved  water  distribution  to  households,  businesses  and  industry.  The  monitoring  and
            control functionalities of SCADA systems can help utilities to protect their infrastructure and prevent
            severe degradation. The implementation of SCADA has been associated to 30% savings on energy
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            used to manage water systems, 20% reduction on water loss and 20% reduction in disruption .
            Usage of SCADA as part of urban systems can also enhance disaster preparedness through storm
            water management, as well as support the remote operation and monitoring of major dams and
            weirs.

            g.      Models, optimization tools and decision support
            Model‐based water management has evolved over the years to improve the quality, quantity and
            operations costs of the global water supply through comprehensive modelling applications. These
            modelling software incorporate, to some extent, processes observed in the real world (e.g. through


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