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NREL is a national laboratory of the U.S. Department of Energy Office of Energy Efficiency and Renewable Energy operated by the Alliance for Sustainable Energy, LLC Kevin Harrison, Chris Ainscough, Todd Ramsden, Genevieve Saur National Renewable Energy Laboratory May 10, 2011 Hour-by-Hour Cost Modeling of Optimized Central Wind-Based Water Electrolysis Production This presentation does not contain any proprietary, confidential, or otherwise restricted information Project ID # PD085

Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

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Page 1: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

NREL is a national laboratory of the U.S. Department of Energy Office of Energy Efficiency and Renewable Energy operated by the Alliance for Sustainable Energy, LLC

Kevin Harrison, Chris Ainscough, Todd Ramsden, Genevieve Saur

National Renewable Energy Laboratory

May 10, 2011

Hour-by-Hour Cost Modeling of Optimized Central Wind-Based Water Electrolysis Production

This presentation does not contain any proprietary, confidential, or otherwise restricted information

Project ID # PD085

Page 2: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Overview

Project start date: Sept 2003Project end date: Oct 2011*

G. CostH. System efficiencyJ. Renewable integration

• Total Project:

$ 200k (FY09)

$ 300k (FY10)

$ 450k (FY11)

• Analysis Share**:

$ 100k (FY11)

Timeline

Budget

MYPP Barriers Addressed

• Xcel Energy• Giner Electrochemical Systems• Avalence• Proton Energy Systems• Univ. of North Dakota/EERC• DOE Wind/Hydro Program

Partners

*Project continuation and direction determined annually by DOE** Analytical portion of “Renewable Electrolysis Integrated System Development and Testing” (PD031)

Page 3: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Collaborations with Industry

Information, technical support, and equipment for overall project from:• Xcel Energy• Giner Electrochemical Systems• Avalence• Proton Energy Systems• Univ. of North Dakota/EERC• DOE Wind/Hydro Program

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Page 4: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

AnalysisPart of Renewable Electrolysis

Task # PD031

Wind to Hydrogen

4

Page 5: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Relevance

Cost• Problem: Wind electrolysis production cost estimates.• Solution: Analyze a variety of wind class sites to show a full range of

hydrogen costs based on wind.System efficiency

• Problem: Costs linked to both wind farm availability and electrolyzerefficiency.

• Solution: Sensitivities examine what components and factors have biggest affect on system performance and efficiency.

Renewable integration• Problem: Optimal sizing between wind farms and electrolyzers.• Solution: Components sized based upon hydrogen demand, wind

farm size needed for hydrogen demand, and different operation scenarios.

5

Page 6: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Approach

Wind to Hydrogen

6

Page 7: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Background -Previous Cost Studies

Wind electrolysis results from H2A Production model(1) Levene, J.I., Economic Analysis of Hydrogen Production from Wind:

Preprint. 2005, NREL: Golden, CO.

(2) Harrison, K.W., et al., Wind-To-Hydrogen Project: Operational Experience, Performance Testing, and Systems Integration, in NREL/TP-550-44082. 2009, NREL: Golden, CO.

(3) Genovese, J., et al., Current (2009) State-of-the-Art Hydrogen Production Cost Estimate Using Water Electrolysis: Independent Review. 2009, NREL: Golden, CO.

7

Reference Year Hydrogen Cost ($/kg)

(1) H2A v1 2005 5.69

(2) H2A v2 2009 6.25

(3) H2A v2 2009 3.00

Page 8: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Wind2H2 Analysis Objectives

• Corroborate recent wind electrolysis cost studies using a more detailed hour-by-hour analysis

• Examine consequences of different system configuration and operation scenarios

• Initiate understanding of sizing implications between electrolyzers and wind farms

• Identify areas for further analysis and cost reduction

8

Page 9: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Wind2H2 Analysis Accomplishments

Completed initial hourly analysis of central wind electrolysis production facility (50,000 kg/day)

• Wind class 4-6 sites might produce green hydrogen for between $3.75-5.50/kg

Presented results at FCHEA conference • Feb 14-16, 2011, Washington, DC

Technical paper (pending)• Saur, G. and T. Ramsden, Wind Electrolysis – Hydrogen Cost

Optimization. NREL/TP-5600-50408 . Golden, CO: NREL, 2011.

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Page 10: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Current Analysis

• U.S. Department of Energy (DOE) and Xcel Energy’s Wind-to-Hydrogen Project at NREL, part of the Renewable Electrolysis task

• Examination of a grid-tied, co-located wind electrolysis hydrogen production facility

• 4 scenarios optimize wind farm size vs electrolyzerrequirements using hour-by-hour modeling

10

ElectrolyzerElectricity

Page 11: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Key Parameters - System

8,760 hourly analysis based upon NREL’s H2A Production and Fuel Cell Power models• Using hourly electricity market pricing and hourly wind data

Hydrogen production facility• 50,000 kg H2/day nominal

4 grid-connected wind electrolysis scenarios• Grid supplements wind to power electrolyzers

11

Scenarios

A) Cost Balanced : $ grid purchased = $ wind sold

B) Power Balanced : kWh grid purchased = kWh wind sold

C) Same as A) but no summer peak grid electricity purchased

D) Same as B) but no summer peak grid electricity purchased

Page 12: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Key Parameters - ComponentsElectrolyzers

• Design capacity of ~51,000 kg/day with 98% capacity factor• 106 MW electricity requirement (50 kWh/kg)• $50.1M total depreciable capital cost• Replacement, O&M costs also included

Wind Farm• Multiples of 3 MW turbines• Design performance based on class 4 wind site• Wind costs

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Low Cost Current Cost

Installed wind turbine $1,148/kW $1,964/kW

O&M (incl replacement) $0.012/kWh $0.0074/kWh

Fixed charge rate 12.1% 12.1%

Page 13: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Key Parameters - InfrastructureGrid Electricity Pricing

• 6 tiered structure; 3 summer, 3 winter• $0.039/kWh to $0.099/kWh• “hotter” hours = higher price

13

Summer rates definitions 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24Sunday 6 6 6 6 6 6 6 6 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 6Monday 6 6 6 6 6 6 6 6 5 5 5 5 5 4 4 4 4 4 4 5 5 5 5 6Tuesday 6 6 6 6 6 6 6 6 5 5 5 5 5 4 4 4 4 4 4 5 5 5 5 6Wednesday 6 6 6 6 6 6 6 6 5 5 5 5 5 4 4 4 4 4 4 5 5 5 5 6Thursday 6 6 6 6 6 6 6 6 5 5 5 5 5 4 4 4 4 4 4 5 5 5 5 6Friday 6 6 6 6 6 6 6 6 5 5 5 5 5 4 4 4 4 4 4 5 5 5 5 6Saturday 6 6 6 6 6 6 6 6 5 5 5 5 5 5 5 5 5 5 5 5 5 5 5 6

HourWinter rates definitions 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24Sunday 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 1 2 2 2Monday 3 3 3 3 3 2 2 2 2 2 1 1 1 2 2 2 2 2 1 1 1 2 2 3Tuesday 3 3 3 3 3 2 2 2 2 2 1 1 1 2 2 2 2 2 1 1 1 2 2 3Wednesday 3 3 3 3 3 2 2 2 2 2 1 1 1 2 2 2 2 2 1 1 1 2 2 3Thursday 3 3 3 3 3 2 2 2 2 2 1 1 1 2 2 2 2 2 1 1 1 2 2 3Friday 3 3 3 3 3 2 2 2 2 2 1 1 1 2 2 2 2 2 1 1 1 2 2 3Saturday 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 1 1 1 1 2 2 2

Page 14: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

0.00

0.05

0.10

0.15

0.20

0.25

0.00 0.10 0.20 0.30 0.40 0.50

Cost

of W

ind

Elec

tric

ity

($/k

Wh)

Wind Capacity Factor

Low Wind Cost Current Wind Cost

Key Parameters - InfrastructureWind Profiles

• NREL’s Western Wind data set• 136 sites in California, class 1 to class 6

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Page 15: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Accomplishments and Results

Wind to Hydrogen

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Page 16: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Results - Comparison Power Balanced Scenario – range of costs

16

Curr

ent W

ind

Cost

Low

Win

d Co

st

0

1

2

3

4

5

6

7

8

9

10

11

12

13

1 2 3 4 5 6

Cost

of

Hyd

roge

n ($

/kg)

Wind Class

Page 17: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

0

2

4

6

8

10

12

14

0.000 0.100 0.200 0.300

Cost

of H

2($

/kg)

Cost of Wind Electricity ($/kWh)

a) Buy Summer Peak

c) No Summer Peak

0

2

4

6

8

10

12

14

0.000 0.100 0.200 0.300

Cost

of H

2($

/kg)

Cost of Wind Electricity ($/kWh)

b) Buy Summer Peak

d) No Summer Peak

Results – Current Wind Costs

Cost Balanced Scenarios

Power Balanced Scenarios

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Page 18: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Results – Scenario Details

18

Wind Farm Sizes to Produce 50,000 kg/day H2

0

100

200

300

400

500

600

700

800

900

0.050 0.100 0.150 0.200 0.250

Win

d Fa

rm S

ize

(MW

)

Cost of Wind Electricity ($/kWh)

Scenario a

Scenario b

Scenario c

Scenario d

Wind Class 6 Wind Class 1

Page 19: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Results – Case Example

19

0

50

100

150

200

250

Dai

ly A

vera

ged

(MW

h/da

y)

Wind to Electrolyzer Grid to Electrolyzer

Wind Sold to Grid

Averaged Yearly Profile

Page 20: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Results – Case Example

20

ScenarioWind

Farm Size (MW)

# 3-MW Turbines

Grid Utilization

(%)

Unmet H2 Production

(kg/yr)

Cost of H2 ($/kg)

(a) Cost-Balanced—Buy Summer Peak

210 70 94 0 3.80

(b) Power-Balanced—Buy Summer Peak

219 73 102 0 3.82

(c) Cost-Balanced— No Summer Peak

195 65 100 622,000 3.72

(d) Power-Balanced—No Summer Peak

213 71 120 602,000 3.77

Wind Site Details• Class 5 wind site with capacity factor 47%• Average wind speed at 100 m 8.5 m/s• Produces electricity for $0.064/kWh

Page 21: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Results – Case Sensitivity

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3.00 3.20 3.40 3.60 3.80 4.00 4.20 4.40 4.60

Wind Farm Availability (90%, 88%, 86%)

Electrolyzer Capacity Factor (99.5%, 98%, 96%)

Electrolyzer Capital Cost (-/+ 20%)

Electrolyzer Energy Use (47.5, 50, 60 kWh/kg)

Wind Turbine Capital Cost (-/+ 20%)

Cost of Hydrogen ($/kg)

Sensitivity for power balanced case• Baseline optimization and sizing held constant• Other scenarios show similar ranges

Page 22: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Analysis – Proposed Future Work

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• More sensitivities to various inputs possibly including grid pricing, wind farm size, PTC

• Use of curtailed wind• Uses of different bulk storage technologies• Year-to-year wind variation uncertainty• Regionally expanded grid pricing structures• Examination of solar integration• Smaller or forecourt sized renewable electrolysis• Other optimal electricity/hydrogen production balance

scenarios.

Page 23: Hour-by-Hour Cost Modeling of Optimized Central Wind …Optimal sizing between wind farms and electrolyzers. ... • Using hourly electricity market pricing and hourly wind data

Innovation for Our Energy Future

Wind2H2 Analysis Summary

23

• Using current wind costs hydrogen could be produced at some class 4-6 wind sites for $3.75-5.50/kg.• Less ideal wind sites should be considered if they are closer to demand centers; reduced delivery cost may offset increased production cost. * Average cost is for Class 4 Wind Resource

Cost differs with quality of wind resources.

• There are trade-offs for buying or not buying summer peak electricity – lower hydrogen cost but some unmet hydrogen demand.• Including hydrogen production at wind sites may increase flexibility of system and have other beneficial consequences.