b'STAGE 4Data AnalyticsProcessingAfter a design is implemented, an extraordinary amountbasis. Laying out and enabling the correct processes will of data is anticipated to be available for the utilityshelp ensure that this information is used to the utilitys consumption. Data can be obtained from a multitudemaximum benefit.of locations depending on which technologies were implemented in Stage 3. Many of these devices houseBenefits and programs that can be put into place, data in different sites, using different systems to accessdepending on the technology implemented, can include:it based on the manufacturer. For devices implementedAsset Management & Health Monitoringin large quantities that deliver frequent data (i.e. an Advanced Metering Infrastructure (AMI) system)Load Forecastinga separate management system may be requiredAdvanced Distribution Management Systemto ensure the information is processed and storedDistributed Energy Resource Management Systemproperly. An integration plan needs to be developed forIntegrated Volt-Var Optimizationthis network of systems to function properly and the framework must be in place to ensure the maximumConservation Voltage Reductionamount of data is captured and secured adequately. Visibility to the CustomerAutonomous Data ManagementBeing able to accurately capture this data is only the first step in this process. Deciding how to interpretSince emerging technology is being implemented onthat data is an entirely different challenge. With datathe system at a high rate, this step is proving to be very continuously being transmitted and captured, it is imperativeoverwhelming for many utilities. However, if this stage is that it is reviewed, analyzed, and acted upon on an ongoingmanaged properly it can prove to be incredibly beneficial.Ulteig.com | We listen. We solve.6'