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Wind and Hydropower Integration - Overview
Tom AckerAssociate Professor
Department of Mechanical EngineeringSustainable Energy Solutions Group
Sustainable Energy
SolutionsOutlineWhat is wind and hydropower Integration?Opportunities for wind and hydro integrationWind/Hydropower “products” and “projects”Summary
Grand Coulee Dam
Sustainable Energy
Solutions
What is Wind and Hydropower Integration?
Combining wind and hydropower resources to the mutual benefit of each:
Wind benefits: ancillary services, energy storageHydro benefits
Electricity customer with market exposure: long-term, low-cost windHydro facility: economic benefit, water storage, EIS compliance, relicensing… case specific
System benefits: better utilization of transmission and generation assets (hydro 35% to 50% capacity factor)
Can these benefits be realized economically? detriments? constraints?
Sustainable Energy
SolutionsPerspectiveUtility / Load Serving Entity
Serves loadMatch load requirements with generationReliable operationMinimize costs to rate payer OR Maximize return to investor
Wind Plant (similar to any generation source)Economic objective: sell energy to systemLong-term price stability
Society / Customer Clean, affordable, reliable, low-cost energy
Sustainable Energy
SolutionsWind & Hydro on the Grid
Plants NOT co-locatedSame transmission control area (non-constrained area)Independent but “coordinated”“Firming” through grid; combined variations of load and windStorage of water/energyOther potential benefits/detriments
Wind PlantHydroelectric
Plant
Generation Data
IndependentControls
Transmission Control Area
Sustainable Energy
SolutionsConceptual View$
Mar
ket
and
Ec
onom
ics
$Organizations /Stakeholders
Law
s an
d R
egul
atio
ns
Agreements and Contracts
Hydro FacilityHydrologic
Operations & Priorities
Hydropower Operation
Transmission Control Area Loads, Generation, Reliability
Ancillary services
Power to grid
Wind Plant scheduled by
nature
Power
to gr
id
Need for Ancillary Services
Opportunity to store resources
IssuesOwners OperatorsRegulatory Customers Impacts Transmission
Sustainable Energy
Solutions
Hydropower Resources
Hydroelectric Capacity in US*
0
10
20
30
40
50
60
Federal Non-Federal
Sum
mer
Max
imum
Cap
acity
(GW
)
0
300
600
900
1200
1500
1800
Num
ber o
f pro
ject
s
Capacity (GW) No. Projects
* Derived from: EIA Existing Electric Generating Units in the United States by State, Company and Plant, 2002
Federal Non-Federal TotalNumber of Projects 156 1282 1438 71% 46% 48%Maximum Summer Capacity 42.2 GW 56.8 GW 98.9 GW 79% 53% 64% Hydro 39.4 GW 40.4 GW 79.8 GW 83% 62% 72% Pumped Storage 2.8 GW 16.3 GW 19.1 GW 29% 30% 30%
Non-FederalFederal TotalWest of MississippiUnited States
Sustainable Energy
SolutionsOpportunities
Sustainable Energy
Solutions
Integrating Wind and Hydropower: Questions to Answer
Wind impact on the balancing area: ancillary services of regulation, load following, unit commitment & system planning (capacity value)Ability of the hydro to address these impacts
Physical resourcesOperational flexibilityHydrological impacts
What are the economics?Cost/value of ancillary servicesOpportunity cost to hydroValue of energy storageType of market and system operation (ISO ↔ Regulated Utility)
Sustainable Energy
Solutions
Wind Plant Variability & The System Operator
Storage
Regulation
Load Following
What the system operator wants: Firm, dispatchable energy resources
What wind provides: Natural variability, short-term predictability
0
20
40
60
80
100
120
0 24Hours
Pow
er (M
W)
Lake Benton Storm Lake
48 72 96 120 144
Unit CommitmentAre these variations
significant? Depends
on the load
Sustainable Energy
Solutions
Hydro Plant Output & The System Operator
What hydro provides:Dispatchable, Low cost, Mid-to Long-term variability, Seasonal and daily flow constraintsProject specific characteristics & constraints
Source: Grant County PUD
0
2000
4000
6000
8000
10000
12000
14000
16000
12/31/2003 3/1/2004 5/1/2004 7/1/2004 8/31/2004 10/31/2004
Year 2004
Ener
gy p
er D
ay (M
Wh)
.
0
83
167
250
333
417
500
583
667
Ave
rage
MW
( =
Ene
rgy
per D
ay /
24h)
.
Energy input from Nine Canyon Wind
Hydro Inflow Energy Adjusted for Spill
Energy Consumed by System Load
Sustainable Energy
Solutions
Grand Coulee and Priest Rapids Total DischargeMinimum Protection Flow of 70 kcfs at Priest Rapids
-
20
40
60
80
100
120
140
160
180
03-24-2001Sat
03-25-2001Sun
03-26-2001Mon
03-27-2001Tues
03-28-2001Wed
03-29-2001Thur
03-30-2001Fri
Dis
char
ge in
kcf
s
Grand Coulee Discharge Priest Rapids Discharge
River is reregulated at Priest RapidsOther Mid C projects are also affected
Source: Grant County PUD
Sustainable Energy
SolutionsWind/Hydro ProjectsSponsored by the U.S. Department of Energy Wind and Hydropower Programs via NRELColumbia River: Grant County PUDLower Colorado RiverMissouri River BasinBonneville Power Administration –Columbia/SnakeInternational Energy Agency Annex on the Integration of Wind and Hydropower SystemsOthers
Sustainable Energy
Solutions
Missouri River System
~ 2500 MW Hydro operated by US Corp of EngineersMarketed by Western Area Power AdministrationUpper Midwest wind potential > 500,000 MWPartners: EnerNex, Wind on the Wires, NREL; Initiated 2004Note: Hydro customer needed!
Sustainable Energy
SolutionsBPA Service Territory
Sustainable Energy
SolutionsQuestions?
Sustainable Energy
SolutionsWind Integration ProductsBPA Storage and Shaping Service – $6.00/MWh
Designed to serve utilities and other entities outside of BPA Control Area Schedule wind into BPA control area in real time, redeliver flat high-load hours/low-load hours one week laterSubject to all transmission integration costs
BPA Network Wind Integration Service – $4.50/MWhDesigned to serve the needs of public power customers with loads embedded in the BPA control area Integrate wind output with the customer’s load.Meet and follow the customer’s load at all times
Grant County Public Utility District – $10.00/MWhSimilar to BPA Storage and Shaping, but precededNo forecast necessary
Others proposed: Manitoba Hydro; Hydro Quebec
Sustainable Energy
SolutionsBPA Wind ForecastingWind/Hydro Optimization Project:
Forecast wind each hour from real time to seven days henceImprove quality of wind forecasts to
feed into BPA’s hydro optimization modelsInform near-term marketing decisions
Establish operating impacts and costs of existing storage and shaping productDetermine capacity value of wind, and required reserves to cover uncertainty of wind forecast
3Tier Environmental Forecasting Group
Sustainable Energy
SolutionsAPA Modeling and Analysis
Partners: APA, NREL, B.Reclamation, WAPA, Northern Arizona UniversityGrid integration analysis – ancillary services, storageHydropower impacts – inter-hour effects at the generation facilities Hydrologic modeling – hourly/weekly/monthly modeling of impacts and benefits (Riverware software)Benefit driven analysis – consider water storage, EISMarket and economics – characterize market and costsSystem-wide benefits – dry year hedge: better utilizing of existing transmission resources, etc.Simplified basin modeling – how much wind +/-10%
Sustainable Energy
Solutions
Grant County PUD, Washington
Partners: GCPUD, NREL, N. Arizona Univ.Wanapum and Priest Rapids dams on mid-Columbia River, ~2000 MWIntegrating wind energy from Nine Canyon Project (16 MW; formerly included ~ 20 MW for nearby counties)Investigate:
Impact on current operationsCost of integrating wind energyPotential expansion of wind energy
Project started January 2005
Priest Rapids Dam
Sustainable Energy
SolutionsLower Colorado RiverArizona Power Authority (APA) case study (Begin Summer 2005)
APA responsible for Arizona’s allocation of federal hydro powerRights to 370 MW of power from Hoover dam and transmission along WAPA linesConsidering integrating wind with hydro allocation for benefit of customersHoover Dam operated by the Bureau of ReclamationHoover 25% capacity factor, monthly water deliveries
Sustainable Energy
Solutions
International Energy Agency Annex
Annex XXIV “Integration of Wind and Hydropower Systems”
Australia, Canada, Finland, Norway, Sweden, Switzerland, USAUS Participants: BPA, GCPUD, APA, Missouri River (EnerNex, Wind on the Wire), SMUD, EPRI, GE Global ResearchInitiated during 2004, first meeting Feb. ’05NREL Operating Agent
Outcomes: Identify technical, institutional, economic, and political issues; International collaborationCase studies - document analyses and outcomes
Sustainable Energy
Solutions
Hydro Plant Output & The System Operator
What hydro provides:Dispatchable, Low cost, Mid-to Long-term variability, Seasonal and daily flow constraintsProject specific characteristics
Source: Grant County PUD
0
2000
4000
6000
8000
10000
12000
14000
16000
12/31/2003 3/1/2004 5/1/2004 7/1/2004 8/31/2004 10/31/2004
Year 2004
Ener
gy p
er D
ay (M
Wh)
.
0
83
167
250
333
417
500
583
667
Ave
rage
MW
( =
Ene
rgy
per D
ay /
24h)
.
Energy input from Nine Canyon Wind
Hydro Inflow Energy Adjusted for Spill
Energy Consumed by System Load
Sustainable Energy
Solutions
Hydro Generation and Wind Power
WindJanuary 2004 plotPeak 12 MWSummer: diurnal and synopticWinter: synoptic
Demand on Hydro GenJanuary 2004 plotAve & Peak Hydro ~400 & 587 MWAve System Load ~200 MWSignificant Variability
GCPD Limited Request (1-min data)January 2004 - All Days
0.00
100.00
200.00
300.00
400.00
500.00
600.00
0:00 4:00 8:00 12:00 16:00 20:00
Time of day
MW
requ
est
1-Jan-04
2-Jan-04
3-Jan-04
4-Jan-04
5-Jan-04
6-Jan-04
7-Jan-04
8-Jan-04
9-Jan-04
10-Jan-04
11-Jan-04
12-Jan-04
13-Jan-04
14-Jan-04
15-Jan-04
16-Jan-04
17-Jan-04
18-Jan-04
19-Jan-04
20-Jan-04
21-Jan-04
22-Jan-04
23-Jan-04
24-Jan-04
25-Jan-04
26-Jan-04
27-Jan-04
28-Jan-04
29-Jan-04
30-Jan-04
31-Jan-04
Average
Grant PUD's Portion of Nine Canyon Wind Output (1-min data)January 2004 - All Days
-2.000
0.000
2.000
4.000
6.000
8.000
10.000
12.000
14.000
0:00 4:00 8:00 12:00 16:00 20:00
Time of day
MW
requ
est
1-Jan-04
2-Jan-04
3-Jan-04
4-Jan-04
5-Jan-04
6-Jan-04
7-Jan-04
8-Jan-04
9-Jan-04
10-Jan-04
11-Jan-04
12-Jan-04
13-Jan-04
14-Jan-04
15-Jan-04
16-Jan-04
17-Jan-04
18-Jan-04
19-Jan-04
20-Jan-04
21-Jan-04
22-Jan-04
23-Jan-04
24-Jan-04
25-Jan-04
26-Jan-04
27-Jan-04
28-Jan-04
29-Jan-04
30-Jan-04
31-Jan-04
Average
Sustainable Energy
Solutions
Load Following: Frequency of Hourly Generation Changes 10-Minute Rolling Average
Full Year 2004
0%
5%
10%
15%
20%
25%
< -1
00
-90
to -1
00
-80
to -9
0
-70
to -8
0
-60
to -7
0
-50
to -6
0
-40
to -5
0
-30
to -4
0
-20
to -3
0
-10
to -2
0
0 to
-10
0 to
10
10 to
20
20 to
30
30 to
40
40 to
50
50 to
60
60 to
70
70 to
80
80 to
90
90 to
100
> 10
0
Hourly Generation Changes (MW)
Freq
uenc
y (%
)
0 MW12 MW63.7 MW150 MW
Load Following
Area of significant flattening and changes in frequency
Hydro variability handled in planning.
Can the wind variability be handled in planning?
Wind LFWind Penetration Std. Dev. ORNL(MW) (%) (MW) Allocation
0 0% 33.4 0.0%12 2% 33.4 0.0%
63.7 11% 33.9 4.0%150 26% 37.3 20.8%
Sustainable Energy
Solutions
Hydro and Wind GenerationReverse Load Factoring Period
200
250
300
350
400
450
500
550
600
12:00 AM 4:00 AM 8:00 AM 12:00 PM 4:00 PM 8:00 PM 12:00 AM
Hyd
ro G
ener
atio
n (M
W)
-100
-50
0
50
100
150
200
250
300
Win
d Po
wer
(MW
)
Wind (63.7 MW Max)
Hydro