ANALYTICS: BRINGING VALUE TO THE UTILITIES IN MITIGATING ENERGY LOSSES José-Manuel LOPEZ Istanbul, May 9, 2014

UTILITIES OPPORTUNITIES AND CHALLENGES Leverage My AMI Investment Improve Power Reliability & Sustain Quality Renewables & Distributed Generation Growth Energy Efficiency and Demand Response

DATA INPUTS AND CLOSED LOOP ANALYTICS AMI & MDM SCADA Weather / Other 3 rd Party Sources GIS Billing & Work Management Reports Intelligence & Performance Dashboards Scenarios & Prediction Smart Grid Analytics Data Warehouse

ITRON ANALYTICS Smart Grid Analytics Revenue Protection Power Quality Transformer Load Mgmt DER Forecasting Load Research Energy Efficiency & DR Dynamic Profiling Financial Analytics AMI Operations Water & Gas Analytics District Metering Revenue Protection Event Analysis Conservation Customer Service Customer Portal Distribution System Monitoring Consulting & Analysis Advanced AMI Business Case Rate and Program Design Measurement and Evaluation Distributed Energy Resources

CURRENT PRODUCTS »Itron Analytics Power Quality Analytics Energy Diversion Detection Transformer Load Management

ANALYTIC BUILDING BLOCKS »Analytic Events combine meter exceptions, measurements, and/or other analytic events into useful objects Single “Meter Removal Event” Begin Saturday 11:40am, duration 1hr 32 minutes Power Down Power Up Removal Power Up Power Down11:40am 1:12pm Time Meter Removal

ANALYTIC BUILDING BLOCKS »Combine analytic events and readings for more insight kWh Voltage Reduced Usage Removal Bypass Installed Bypass Removed Time Meter Bypass Event

ENERGY DIVERSION DETECTION

IN THE U.S, ENERGY THEFT ACCOUNTS FOR $6 BILLION ANNUALLY

ENERGY DIVERSION DETECTION »Tamper reporting »Energy balance »Voltage/energy relationships »Work management/field investigation application interfaces Itron Analytics

TAMPER ANALYSIS »Energy Diversion Detection Priority Service Points Tamper Events Locations Device Alerts Date Range Measurements

TAMPER ANALYSIS »Energy Diversion Detection Monitor suspects or initiate field investigation

SERVICE POINT COMPARISON »Compare energy/voltage between any two service points, or same over time

ENERGY BALANCE »Secondary Energy Balancing Compare transformer measured energy to service points »Primary Energy Balancing Compare upstream energy to downstream service points »Report by magnitude or percent difference Energy Diversion Detection

VOLTAGE/ENERGY PATTERNS »Detect anomalies in voltage/energy relationships Energy Diversion Detection

APPLICATION BENEFITS »Reduce energy delivery costs Conservation Voltage Reduction (CVR) opportunities Energy theft »Increase power reliability and quality for utility customers Transformers at risk, proactively replace Outage scale, duration, and metrics Monitor low voltage conditions to take corrective action »Support growth in distributed resources Actively monitor voltage across your network, forecast energy »Expand and improve effectiveness of energy efficiency programs Identify inefficient users for targeted programs

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