Electrification Strategy...Ali Nourai and Chris Schafer, IEEE Power and Energy Magazine, Jul 2009 3...
Transcript of Electrification Strategy...Ali Nourai and Chris Schafer, IEEE Power and Energy Magazine, Jul 2009 3...
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Living Without Oil Seminar Series
Andrew Rowe
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Decarbonization Pathways – Electrification and Storage
The Electrification Strategy
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“The most plausible way to reduce global CO2 emissions is … to increase the role of very low carbon technologies in electricity generation and to increase the use of
electricity in transportation and heating.”
Schmalensee, Energy Economics, 52 (2015)
“…there is no single technology that can be said to be the cheapest under all circumstances.
[…] system costs, market structure, policy environment and resource endowment all continue to play an important role in determining the [value] of any given
investment."
IEA, Projected Costs of Generating Electricity 2015 edition
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Canada’s Advantage
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OC O
OCO
OC O
Of course it will work…
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Energy System Pathways
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Economic Technology Policy
Scenario Analysis
Resources
Demand
Regional Characteristics
The Future
Today
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Resiliency Analysis
Risks Uncertainty
System Analysis
Pathways to 2060
Structure
Cost
Emissions
Robustness
Pathways to 2060
Structure
Cost
Emissions
Robustness
Electricity System 101
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Electricity Demand
• What is at the end of the line and how does it behave?
Time
D [MW]
Time
Demand [MW]
Net
Internal
AdequacyReserve Margin
Demand Response
Peak Hour
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Regional Demand Profiles
• Air‐conditioning equipment is used in 87% of homes in the United States.
• The daily U.S. load cycle in the summer has a much wider range than in the winter because of the widespread use of air conditioning.
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The Goal – instantaneous supply matching demand
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Supply Technology Demand
Time
b
aEnergy a = Energy bCost a = Cost b
Value of b > Value of a
Control demand?Integrate with another region?
Curtail supplyIntroduce storage?(Impact on cost?)
Time
Q
• How does the addition of one option affect the entire system?
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Low Carbon Supply Options to Serve Demand
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Resources Reservoirs Generators DemandGrid
Natural Gas
Mill Waste
Forest Debris
Timber
Geothermal
Hydro 4
Wind
Solar
Hydro 1
Hydro 2
Hydro 3
Other
WIL
DIN
Site‐C
REV
KIN
CCGT
CCGT‐CCS
OCGT
Biomass
Wind 1
Solar 1
Geothermal 1
Run‐of‐river
REV
MCS
GMS
PCN
Site‐C
Solar 2
Wind 2
Other
Electricity
AESOMid‐C
Industrial
Commercial
Residential
Long‐term mixture planning with variable energy resources (VER)
Lecture El3 ‐Mixtures, Merit, and Markets (C) A. Rowe 12
Time
L [MW]
Time Series of Demand
Capacity Factor
cT
[$/kWc‐yr]
Generator Cost Curves
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3
Fraction of year (or, hours per year)
L[MW]
Residual LDC
Time
R [MW]
Time Series of VER
Generator Type
Mixture Composition
GCapacity[kWc]
1 2 3R
Time
L’ [MW]
Residual Load
L t L t R t L – R = L’
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Alberta (AESO) Electrical Supply
Lecture El3 - Mixtures, Merit, and Markets (C) A. Rowe 13
MSA 2017 Second Quarter Report https://albertamsa.ca/index.php?page=quarterly-reports
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Transmission and Interconnections
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http://www.eia.gov/beta/realtime_grid/#/summary/about?end=20160724&start=20160625®ions=01
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Electrification Step 1 – decarbonize generation
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Renewable Resources ‐ Variability(April 1, 2017 – May 30, 2017 ‐ Video)
BC WindCAISO Solar BPA Wind
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Courtesy of POWEREX
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Solar vs. Wind Generation – One Year
Each line represents one day, line colors by month, Feb 8, 2017 – Feb 8, 2018
Hour Beginning Hour Beginning
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CAISO Solar BPA Wind
Courtesy of POWEREX
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Aggregated Effect on System
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CAISO ‐demand minus solar and wind
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Challenges of large VER additions
• Low capacity credit, cannot reduce conventional capacity• Baseload hours reduced – low cost generation hours• Excess supply – curtailment, negative prices
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F. Ueckerdt et al., Energy 63 (2013)
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<http://www.theguardian.com/environment/2015/jul/10/denmark‐wind‐windfarm‐power‐exceed‐electricity‐demand>
Wind power generates 140% of Denmark's electricity demand
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28 July 2015 0:02 am
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Imports are 50% of Denmark's electricity demand
Curtailment and Negative Electricity Prices
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0
50000
100000
150000
200000
250000
5/1/2014
9/1/2014
1/1/2015
5/1/2015
9/1/2015
1/1/2016
5/1/2016
9/1/2016
1/1/2017
5/1/2017
9/1/2017
1/1/2018
5/1/2018
9/1/2018
1/1/2019
5/1/2019
9/1/2019
1/1/2020
Curtailed Energy [MWh]
Month Beginning
CAISO ‐Wind and Solar Curtailment [MWh]
• Europe negative power prices first nine months of 2020,
– excess power in the market resulting in consumers being paid rather than charged to use electricity.
• Frequency of negative day‐ahead prices three to four times higher than those seen between 2015 and 2018, and more than twice those in 2019.
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CAISO – supply and flexibility
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Electrification Step 2 – Shift Service Technologies
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Resources Reservoirs Generators DemandGrid
Natural Gas
Mill Waste
Forest Debris
Timber
Geothermal
Hydro 4
Wind
Solar
Hydro 1
Hydro 2
Hydro 3
Other
WIL
DIN
Site‐C
REV
KIN
CCGT
CCGT‐CCS
OCGT
Biomass
Wind 1
Solar 1
Geothermal 1
Run‐of‐river
REV
MCS
GMS
PCN
Site‐C
Solar 2
Wind 2
Other
Electricity
AESOMid‐C
Industrial
Commercial
Residential
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2013 Secondary Energy
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[20] http://oee.nrcan.gc.ca/corporate/statistics/neud/dpa/showTable.cfm?type=CP§or=tran&juris=ca&rn=8&page=0
0
50
100
150
200
Transportation energy use Electricity demand
Energy dem
and [TW
h]
Other
Heavy duty gasoline
Off road diesel
Heavy duty diesel
Light duty gasoline
Electricity demand
0
20
40
60
80
100
120
Transportation energy use Electricity demandEnergy dem
and [TW
h]
OtherAviationNavigationOff road dieselHeavy duty dieselLight duty gasolineElectricity demand
Alberta B.C.
Transportation in Canada
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Electrified Demand~50 TWh
Natural Resources Canada
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Electrifying Heat – Energy Demand
• US Heat Demand– equivalent ~50% of other electrical demand.
• End‐use technology efficiencies could make electrical demand similar to current electrical demand.
• Temporal patterns make the required electrical capacity much higher.
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D. B. Fox et al., Energy and Environmental Science, Issue 10, 2011.
Future Electricity Demand
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Capacity, Energy, Flexibility
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Electrification Step 3 – gas and chemical fuels
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Electricity
AESO
Mid‐C
Industrial
Commercial
Residential
CH4
IPP
BCH
Blue‐H2CO2
Methanation
Green H2
Biogas
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Electrification Step 4 – make it work
• Control Supply– curtail– excess capacity– dispatchability– flexibility
• Control Demand– constrained resource, uncertain– acceptance?
• Trade– use transmission system
• Storage
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ESDemand(t) Supply(t)
Trade
Charting feasible pathways to sustainable energy systems
www.iesvic.uvic.ca
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Living Without Oil Seminar Series
Andrew Rowe
Decarbonization Pathways – Electrification and Storage Part II
The Energy System Architecture
Demand
x(t)Service
TechnologiesEnergy
CurrenciesTransformer Technologies
Supply
y(t)
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Stock StockStock
• Stored sources allow temporal and spatial decoupling between steps in energy chain– Storage always there, but somewhat hidden as Nature has taken care of this for us…– Now want to use dynamic sources
• Spatial and temporal connections as well as transformations
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Where can we get flexibility?
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DNV GL White Paper 2017, Flexibility in the Power System
Grid Storage
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Ali Nourai and Chris Schafer, IEEE Power and Energy Magazine, Jul 2009
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Pumped Hydro
• Efficiency includes both conversion efficiency and storage losses.– Storage losses due to evaporation and seepage
– Most modern PHS plants operate with round trip efficiencies of 75–80%
• Ideal PHS sites are often well away from load centers – resulting in transmission losses.
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US Pumped Hydro
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P. Denholm, G. Kulcinski, Energy Conversion and Management 45 (2000) 2153-2172
Uprated → 3000
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Pumped Hydro Storage
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Brinkman, Eberle, Formanski, Matthe, “Vehicle Electrification – Quo Vadis”, GM Global R&D, April 2012
Pumped Hydro Storage
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Brinkman, Eberle, Formanski, Matthe, “Vehicle Electrification – Quo Vadis”, GM Global R&D, April 2012
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Compressed Air Energy Storage
• Consumes less than 40% of the gas used in a combined‐cycle and 60% less gas than is used by a single‐cycle gas turbine
• Can be in service in 15 min
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Power to Gas
• Power to gas (P2G): make fuel and,a) inject H2 into NG system (up to 15% requires minimal changes)b) Methanization of H2 to CH4 – inject into NG system
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HeatH2O
H2e‐ ElectrolysisElectricity
CH4
CO2Digester/Landfill Gas
H2
CH4Methanation
Vehicles
Gas Grid
O2
H2O
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Cavern Storage (CH4, H2, air)
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Cavern storage of H2
An average salt cavern can be charged at over 1 GW for 10 days. As of 2010 there were over 170 caverns in Germany (for natural gas.)
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Includes e – H2 conversion efficiency of 65%
This much power could be fed to a single H2 storage cavern facility (240 GWh)
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Power to Gas to fuel…
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Liquid Air
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Stamatios et al., 2017 Applied Energy
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Electrochemical Batteries
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Lazard 2018 Levelized Cost of Storage Analysis
Flow Batteries
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Stamatios et al., 2017 Applied Energy
From VanIon Energy Inc.
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2.3
2
1.3
0.8
3.2
5
6
8.7
6
4.4
1.4
1.45
0.84
0.17
0.14
0.1
0.05
0.001
0 2 4 6 8 10
Liquid H2 (20 K, 1 atm)
H2 (1500 atm)
H2 (700 atm)
H2 (350 atm)
CH4 (350 atm)
CH4 (1000 atm)
Liquid CH4 (112 K, 1atm)
C8H18 (gasoline)
CH3CH2OH (ethanol)
CH3OH (methanol)
Flywheel (10 GPa C-fibre)
NiMH batteries (LaNi5H6)
Lead-acid batteries (PbO2-H2SO4)
Liquid Air (79 K, 1 atm)
Compressed air (1500 atm)
Compressed air (700 atm)
Compressed air (350 atm)
Elevated water (370 m)
Volumetric Energy Density (kW-hr/L)
Gross (LHV)
Deliverable Energy
33
33
33
33
14
14
14
12.3
7.4
5.5
0.8
0.28
0.25
0.22
0.17
0.16
0.14
0.001
010203040
Gravimetric Density (kW-hr/kg)
Liquid H2 (20 K, 1 atm)
H2 (1500 atm)
H2 (700 atm)
H2 (350 atm)
CH4 (350 atm)
CH4 (1000 atm)
Liquid CH4 (112 K, 1atm)
C8H18 (gasoline)
CH3CH2OH (ethanol)
CH3OH (methanol)
Flywheel (10 GPa C-fibre)
NiMH batteries (LaNi5H6)
Lead-acid batteries (PbO2-H2SO4)
Liquid Air (79 K, 1 atm)
Compressed air (1500 atm)
Compressed air (700 atm)
Compressed air (350 atm)
Elevated water (370 m)
Deliverable energy densities assume efficiencies of 60% for hydrogen (fuel cells) and 40% for hydrocarbon fuels (IC Engine).
Berry, G., et al, Hydrogen Storage and Transportation , Encyclopedia of Energy
Current Li-ion batteries~ 0.4-0.6 kWh/L
Current Li-ion batteries~ 0.1-0.3 kWh/kg
Schmuch et al 2018, Nature Energy
Material Limit ~1 kWh/kg ?
Material Limit ~5 kWh/l ?
Electrode ~.3-.6 kWh/kg
Electrode ~1-1.5 kWh/l ?
Steven J. Davis et al. Science 2018;360:eaas9793
Part II – Grid Storage Cost
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Storage Cost and Value
• The recurring question of value is one facing users and developers of storage.– Value determined by cost, system characteristics, use cases, and other available options
(curtailment, demand response, trade, …)
– The unicorn of strorage = “value stacking”• What services, “use cases”. Try to combine/deliver multiple value streams
– Total system cost change for delivery of service• Is marginal cost of storage less than savings by addition of intermittent supply?
• Storage cost– Per unit power, per unit energy?…
• What about losses and finite discharge/charge rates?– Can we predict when it will be needed to dispatch storage effectively?
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Grid Storage Services and Characteristics
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Schmidt 2019 Projecting the Future Levelized Cost of Electricity Storage Technologies, Joule, 3, 81-100, Jan 2019
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Cost reductions due to learning
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Schmidt 2019 Projecting the Future Levelized Cost of Electricity Storage Technologies, Joule, 3, 81-100, Jan 2019
Annual Cost of Storage → LCOS
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Annual($/yr)
Technical
Efficiency(Degradation)
WACCRated Energy
Depth of Discharge
Financial
Fix
ed C
ost
sV
ari
able
Cos
ts
Overnight Cost($/kWc,$/kWhs)
Fixed O&M($/kW, $/kWh)
Variable O&M($,kW, $/kWh)
Fuel Cost($/kWh)
Capital Cost($/yr)
Fixed O&M($/yr
Variable O&M($/yr)
Fuel Cost($/yr)
Annual Fuel Cost
($/year)
Amortized ($/year)
Rated Power
Annual FOM($/year)
Capital Cost($) Energy
Costs($/kWhd)
Annual VOM($/year)
Cycles
Energy Discharged(kWh/year)
Energy Consumed(kWh/year)
Power Costs
($/kWc)
AncillaryServices ($/kWcyr)
LCOS($/X)
Characteristics
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Storage
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R – Renewable power suppliesL – Loads/DemandsS – Storage systemsG – Dispatchable generatorsI – Interconnections
Distribution SystemRi,j(t) Li,j(t)
Ii,j,k(t)
Si,j(t) Gi,j(t)
Experience Curve Effects
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Schmidt 2017 The Future costs Levelized Cost of Electrical energy storage based on experience rates, Nature Energy, 2, 2017
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Storage LCOS Ranking
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Schmidt 2019 Projecting the Future Levelized Cost of Electricity Storage Technologies, Joule, 3, 81-100, Jan 2019
Summary
• Flexibility requirements increasing due to a number of different supply and demand factors
• In principle, storage provides a range of services
• Can be located near supply or demand
• Availability (storage dispatch), degradation, round‐trip efficiency may reduce to value relative to other flexibility options
• Cost of storage (investment) and cost of storage not the same, but difficult to tell them apart
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Charting feasible pathways to sustainable energy systems
www.iesvic.uvic.ca
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Charting feasible pathways to sustainable energy systems
www.iesvic.uvic.ca