1 eia’s electricity forecasting for the u.s. and the south by: marilyn brown, matt cox, alex...

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1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July 11, 2014 This analysis was conduced for Georgia Tech’s “Future of Electric Power in the South” (FEPS) initiative.

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Page 1: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

1

EIA’s Electricity Forecasting for

the U.S. and the South

By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun

Georgia Institute of Technology

July 11, 2014

This analysis was conduced for Georgia Tech’s “Future of Electric Power in the South” (FEPS) initiative.

Page 2: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

2

Progress Since our May 6th FEPS Workshop

• FEPS website created: http://cepl.gatech.edu/drupal/node/75

• Workshop notes were distributed and posted

• A 55-page white paper on “The State of Electric Power in the South” was drafted, reviewed, revised, and posted

• Georgia Tech’s National Energy Modeling System (GT-NEMS 2014) became fully operational in July

• Examined options for modeling “disruptions”

Page 3: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

3

Energy Consumption in the South Will Grow more Rapidly than the US Average

History Projections

2012

Projection for the South

Total Energy Consumption in the South, 2005-2040 (quadrillion Btu)

The average annual growth rate of total energy consumption from 2013-2040 is forecast to be 0.4% for the US, and 0.54% for the South

Page 4: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

4

The South Continues to Lag the Nation in its Reliance on Renewable Electricity

History Projections

2012

Electricity generation by fuel in the South, 2005-2040 (trillion kilowatthours)

Natural Gas

Renewables

Nuclear

Coal

Petroleum liquids and other

Page 5: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

5

Residential Electricity Demand Will Grow more Rapidly than the US Average

History Projections

2012

Projection for the South

Residential Electricity Consumption in the South, 2005-2040 (billion kWh)

The average annual growth rate of residential electricity consumption from 2013-2040 is forecast to be 0.67% for the US, 0.99% for the South

Page 6: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

6

BAU Tech Progress Expected to Have Little Impact on Southern Electricity Load Drivers

• Of US demand for space cooling services, the South is projected to consume 63%.

• Space cooling loads are expected to increase over time, requiring more peak generation.

Page 7: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

7

Technology Advancement has Potential to Accelerate Commercial Sector Efficiency

• South continues to lag US in adoption of more stringent commercial building codes

• Forthcoming cost advantages in categories such as lighting may help reduce commercial sector demand (e.g., SSL)

Page 8: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

8

Despite Rising Energy Consumption, Electricity Prices in the South Remain Low

History Projections

2012

Projection for the South

Average Electricity Prices in the South, 2005-2040 (2012 cents per kilowatthour)

The average annual growth rate of retail electricity prices from 2013-2040 is forecast to be 0.51% for the US, 0.47% for the South

Page 9: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

9

Boilers and CHP Meet Proportionally More Thermal Demand in the South

-1 1 3 5 7 9 11 13 15

2040

2025

2012

Southern heat and power consumption for refin-ing and manufacturing applications in reference

case; 2012, 2025, and 2040 (quadrillion Btu)

Manufacturing - Other Processes

Manufacturing - Boilers and CHP

Liquids Refining

Page 10: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

Industrial CHP is More Important in the South, but Not Commercial CHP

10

2010

2012

2014

2016

2018

2020

2022

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US-All Distributed South-All Distributed

US-Industrial South-Industrial

US-Commercial South-Commercial

Dis

trib

ute

d C

HP

GW

2010

2012

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2016

2018

2020

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US-All Distributed South-All Distributed

US-Industrial South-Industrial

US-Commercial South-Commercial

Dis

trib

ute

d C

HP

BkW

h

Page 11: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

CHP System Prices Decline Over Time11

2012

2014

2016

2018

2020

2022

2024

2026

2028

2030

2032

2034

0

200

400

600

800

1000

1200

1400

1600

1800

1 MW2 MW3.5 MW5.7 MW15 MW25 MW40 MW100 MW

$/k

W

1 MW 2 MW 3.5 MW 5.7 MW 15 MW 25 MW 40 MW 100 MW

% Change, 2010-2035 -60% -69% -13% -11% -12% -13% -5% -5%

Average Annual %

Change -2.4% -2.7% -0.5% -0.4% -0.5% -0.5% -0.2% -0.2%

Prices are flat after 2035

Page 12: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

12

The South Relies More on Biomass and Less on Other Renewable Resources Than the U.S.

MSW/LFG

Biomass

Wind

Solar

Total generation from wind, solar and other renewables in the South (Billion kWh)

0

20

40

60

80

100

120

140

160

180

200

Conventional hy-dropower

Page 13: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

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Biomass and Wind Will Replace Hydro as the Largest Renewable Electricity Sources

Renewable electricity generation in 2012, 2020, 2030 and 2040

Hydropower

Wind

Solar

Biomass and waste

2012 2020 2030 20400

50

100

150

200

250

Solar Will Increase Significantly Post 2030

Page 14: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

Distributed Solar PV in the Commercial Sector Will Experience Declining Cost and Better Efficiency

Year Average Efficiency Equipment Cost ($/W)

Reference

2010 0.15 6.4

2015 0.175 3.8

2020 0.192 2.8

2025 0.197 2.6

2030 0.2 2.5

2035 0.2 2.4

2040 0.2 2.4

SunShot Initiative Goal:1.25$/W in 2020

EIA learning beta 0.2 (13%)Literature Review 22% Initial cost in 1990 ($/W) 29.7

14

Page 15: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

Distributed Solar PV in Residential Sector Will Face Slightly Higher Costs Than in the Commercial Sector

Year Average Efficiency Equipment Cost ($/W)

Reference

2010 0.15 7.1

2015 0.175 4.2

2020 0.192 3.3

2025 0.197 3.0

2030 0.2 3.0

2035 0.2 2.9

2040 0.2 2.9

EIA learning beta 0.2 (13%)Literature Review 22% Initial cost in 1990 ($/W) 30.9

SunShot Initiative Goal:1.5 $/W in 2020

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Page 16: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

Power Sector Solar PV Cost Will Decline, Following a Three-Stage Learning Curve

Technology Learning

Number of doubling Learning Rate

1 0.2

5 0.1

500 0.01

Overnight Capital Cost in 2013 ($1987/W)

2.1

Overnight Capital Cost in 2013 ($2009/W) 3.9

SunShot Initiative Goal: 1 $/W in 2020In 2013, Utility scale PV cost was ~2 $/W

Source: DOE SunShot Initiative http://www.energy.gov/articles/us-utility-scale-solar-60-percent-towards-cost-competition-goal

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Page 17: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

The SERC Region Will Significantly Increase Electricity Generation from Utility Scale Solar PV

Utility Scale Solar PV Generation Distributed Solar PV Generation

The South would account for 12% of the utility PV generation in 2020, 34% in 2040.

The South would account for 20% of the nation’s distributed PV generation in 2020, 29% in 2040.

2010

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2040

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U.S. ERCTFRCC SERCSPP

Ele

ctr

icit

y G

enera

tion f

rom

Uti

lity

-ow

ned

PV

(

Bil

lion k

Wh)

2010

2013

2016

2019

2022

2025

2028

2031

2034

2037

2040

0

5

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U.S. ERCT FRCC SERC SPP

Ele

ctr

icit

y G

enera

tion f

rom

Dis

trib

ute

d P

V

(Bil

lion k

Wh)

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Page 18: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

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Next Steps for FEPS

• Examine EIA’s “side cases”: Extended policies High demand technologies Low electricity demand High nuclear $25/t-CO2 tax

• Begin designing our own scenarios

• Second webinar in August

Page 19: 1 EIA’s Electricity Forecasting for the U.S. and the South By: Marilyn Brown, Matt Cox, Alex Smith, and Xiaojing Sun Georgia Institute of Technology July

For More Information19

Professor Marilyn A. BrownSchool of Public PolicyGeorgia Institute of TechnologyAtlanta, GA [email protected] and Energy Policy Lab: http://www.cepl.gatech.edu

Research Assistants:Alexander Smith (Overview)[email protected] Matt Cox (CHP)[email protected] Xiaojing Sun (Solar PV)[email protected]