Exelon Utilities Data Analytics Journey - OSIsoft PDF Free Download

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PI System uses with-in Exelon nymicroprocessorrelay’sintotheirsubstations to gather better engineeringdata that will allow for more proactivemonitoring and analytics.SubstationSecurityHistorical Playback /Capacity and when personnel enterinto substations via door sensors.This data allows for proactivemonitoring and understanding ofauthorizedandunauthorizedaccess into substations.USERS CONFERENCE 2017Across the Exelon Utilities the PI System isused to aid in Capacity Planning and theHistorical Playback of storm data. Thesefunctions are critical to a utility from the sizingof their system to sizing of their electricalnetwork.@ osisoft#OSIsoftUC Copyright 2017 OSIsoft, LLC2

Background - Business Intelligence Data AnalyticsExelon Utilities is embarking upon a multi-year Business Intelligence Data Analytics (BIDA) program. This program isinclusive of all Exelon Utilities and data “domains” identified to be in scope. Our business leadership for each domainensures that we are pursuing use cases to derive the most business value.High Level BIDA DomainsThe Exelon Utilities Information Technology BIDA team in an effort to support the overall BIDA program and thefirst project domain (Smart Energy Services) developed a reference architecture of capabilities to be used as atemplate for future solutions and best practices. The goals of our technology strategy are: To pursue a technology vendor and hosting approach to deliver the foundational Data Analytics Platform(DAP) that will be leveraged by the overall Business Intelligence Data Analytics program To select a technology vendor that provides a robust and flexible hosting solution for the Data AnalyticsPlatform, and also offers diverse software solutions to address data ingestion, data integration andcomprehensive reporting, visualization and data discovery tools.USERS CONFERENCE 2017@ osisoft#OSIsoftUC Copyright 2017 OSIsoft, LLC3

Overview of Exelon Business Intelligence Data AnalyticsProgramExelon BIDA addresses 60 opportunities to leverage analytics, clustered into 5 functional domains. Theunderlying Data Analytics Platform exchanges data with multiple sources and will provide flexibility for futureusers and vendors.CustomerSmart EnergyServicesGrid (T&D)CustomerExperienceAMIBusinessSupport BusinessSupportGrid (T&D)Data Analytics PlatformGrid Domains30 use cases across: Reliability & Operations Workforce System Planning & AssetManagement Distributed Energy Resources (DER)USERS CONFERENCE 2017Customer Domains18 use cases to benefit: Customer Satisfaction Energy Efficiency Demand-Side Management Cost-to-Serve, Calls per Customer@ osisoftBusiness SupportOpportunities include: Crew Prep & Routing Credit & Collections Inventory Management more#OSIsoftUC Copyright 2017 OSIsoft, LLC4

First Implementation – Smart Energy Services[ComEd and PECO Only]Commercial & Industrial Demand ResponseCommercial & Industrial Energy Efficiency Implement a new Energy Efficiencybehavioral platform for all C&ICustomers Customer-facing tool to view andmanage accounts Utility Administrator tool to assist incustomer account managementCentral GoalsWeb ConvergenceEnergy SavingsLoad ReductionCustomer Insight Implement a new Curtailment/Demand Responseplatform Automated demand response registrationsand load settlement Central location for event management andcommunications for C&I Customers(ComEd only) Residential Energy Efficiency & Demand Response Enhance the Energy Efficiency behavioral platform for Residential Customers Leverage new and enhanced platforms to expand current DataAnalytics and introduce new analytic capabilitiesBusinessSupportBusiness Reporting and Analytics New Data Analytics Platform supports a suite of analytics tools that enable data-driven business decisionsSmart Energy ServicesCustomer ExperienceUSERS CONFERENCE 2017AMIGrid (T&D)@ osisoft#OSIsoftUCBusiness Support Copyright 2017 OSIsoft, LLC55

Smart Energy Services “By the Numbers”6,20072TerabytesReducedAvailableCapacity in Data AnalyticsComplexity &PlatformAll Tiers (DAP)Latencyfor DataPeak IT ProjectTeam Resources7,650Acquisition7Vendor Delivery 13Availability &Accessibility ofData DiscoveryToolsPartnersDistinct Steps in DataModeling, Mappingand Ingestion Processto Populate the DAPScalability &Flexibility ofAlignmenttoArchitectureBudget &CapitalizationBusinessRulesGoals1,600to beanalyzed and/or developedin IT data integrationsUSERS CONFERENCE 2017Data Attributes from28 Production Source BusinessSystemsSupportNew Technologies including Hadoop,Scoop, Impala, OBIEE, Spark, Hive, BigData SQL, Scala, Oracle R, Big DataAppliances, Oracle Data Integrator andOracle Fusion Middleware@ osisoft#OSIsoftUC12 Copyright 2017 OSIsoft, LLC6

Exelon Utilities BIDA Reference ArchitectureThe reference architecture is comprised of both hardware and software solutions (referred to as the DataAnalytics Platform) to enable the business requirements of current and future domains.7USERS CONFERENCE 2017@ osisoft#OSIsoftUC Copyright 2017 OSIsoft, LLC7

Key Benefits of Exelon Utilities Reference Architecture123Data IntegrationLayerData AnalyticsPlatformData ExchangeLayer Enables internal analytics and reporting by Exelon datascientists and provides data exchange for vendor analyticsfor all operating companies. In addition to analytics and reporting, a common internalBIDA architecture enables a standardized integration layerfor internal and external data exchanges, applications andexternal vendor De-couples external vendor and internal data and analyticssolutions, allowing for flexibility in modifying, adding orchanging vendor analytics partners. Our BIDA Architecture Roadmap will consolidate datawarehouse silos embedded in the individual utilities bydelivering a common data repository (i.e. data lake) whichis not in scope for external analytics vendors. Vendor-provided solutions for external analytics are mostlydomain-centric while the internal BIDA architecture willenable cross-domain/cross operating company analysis. Data Lake design is extensible allowing for future datastores and use cases not currently identified in the 5 targetdomains in scope for BIDA.4 Internal Reporting &Analytics5External VendorAnalytics ApplicationsUSERS CONFERENCE 2017@ osisoft#OSIsoftUC Copyright 2017 OSIsoft, LLC8

PI Server Role in the BIDA LandscapeThe PI Server data that is necessary only for specific use cases will be extracted and placed into the Data AnalyticsPlatform. There may be a need to create a time series instance as a part of the DAP to store the use case specific data.USERS CONFERENCE 2017@ osisoft#OSIsoftUC Copyright 2017 OSIsoft, LLC9

BIDA Data Model Reference DiagramGovernance is key to enforcing Data Model Integrity throughout the data model design stack e/DDL)Reporting(Presentation)IEC CIMExelonUtilities CIMApp SpecificData ModelConceptual Data ModelHRLogical Data ModelGeneric Physical DataModel (ANSI SQL)HadoopOther IndustryData ModelFinanceNuclearNoSQLPI AFOracleSQL ServerHiveHDFSHBaseMongoDB Star SchemaSnowflakeSchema . USERS CONFERENCE 2017@ osisoft#OSIsoftUCGOVERNANCE Copyright 2017 OSIsoft, LLC10

QuestionsPlease wait for themicrophone before askingyour questionsPlease remember to Complete the Online Surveyfor this sessionState yourname & companyhttp://bit.ly/uc2017-appUSERS CONFERENCE 2017@ osisoft#OSIsoftUC Copyright 2017 OSIsoft, LLC11

Background - Business Intelligence Data Analytics 3 Exelon Utilities is embarking upon a multi-year Business Intelligence Data Analytics (BIDA) program. This program is . Data SQL, Scala, Oracle R, Big Data Appliances, Oracle Data Integrator and Oracle Fusion Middleware Available Capacity in Data An