14
www.esource.com Building Energy Performance Analytics Turn Data into Dollars Jay Stein Executive Vice President, E Source AESP Brown Bag Seminar Thursday, April 12, 2012

Building Energy Performance Analytics: Turn Data into Dollars

Embed Size (px)

Citation preview

www.esource.com

Building Energy Performance AnalyticsTurn Data into Dollars

Jay SteinExecutive Vice President, E Source

AESP Brown Bag Seminar

Thursday, April 12, 2012

www.esource.com || © 2012 E Source2

What Do They Have in Common?

Source: US Fish and Wildlife ServiceCourtesy: Association for Energy Affordability

Energy auditor Spotted owl

www.esource.com || © 2012 E Source3

This Is the Dawning of the Age of Analytics

Source: Google

www.esource.com || © 2012 E Source4

Turn Data into Dollars

Source: Xcel Energy Source: 123RF.com

www.esource.com || © 2012 E Source5

Microsoft Checks It Out

Courtesy: Microsoft

www.esource.com || © 2012 E Source6

How It Works

Dashboard

Recom-mendations

Economic analysis

Ranking

Analytical engine

Utility bills

Weather station

Digital controls

End-use meters

www.esource.com || © 2012 E Source7

Four Types of Analyses

Com

plex

ity o

f ana

lysi

s

Complexity of inputs

Automated audit

Human analysis of multiple info

streams

Automated comparison to

rules and indices

Automated comparison to

statistical models

www.esource.com || © 2012 E Source8

Example: Automated Audit

Recom-mendations

Bench-marking

End-use energy

Data visualization

15-minute utility data

Address

Analytical engine

www.esource.com || © 2012 E Source9

Benchmarking Against Simulated Peer

Courtesy: Retroficiency

www.esource.com || © 2012 E Source10

Who’s Leaving the Lights On?

Courtesy: Retroficiency

www.esource.com || © 2012 E Source11

Example: Human Analysis

Dashboard

Reporting & alarms

Real-time graphing

Comparison to baseline

Continuous utility data

Continuous BMS data

Analytical engine

www.esource.com || © 2012 E Source12

Feedback Yields Results

Courtesy: Pulse Energy

www.esource.com || © 2012 E Source13

Caution

Lack of independent cost and savings info

Too many offerings Different strokes for different

folks Savings depend on

motivation and skill Savings depend on building

characteristics

Source: CKSinfo.com

www.esource.com || © 2012 E Source14

Jay Stein

Executive Vice President, E Source

303-345-9131

[email protected]

For More Information

Have a question? Ask our experts: www.esource.com/question