Upload
ngonga
View
228
Download
0
Embed Size (px)
Citation preview
The Value of Enterprise Meter DataManagement
Matt OwensDirector, Product ManagementItron Enterprise Edition
Agenda
• State of the Market And A Case Study• What Is Enterprise Meter Data Management?• The Value of Enterprise MDM
– General MDM benefits and benefits for AMR– Benefits for AMI– Extending the value with AMI
State of the Market• Smart Grid is all the rage!• Many utilities are applying for stimulus funds• 34 states have or are adopting renewable portfolio
standards or goals*• 13 states approved or pending approval for Revenue
decoupling for electric utilities**• Peak demand continues to grow at many utilities• Droughts and limited supply in some regions leading
water utilities to aggressively pursue conservation andAMI
*Pew Center on Global Climate Change**Edison Foundation.net
Circuit City vs Best BuyCircuit City Best Buy
Business Model Stuck in transactional economymode – volume and price focused
Deliver value to customers beyondaggressive pricing
CustomerMarketing
Discounting is key strategy Significant investment in and focus onleveraging customer analytics to segmentcustomers and offer customized shoppingexperiences for key customer groups
CustomerServices
Limited to in-store returns Acquired the Geek Squad – post salessupport to customers in-store and at home
Websites/SocialMedia Presence
Stuck in Web 1.0 Mode – Sellingsite only – brochure of products
Customer centered strategies – experimentwith a variety of programs
Investment inEmployees
Focus on cost cutting resulted inless experienced frontlineworkforce
Focused on training and customerretention strategies. Ex.Blueshirtnation.com
Which strategy is your utility pursuing?
What Is Enterprise Meter DataManagement?
Collection Validation Estimation Aggregation Distribution
Essential MDM CapabilitiesJob #1: Meter to Billing Determinant Processing
MeterReadings
• Interval
• CumulativeRegister
Multi-vendorcollection
Events &Alarms
Weather DataIndex Prices
MeterReadings
• Interval
• CumulativeRegister
MeterReadings
• Interval
MeterReadings
• Interval
LoadAggregation
Load Netting
Meter Readings
• Interval
• Cumulative Register
BillingDeterminantCalculations
Derived Load
Calculated Determinants
Events & Alarms
Weather DataIndex PricesKey Challenges:
� Highly scalable and flexible solution for import,validation, estimation, and calculations
� Support billing determinant calculations fordemand response rates
Essential MDM Capabilities• Persistent data storage: scalable and fully versioned• Support for multi-vendor data collection and interaction• Two-way controls: Service based brokering of two-way AMI
commands (ex. on-demand read, remote/connect disconnect)between utility enterprise systems and AMI systems
• Real-time collection and delivery of meter events• Service oriented architecture: Robust web services and
architecture to support integration with multiple utility systems• High volume exception handling: Reports, dashboards, and
tools to assist AMI operators with identifying and resolvingexceptions in “macro” or group level
• Support the meter provisioning process
Other ConsiderationsMDM is NOT a substitute for:
– Outage management system– Demand Response Management System– Enterprise Asset Management system that manages meter
assets– Work Management system– GIS system
General Enterprise MDM Benefits andBenefits for AMR
The typical utility IT infrastructure . . .In
dust
rial:
Hou
rlyC
&I:
Dai
lyM
ass
Mar
ket:
Dai
lyM
ass
Mar
ket:
Mon
thly
MV- 90
-Xi COMMTCP/IP
C&I FN
FN
MeterReading
2 way Interval
Hourly
Daily
Handheld
RTUsRTUs PI Historian
SCADA
LDW 3
LDW
LDW 2
CIS
SettlementCentral Market
RetailRetailOffice
Forecasting
RatesLoad Research
Customer Care
Assets
WMS
Circuit Analysis
LDW 4
ComplexBilling
Routes
GIS
MDM Enables Systems Consolidation
•Reduce the number of systeminterfaces
•Eliminate duplicate data
•Improve data quality and reliability
•Simplify access to data
•Lower IT and operational costs
MDM Improves Data Quality andReliability•Standard validation and estimation rulesapplied to interval and register data
•All data fully versioned
•Tracks contract changes and meterchange-outs
•Service point model allows users toeasily access data over meter change-outs
•Consistent aggregation, handling of timezones, DST, and other calculationsapplied regardless of data source
•Data distributed via scheduled exports instandard formats or via on-demand webservice call
Example Estimation Routines
•Linear Interpolation
•Historical Estimation
•Load Profile Estimation
•Check Meter Estimation
•2-week Like Day Historical
•Multi-week Average
MDM Benefits for AMR
• Reduce truck rolls for move-in / move-out requests bycapturing out of route reads with mobile AMR
• Enables transition from mobile AMR to Fixed NetworkAMR without adding new systems
• Enables utility to pilot new time based rates and othercustomer self service programs
Essential MDM Benefits for AMI
Example: SCE’s Smart Connect Benefits AndCosts
Nominal $$ Benefits (Millions)
222
636
1,127
1,024
3,009
58
92
96
422
3,909
4,577
T&D Deferred Capital
Energy Conservation Effect
Demand Response Direct Load Control
Demand Response Rates
Demand Response & Energy Conservation Benefits
Other Benefits
Transmission and Distribution
Call Center Benefits
Billing Benefits
Meter Reading Services
Operational Benefits
Nominal $ Benefits PVRR Benefits & Costs
Positive business caserequires significantdemand response benefits
Value of Enterprise MDM for AMI
• A required solution element to process and manage thelarge data volumes
• Exception reporting during AMI system deployment• Enables utility to offer time based and demand response
rate programs• Enables faster and better outage management• Empower customer service representatives with tools to
more effectively serve customers• Reduce truck rolls by executing and brokering two way
AMI communications
MDM: Exception Reporting During AMI Roll-out
• Identify meters not reporting• Monitor # of active vs. inactive meters against plan• Estimate missing meter reads• Re-request meter readings from AMI systems
Aggregated by day on demand
Aggregated by billing period on cycleTo CIS for billing
MDM: Enables DemandResponse Rates
From the meter
Available to Customer CarePortals via web services
MDM Enables Demand Response Rates
EnterpriseService Bus
Cycle BillingProcess
CSR
BillingAnalyst
Itron Enterprise Edition
DeterminantCalculation
1.Import and validateand queue requests
2.Run each requestthrough thecalculation process
3.Export results andnotify the requestingsystem.
Batch Request(LegacyFormat)
BatchRequest (IEEXML)
BillingRequest WebService
OR
Inbound Requests
Example: On-Cycle Billing Requests
Volume: 100K+ invoices per request Frequency: Once per day
Responses
ResponsesReadyNotification
Response(LegacyFormat)
All determinant calculationsare performed on the fly,with the best availablereadings data.
MDM Supports Basic Demand ResponseReporting
IEE MDMBilling with DREvent Results
DR Event Tracking
IEE Customer CareOnline Presentment
Basic DR Program andEvent Statistical Reporting
AMI & MDM: Better & Faster OutageManagementMDM and outage detection and restoration• Store outage and restore events• Deliver and transform in real-time outage and restore event data
to the outage management system and other utility systems– Throttle outage events by time and volume– Package outage events by transformer or other entities– Throttling, packaging, and delivery must be done asynchronously
• Support on demand reads and meter pings to assist inrestoration verification
• Provide outage and restore reporting to assist in feederreliability and power quality analysis (ex. momentaries)
Empower Customer ServiceRepresentativesView Customer’s usage profile
An On-Demand Meter Read was Submitted11:45:07 AM
Most Recent read was123,600 kWh
September 10, 2007 11:47:19 AM
Read results may take several minutes.Refresh this screen periodically
EventsEnergy Analysis Cost Analysis Peak Time RebateAccount
Help Logout
© 2007 Itron Inc. All rights reserved. Version 1.00.0000
Account :: Energy Analysis :: Cost Analysis :: Peak Time Rebate :: Events
Meter Read
123456789Meter No:
Electric Gas
Disconnect
Reconnect
Connect/Disonnect
Device ID: 12345678External System: OpenWayRequest Type: ConnectSubmit Date Time: 10/12/2007 14:29:01Response Date Time: 10/12/2007 14:29:28Result: Connected-------------------------------------------------------Device ID: 12345678External System: OpenWayRequest Type: Assisted ReconnectSubmit Date Time: 10/12/2007 14:31:04Response Date Time: 10/12/2007 14:32:13Result: Disconnected
Status
Are you sure you want to Disconnect?
Meter # 12345Customer: John DoeAddress: 1234 Springfield DriveAssisted Reconnect
Are you sure you want to Reconnect withon-premise assistance?
Meter # 12345Customer: John DoeAddress: 1234 Springfield Drive
To execute an assisted disconnect,make sure as assistant at the engagesthe AMI button on the meter. Try again afew minutes after this task is complete.
Yes, DisconnectNo, Go Back
Yes, ConnectNo, Go Back
OK
Execute or schedule remote connect/disconnect
View customer meter events
Perform on-demand read/meter ping
Resolve high bill complaints
Communication15“DisconnectMeter 123”
24
MDM: Reduce Truck Rolls• MDM Brokers two-way AMI control commands to
reduce truck rolls– On demand read, meter ping, contingency read, remote
connect/disconnect
IEE MDMCIS
AMI Head End 1
AMI Head End 2
Communication15“DisconnectMeter 123”
123
456
789
ABC
EFG
HIJ
IEE MDMID 15: Disc123Pending
Communication16“DisconnectMeter XJ8”
Communication 16“Sorry, I don’tknow that meter”
Communication 15“Meter 123Disconnected”
Communication 15“Meter 123Disconnected”
SubmittedComplete
Extending the Value of MDM and AMI
Extending the value of MDM and AMI
Custom and/or commercially off the shelf solutions canleverage and extend the value of MDM and AMI– Active Smart Grid Analytics– Customer focused solutions– Utility operational solutions
• Demand response analytics for the utility• Revenue, theft, and leak detection• Transformer and feeder load management
Extending the Value of MDM and AMI withActive Smart Grid AnalyticsTM
• Active – near-real time loading, analysis and action ofdata
• Smart Grid – data from all functions and aspects of theutility’s infrastructure
• Analytics – reporting, analysis and application of resultsfor accurate decision-making
Active Smart Grid Analytics will deliverthe data intelligence value of the Smart
Grid
Active Smart Grid Analytics is the confluence ofbusiness needs and business improvement
opportunities in one platform for the Smart Grid world
ASA Architecture
Help Customers Be Efficient Using ASALeverage smart meter consumption data and analytics to
offer targeted and proactive energy efficiency programs.By segment:– Which customers have the highest energy intensity (usage/sqft-
person) and peak demand– Which customers’ usage are most sensitive to weather– Which customers have the highest load factor– Which customers are the best targets for solar – help utility
manage load growth– Improved M&V to optimize EE programs – correlate rebate data
with customer usage before/after EE measure– Correlate above data with demographic data (ex. Previous EE
program participation, payment history, customer calls, etc)
Help Customers Manage Costs & TakeControlOfferings that leverage meter data
– Rate comparison and what if cost analysis – web based andpushed
– Demand response event participation cost savings – web basedand pushed
– Tiered usage and price alerts/notifications– Weekly/monthly usage, demand and cost reports – web based
and pushed• Estimated daily costs and segmented by end use• Recommended actions
– Usage and cost comparisons with neighbors – web based andpushed
– Emissions calculators – web based and pushed– Outage and restoration event notification via cell phone/text
MDM and Customer Energy ManagementSolutions
•Make usage dataavailable via web services
•Web based cost andenergy usage portlets andanalytics
•Price / usage tier alertsvia web cell phone, textmessage
•Outage restoration viacell phone, text message
•Actual emissionscalculators
•Benchmarking againstneighbors
Demand Response Analysis for the Utility
Demand Response Management System – DR Analytics1. Event Performance – What is the average reduction during the event?2. Program Performance – How successful is the program over the year or season?3. Forecasting – How much load drop is expected for future event days based upon historical performance?4. Event Optimization – What is the optimum event strategy for realizing the required reduction?
Enterprise Data Warehouse can help answer additional questions:1. Participant Behavior – How many customers override their T-stat setback or duty cycling? When did they override?
Are there free riders?2. Customer Segmentation – Correlate customer DR response with energy efficiency programs adoption. Correlate
with payment history and other customer demographics3. Distribution Analysis - Analyze load reductions by geographic areas and correlate to area supply and load growth
IEE MDM
Active Smart GridData Warehouse
Demand ResponseMgmt &
Control System
Event DataUsage DataBaseline Data
Event DataDevice Data
DREvents
Revenue Assurance, Theft and LeakDetection• Identify and report administrative losses – zero usage on
active account, usage on inactive accounts• Correlate usage patterns with tamper flags and other
field events• Develop baseline usage model to compare customer’s
actual usage to expected usage• Identify leaks and abnormal usage by using interval data
validation rules• ASA - Aggregate customer usage up to the transformer
level and compare to actual metered transformer usage
ASA and Transformer Load Management
•Aggregate customerusage to generate hourlyprofiles for eachtransformer
•For each transformercalculate and report onpeak load and overloadlevels, # of overloadevents and hours
•Use results to establishpro-active replacementprogram and identifylosses/theft
•Accurate connectivitymodel is required
Foundation For Pre-Paid MeteringOffering• Pre-paid metering can be a useful offering to help utilities
reduce collections costs and write-offs• Can be positioned as an incentive – discounted rate• AMI and MDM technology help enable more cost
effective pre-pay solutions• Customer balance application must be developed to
work in concert with MDM, AMI and CIS systems• MDM provides the customer’s daily usage balance and
can execute remote connect/disconnect commands