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Energy Storage Analysis Michael Penev, Chad Hunter National Renewable Energy Laboratory April 30, 2019 DOE Hydrogen and Fuel Cells Program 2019 Annual Merit Review and Peer Evaluation Meeting This presentation does not contain any proprietary, confidential, or otherwise restricted information. Project ID # SA173

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Page 1: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

Energy Storage Analysis

Michael Penev, Chad HunterNational Renewable Energy LaboratoryApril 30, 2019

DOE Hydrogen and Fuel Cells Program 2019 Annual Merit Review and Peer Evaluation Meeting

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

Project ID # SA173

Page 2: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 2

Overview

Timeline Barriers

Start: October, 2018

End: September, 2019*

* Annual direction determined by DOE

4.5B Stove-piped/Siloed Analytical Capability

4.5C Inconsistent Data, Assumptions and Guidelines

4.5E Unplanned Studies and Analysis

Budget Partners

FY19 Planned DOE Funding: $155K

Funds Received to Date: $155K

Collaborators• DOE, Office of Energy Efficiency and Renewable

Energy (EERE), Fuel Cell Technologies Office• DOE, EERE, Vehicle Technologies Office• Xcel Energy• Southern Company Services• Argonne National Laboratory• National Renewable Energy Laboratory

Page 3: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 3

Energy storage analysis assesses market relevance and competitiveness for hydrogen.

Analysis assesses hydrogen system competitive space and valuation in the landscape of energy storage technologies.

Analysis Framework

• H2FAST• Cost estimation• Competitive market

analysis• Financial analysis• Data: HDSAM,

MYRD&D, H2A, VTO targets, AMO targets

Models & Tools• H2FAST• RODeO

Studies & Analysis

• Competitive tech. assessment

• Grid support & co-products

Outputs & Deliverables

• Annual report• Inputs to working

groups • Input to HTAC

NREL: H2FAST

• H2@Scale• Additional external

reviewers

• Fuel Cell Technologies Office

• H2@Scale

AcronymsH2FAST: Hydrogen Financial Analysis Scenario ToolHDSAM: H2A Delivery Scenario Analysis ModelH2@Scale: Hydrogen at Scale

Relevance/Impact 1

Page 4: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 4

Energy Storage Market SegmentationRelevance/Impact 2

Duration

Service AncillaryServices

Ramping Smoothing PeakingWind

EnergyBalancing

SeasonalStorage

Seconds-Minutes

~30Minutes

~1-4Hours

~2-4Hours

Days-Weeks

Months

Current Trends: Shorter Duration

Emerging Trends: Longer Duration

Integrated Hydrogen Energy Storage + Coproduction

Current and emerging energy market trends can be met using integrated hydrogen energy storage while also co-producing hydrogen for high value uses

Market Segmentation of Energy Storage

Page 5: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 5

Energy Storage Needs Examples

0

10,000

20,000

30,000

40,000

50,000

60,000

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152/

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5

SpainFranceBritainGermanyDenmark

Win

d po

wer

(MW

)

Diurnal “Duck Curve”:- hours of storage is needed- this happens daily

Wind gaps:- days of storage is needed- this happens few times a year- long distance transmission

does not address such gaps

Relevance/Impact 3

Source: https://www.energy.ca.gov/renewables/tracking_progress/documents/resource_flexibility.pdfhttp://www.pfbach.dk/

Page 6: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 6

42%

37%

13%

5.6%

1%

1%

0.3%

0.09%

0 1,000 2,000 3,000

Thermal storage

Batteries

Flywheels

Compressed air w/ natural gas

Capacitors

Flow batteries

Hydrogen (power to gas)

Compressed air

Global operational capacity in 2018 (MW)

Global Energy Storage Market Inventory, 2018

Relevance/Impact 4

Source: DOE Global Energy Storage Database

Global Energy Storage Inventory: • 96% is pumped hydro serving diurnal operation• Batteries typically provide few hours of storage• Thermal storage is predominantly molten salt for concentrated solar • Fly wheels provide very short duration storage (frequency regulation)

Pumped hydro96%

Page 7: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 7

Landscape of Energy Storage Technologies

Source: DOE/EPRI Electricity Storage Handbook, 2015

Relevance/Impact 5

Page 8: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 8

Modeling Approach: Subsystem BoundariesApproach 1

Electrolyzer

8

Hydrogen Storage

Power Conditioning System

Inverter

RectifierAC DC

AC DCFuel Cell

CompressorH2 H2

H2

Electrolyzer + tank H2 storage + PEM fuel cell

Storage duration (h) 24+

Round trip efficiency 35%

Power capital ($/kW) 1,500

Storage capital ($/kWh-DC) 35

Stack life years (years) 8 – 10

Usable depth of discharge ~83%

Hydrogen systems also decouple power components (stacks, power conditioning) and energy components (hydrogen tanks), allowing more flexible design for storage duration.

Hydrogen systems also can co-produce hydrogen.

Page 9: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 9

Other System Configurations

ESS(Energy Storage System)

ESS+ELZR(ESS + Electrolyzer H2 Production)

ELZR(Electrolysis H2 Production)

Off-peak electricity

24/day electricity

24/day electricity

On-peak electricity

Hydrogen

Hydrogen

On-peak electricity

Three systems are evaluated in the same framework to assess integration of ESS and ELZR.

H2 storage technology can have other economic activity once storage is full.

Approach 3

Page 10: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 10

Simple diurnal cycle: 4 hours power generation 8 hours storage recharge 12 hours hydrogen co-production

H2 co-production would improve economics if H2 price exceeds variable operating costs.

Approach 4

Hydrogen Co-Production

-100%

0%

100%

0%10%20%30%40%50%60%70%80%90%

100%

0 24 48 72 96 120 144 168

Time (hours)

Discharging|charging

(%pow

er)

Stat

eof

char

ge(%

)

-100%

0%

100%

0%10%20%30%40%50%60%70%80%90%

100%

0 24 48 72 96 120 144 168

Time (hours)

Discharging|charging

(%pow

er) |production

Stat

eof

char

ge(%

)

Page 11: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 11

System Sizing Assumptions

Above system sizing allows meaningful unit capacity for grid support and hydrogen production volume. Approximately 2x installed capacity can provide sufficient hydrogen volume for large heavy duty stations.

ESS only ESS+ELZR ELZR onlyPeak power production (h/day) h/day 4 4Recharge time (h/day) h/day 8 8H2 production (h/day) h/day 12 24

Power generation (MW) MW 10 10 Power for recharging (MW) MW 11.6 11.6 11.6Power consumption (MWh/y) MWh/y 33,977 84,943 101,932 Power production (MWh/y) MWh/y 14,600 14,600 H2 production (kg/day) kg/day 2,530 5,061

ESS: Energy Storage SystemESS + ELZR: Energy Storage System + Electrolyzer Hydrogen ProductionELZR: Electrolyzer Hydrogen Production

Accomplishments 1

Page 12: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 12

Component Cost & Performance AssumptionsSubsystem Technology Staus & Targets, all costs in 2016$ Current status

Rectifiers Rectifier efficiency 98.4%Rectifier cost ($/kW AC) 196$ Total installation cost factor (% of equipment capital) 57%System O&M (% of capital cost) 1.0%

Electrolyzers Electrolyzer power use (kWh DC/kg) 54.3Electrolyzer cost ($/kW DC) 737$ System life (years) 20Total installation cost factor (% of equipment capital) 57%System O&M (% of capital cost) 7.8%

Compressors Power use (kWh AC/kg) 1.42Compressor cost factor A (equation form c=A*p^B; where p is power) 2290Compressor cost exponent B (equation form c=A*p^B; where p is power) 0.8225 Cost factor for inclusion of oxygen compression 50%Total installation cost factor (% of equipment capital) 187%System O&M (% of capital cost) 4.0%

Storage Terrestrial storage installed cost ($/kg) 1,168 Terrestrial storage installed cost ($/kWh LHV) 35 Terrestrial storage O&M (% of capital cost) 1.0%

Cushion gas (%) 17.1%

Fuel cells Fuel cell power production (kWh DC/kg) 20.0 Fuel cell cost ($/kW DC) 507 Total installation cost factor (% of equipment capital) 20%System O&M (% of capital cost) 6.0%

Inverters Inverter efficiency (%) 98.6%Inverter cost ($/kW) 384$ Total installation cost factor (% of equipment capital) 20%System O&M (% of capital cost) 1.0%

Feedstock Electricity cost ($/kWh) 0.033

Cost and performance inputs have been peer reviewed by all stakeholders.

Feedstock electricity cost of 3.3¢/kWh is used.

Accomplishments 2

Page 13: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 13

0.59 0.17

0.13 0.03

0.00

0.21 0.17

0.12 0.10

0.09 0.08

0.04 0.04 0.03

0.02 0.01 0.01 0.00 0.00 0.00 0.00

Peak electricity salesInflow of equity

Inflow of debtMonetized tax losses

Cash on hand recovery

Dividends paidOff-peak electricity

Hydrogen storagePlanned & unplanned…

Repayment of debtInterest expense

Income taxes payableElectrolyzer

Installation costFuel cellRectifier

Property insuranceSelling & administrative…

Cash on hand reserveInverter

Compressor

Operating revenue

Financing cash inflow

Operating expense

Financing cash outflow

Real levelized value breakdown of peak electricity ($/kWh)

H2FAST Model Used For Levelized Cost Analysis

-10%-8%-6%-4%-2%0%2%4%6%8%10%

0%10%20%30%40%50%60%70%80%90%

100%

0 24 48 72 96 120 144 168

Time (hours)

Discharging | charging(%

/h)

Stat

eof

char

ge(%

)

• Equipment sizing• Cost estimation• Efficiency estimation

• Energy Use• Energy Costs• Financial Assumptions

Techno-economic assessment is made based on minimal equipment sizing to achieve

benchmark cycle. H2FAST model was used to evaluate financial performance of scenarios.

https://www.nrel.gov/hydrogen/h2fast.html

Accomplishments 4

Page 14: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 14

Financial Assumptions

Financing InformationTotal tax rate (state, federal, local)

Capital gains taxAre tax losses monetized (tax equity application)Allowable tax loss carry-forward

General inflation rateDepreciation method

Depreciation periodLeveraged after-tax nominal discount rateDebt/equity financing

Debt typeDebt interest rate (compounded monthly)

Cash on hand (% of monthly expenses)

10.0%5 year MACRS

1.90%7 year

Yes

100%4.00%

Revolving debt1.50

15.00%27.00%

Accomplishments 3

Page 15: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 15

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ELZR only

ESS+ELZR

ESS only

Price of power sold ($/kWh)

Prod

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ydro

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($/k

g)

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0.08 0.10 0.12 0.14 0.16 0.18 0.20 0.22 0.24 0.26 0.28 0.30 0.32 0.34 0.36 0.38 0.40

ELZR only

ESS+ELZR

ESS only

Price of power sold ($/kWh)

Prod

uctio

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m h

ydro

gen

($/k

g)

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ELZR only

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ESS only

Price of power sold ($/kWh)

Prod

uctio

n re

venu

e fro

m h

ydro

gen

($/k

g)IRR% Sensitivity Vs. Co-Product Value

• Bubble size is proportional to project internal rate of return IRR (%)• Depending on value of electricity and hydrogen, ESS, ELZR or ESS+ELZR system yields highest IRR• ESS +ELZR can lower the price of hydrogen from ~$3 to ~$2• H2 co-production reduces the cost of produced peak power.

ELZR IRR>10%ESS+ELZR IRR>10%

ESS > 10%

Synergistic advantage: ~+8% IRR

Accomplishments 5

Page 16: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 16

Key Stakeholders

Reviewers• DOE Fuel Cell Technologies Office• DOE Vehicle Technologies Office• Xcel Energy• Southern Company Services, Inc.• Argonne National Laboratory• H2@Scale stakeholders

Collaboration

Page 17: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 17

Remaining Challenges and Barriers

Valuation of long duration storage is uncertain– Most storage projects serve diurnal needs (<24h)– Function of long-duration storage is currently served by fossil peaking plants

Limited operational data from existing energy storage projects for benchmarking

Inconsistent valuation of ancillary services by region in the US

Challenges

Page 18: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 18

Evaluate Means of Improving Round Trip Efficiency

Increased efficiency can be traded for capital expenses1. Increase electrolysis & fuel cell active area2. Consider solid oxide electrolysis (SOEC)3. Consider SOEC with thermal storage (store waste heat from

power generation and use for thermal needs in electrolysis)4. Consider high pressure electrolysis (reduce compression needs)5. Consider compression energy recovery with turbo expander

Round trip efficiency is more important than capital cost. Improving efficiency can be traded for increased capital cost.

Future Work 1

Page 19: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 19

Expand Peripheral Analysis

Incorporation of portfolio of hydrogen technologies– Reversible solid oxide fuel cell systems with thermal storage– Use of spinning equipment for power generation– Use of geologic and isostatic hydrogen storage (deep water) for larger

scales

Extend analysis into larger systems in service of H2@Scale applications

Perform select system analysis using RODeO– Detailed grid model– Perform near-term simulation of ESS economic performance– Feed into on-going work for valuation of long duration storage

Future Work 2

Page 20: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 20

Summary

• NREL is performing integrated energy storage and hydrogen co-production analysis– energy storage system operation can be enhanced with H2 co-production

• Simple analysis framework was used to facilitate conception of integrated systems, and evaluate impact of technology tech. targets.

• Diverse stakeholder input is received– DOE Vehicle Technology Office– DOE Fuel Cell Technology Office– Argonne National Laboratory– Xcel Energy– Southern Company Services, Inc.

• Further exploration of technology options and grid services may expand the economic viability window of hydrogen technologies

Page 21: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 21

BACKUP SLIDES

Page 22: Energy Storage Analysis€¦ · Global Energy Storage Market Inventory, 2018. Relevance/Impact 4. Source: DOE Global Energy Storage Database. Global Energy Storage Inventory: •

NREL | 22

List of Acronyms

AC Alternating Current (electricity)AMO Advanced Manufacturing OfficeDC Direct Current (electricity)DOE United States Department of EnergyEERE Energy Efficiency and Renewable EnergyESS Energy storage systemFCTO Fuel Cell Technologies OfficeH2 HydrogenH2@SCALE Hydrogen at scaleH2A Hydrogen Analysis modelH2FAST Hydrogen Financial Analysis Scenario ToolHDSAM Hydrogen Delivery Scenario Analysis ModelHTAC Hydrogen Technology Advisory CommitteekW kilowatt (unit of power)kWh kilowatt hour (unit of energy)LCOE Levelized Cost of EnergyMACRS Modified Accelerated Cost Recovery System (depreciation schedule)MW megawatt (unit of power)O2 OxygenRODeO Revenue Operation and Device Optimization ModelSOEC Solid Oxide ElectrolysisVTO Vehicle Technologies Office