smart grid analytics: leveraging big data to deliver customer value

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Smart Grid Analytics: Leveraging big data to deliver customer value Smart Energy Forum| 27 November 2014

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Page 1: Smart Grid Analytics: Leveraging big data to deliver customer value

Smart Grid Analytics: Leveraging big data to deliver customer value

Smart Energy Forum| 27 November 2014

Page 2: Smart Grid Analytics: Leveraging big data to deliver customer value

Operational

savings

Home Energy

Management

Systems (HEMS)

Solar Electric

vehicles

Page 3: Smart Grid Analytics: Leveraging big data to deliver customer value
Page 4: Smart Grid Analytics: Leveraging big data to deliver customer value

How would you

grade your utility’s

preparedness to manage the

smart grid/smart meter

data influx?

4

Trouble making sense of the data

17% (2013) Percentage who said completely

prepared:

Q:

A:

Source: Oracle

Page 5: Smart Grid Analytics: Leveraging big data to deliver customer value

Difficulty recruiting customers for programs

CASE IN POINT: Utilityco’s pricing program

I added a small image

To make it clear this

Was a Time of Use Program.

Any way to make this look

Cleaner?

$37M spent to enroll the first 22k customers

77% of UtilityCo customers would

benefit from a CPP rate

1.5% of UtiltyCo’s customers

enrolled in CPP Rate

DISILLUSIOMENT

Page 6: Smart Grid Analytics: Leveraging big data to deliver customer value

Giving up altogether

» $138M SG Investment Grant for

AMI

» Installing additional devices at

>$1200 lifetime cost

» Only 14,000 homes enrolled

after 3 years of recruitment

CASE IN POINT: Utilityco’s device program

Source: NV Energy 2014 Annual Report

Page 7: Smart Grid Analytics: Leveraging big data to deliver customer value

7

Can we dig ourselves out?

Page 8: Smart Grid Analytics: Leveraging big data to deliver customer value

Leveraging Smart Meter big data

Innovative

consumer tools

Demand

response

resource

Robust

customer

intelligence

Page 9: Smart Grid Analytics: Leveraging big data to deliver customer value
Page 10: Smart Grid Analytics: Leveraging big data to deliver customer value

10

Signs of hope

HIGH BILL ALERT RATE ANALYSIS

TOOLS

Page 11: Smart Grid Analytics: Leveraging big data to deliver customer value

Usage disaggregation

Page 12: Smart Grid Analytics: Leveraging big data to deliver customer value

5% improvement in relationship and brand metrics

19% decrease in high bill calls

Usage alerts

Page 13: Smart Grid Analytics: Leveraging big data to deliver customer value

Digital

interaction

Web

analytics

Usage

behavior

Customer

provided

data

Digital

interaction

Web

analytics

Usage

behavior

Customer

provided

data

Customer intelligence

Page 14: Smart Grid Analytics: Leveraging big data to deliver customer value

Adoption: 100% of homes

Savings Opportunity: Broad-based kW/home

Adoption: 5% - 15% of homes

Savings Opportunity: Deep kW/home savings

Direct Load Control:

Expensive and hard to scale

Traditional Direct Load Control

Opower’s Behavioral Demand Response

Snapshot:

Snapshot:

Page 15: Smart Grid Analytics: Leveraging big data to deliver customer value

80% highly satisfied with BGE’s program

5% average peak savings

15% peak savings for engaged savers

Page 16: Smart Grid Analytics: Leveraging big data to deliver customer value

Deployed to >1M households

Behavioral Demand Response No Incentives

Behavior Demand Response With Incentives

Page 17: Smart Grid Analytics: Leveraging big data to deliver customer value

17

Results: Performance across 10 events

Page 18: Smart Grid Analytics: Leveraging big data to deliver customer value

18

Results: Transformative smart grid economics