De Martini 2014 CCIF
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Transcript of De Martini 2014 CCIF
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Data Sources & Relationships Evolving
Customer Information
Utility CRM/Smart Meter
CustomerInformation
DER/Device Providers
Utility GridSensors/Analytics
Utility CRM/Smart Meter
Data types and amount increasing as are the number of entities involved in creating and managing customer related data – not just Customer and Utility anymore
DER services firms are generating significantly more granular information on energy use, production and insights into customer behavior – some of which is key to grid operations
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3° of Value of Information
Value derived within energy value chain across use, delivery and production
Value derived from insights on behavior of things such as equipment/appliances
Value derived from insights on behavior of people related to non-energy related services/sales
Derivative information from customer & device behavioral analytics fusing independent information sources has created new revenue opportunities
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Grid Evolution: One-way Road to Grid of ThingsDistribution Utility becomes Integrator & Enabler
Source: IEEE
Grid increasingly becoming a multi-directional network interconnecting millions of intelligent consuming devices and flexible DER and back-up generation
Operating such a system requires greater situational visibility and collaboration with customers and their services providers
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Grid Planning & Operational InformationOne-way flow to dynamic multi-way flows of information
Planning w/DERGross load growth & characteristicsLoad “modifiers”
EE improvements by feederEnergy conservation effects by feederDER/EV/BUG adoption by feederDER/EV/BUG production/operation
Operations w/DERDist. Asset optimization (~15 min)Whsle Market optimization (5 min)Frequency Control (4 sec)Distribution Voltage Control (<4 sec)Distribution Protection (30 msec)
Production and net usage are becoming increasingly unpredictable, making traditional heuristics unreliable - driving need for higher information fidelity
Utility distribution system & operations are critical to manage the emerging complexity & to achieve desired benefits of DER for all customers