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Experience in Wind Power Integration at the German TSO Amprion
WIF – WIND INTEGRATION FORUM
Portland, July 29-30, 2010
Hendrik Neumann (Amprion GmbH, Germany)
2
Information about the TSO Amprion as a Member of the UCTE interconnected System
Integration of renewable Energies in Germany
– Background, Current Status, Development
General Conditions of Grid Integration of renewable Energies
Role and Tasks of a TSO in Germany and Marketing Scheme
Consequences of a massive Infeed from Renewables
Forecasting of renewable Energies
Conclusion
Index
3
Information about the TSO Amprion as a Member of the UCTE interconnected System
Integration of renewable Energies in Germany
– Background, Current Status, Development
General Conditions of Grid Integration of renewable Energies
Role and Tasks of a TSO in Germany and Marketing Scheme
Consequences of a massive Infeed from Renewables
Forecasting of renewable Energies
Conclusion
4
5
ES
FR
PT IT
BE
CHAT
PL
CZSK
HR
RS
MK
BA
AL
GR
UA
BG
RO
DE
L
GB
IE
DZ TNMA
TR
LT
BY
MD
LV
RUS
UA
DK
SN EE RUS
DKAsynchronous
DC Link
UCTE Region*
European Interconnected System
HU
Synchronous operationwith UCTE Region
ME
*ENTSO-E RG Continental Europe
NL
SI500 Million
6
Amprion
Ampr
ion
Main Control Centre of Amprion at Brauweiler nearby Cologne
Grid Area of Amprion
7
13193038Share load [%]**
1.9366.7005.4005.200Network length [km] (380 kV)
1.7212.8655.3006.100Network length [km] (220 kV)
7685138175Annual transmission [TWh]
34.600 109.000139.40073.100Served area [km²]*
EnBW50HertzTranspowerAmprion
50HertzTransmission
Amprion
EnBW
Transpower
Operational areas of German transmission system operators
* in Germany** Renewable Energy Act load compensation
Ampr
ion
8
Information about the TSO Amprion as a Member of the UCTE interconnected System
Integration of renewable Energies in Germany
– Background, Current Status, Development
General Conditions of Grid Integration of renewable Energies
Role and Tasks of a TSO in Germany and Marketing Scheme
Consequences of a massive Infeed from Renewables
Forecasting of renewable Energies
Conclusion
9
Background of Renewable Energies
Germany and the EU aim to strongly increase their use of renewable energies.
Germany: Increase the share of renewable energy sources in electricity supply to at least 30 percent by the year 2020 and continuously increase that share thereafter.
Generating structure and generating performance different from conventional generating facilities; generation from renewables: dispersed, volatile, far from consumers
Creation of a legal basis, regulatory rules and technical guidelines
10
Current Status of Renewable Energies in Germany (April 2010)
~33% of theGerman peak
load
30,525.889Biomass
37,825.704Windpower
19 *4.760Hydropower
7.479Pump Storage
6,29.800Photovoltaics
Production[TWh]
Capacity[MW]
*) without share of Pump Storage
Source: BMU, internal
11
Wind Power Development in Germany
12/2009; Source: ISET, IWET
42 74155
309505 428
534
793
15681665
2659
3247
2645
20371871
1200
1800
1600
2265
110 193 334 643 1137154620822875
44456095
8754
12061
14609
1850019700
2150023100
25365
16629
0
500
1000
1500
2000
2500
3000
3500
1991
1992
1993
1994
1995
1996
1997
1998
1999
2000
2001
2002
2003
2004
2005
2006
2007
2008
2009
MW
0
5000
10000
15000
20000
25000
30000
MW
Development of CapacityAccummulated Capacity
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Installed Generation Capacity of Wind Power
0
5.000
10.000
15.000
20.000
25.000
30.000
35.000
40.000
45.000
50.000
55.000
bis1993
1995 1997 1999 2001 2003 2005 2007 2009 2011 2013 2015 2017 2019Jahr
kum
ulie
rte
Leis
tung
in M
W
Onshore Repowering (Zuwachs) Offshore
Source: DEWI / dena-studyyearuntil
accu
mul
ated
cap
acity
in M
W
(growth)
Forecast of development until 2020
Uncertainty due to offshore development
13
Wind Power in Germany
location of installed wind turbines capacity per area
Data source: ISET, IWET
14
Monthly Production of Wind Energy in Germany2006 to 2009
Source: Online Extrapolation German TSO
0
1000
2000
3000
4000
5000
6000
7000
8000Ja
n
Feb
Mar
Apr
May
Jun
Jul
Aug Se
p
Oct
Nov
Dec
2006 2007 2008 2009
GWh
15
Information about the TSO Amprion as a Member of the UCTE interconnected System
Integration of renewable Energies in Germany
– Background, Current Status, Development
General Conditions of Grid Integration of renewable Energies
Role and Tasks of a TSO in Germany and Marketing Scheme
Consequences of a massive Infeed from Renewables
Forecasting of renewable Energies
Conclusion
16
General Conditions of Grid Integration of Renewable Energies
Legal Basis
– Renewable Energy Source Act: Came into force on 1 January 2009, replaces the previous act of 2004
Regulatory Background
– Equalisation Scheme ordinance: Entered into force on 17 July 2009
– Equalisation Scheme Execution Ordinance: Entered into force on 27 February 2010
Grid Code
– Transmission Code 2007: Network and System Rules of the German Transmission System Operators
– Guidelines: Renewables-based generating facilities on the HV and EHV grid
17
Renewable Energy Sources Act (1)
Connection and purchase, transmission & distribution
– Obligation of the grid system operators to connect the installation to the nearest connection point of their grid
– Grid connection costs are generally to be paid by the installation operator; excepted Offshore installations (RESA §13, Energy Industry Act § 17 (2a))
– Obligation also applies if the purchase of the electricity is only made possible by optimising, boosting or expanding the grid system
– Obligation of the grid system operators to purchase, transmit and distribute the entire available quantity of electricity from renewables
– Grid system operator is not obliged if capacity expansion economically unreasonable
18
Capacity expansion and feed-in management
– Installations with a capacity of over 100 kilowatts to be provided with remote control of the infeed power
– Grid system operator is allowed to take technical control over installations over 100 kW in case of system overloading
– Ancillary services bonus for a period of five years by 0.7 cents for wind turbines in operation before 2014 (behaviour in case of faults, delivery of reactive power, maintaining frequency)
Renewable Energy Sources Act (2)
19
Renewable Energy Sources Act (3)
Payment claims, Direct selling & Tariffs
– Obligation of grid system operators to pay installation operators tariffs according to the “special provisions regarding tariffs“
– Direct selling of the electricity by the installation operators to third parties on a monthly agreement with the grid system operator
– Various tariffs for the different kinds of renewable energy sources, i. e.
– Hydropower Wind energy, onshore
– Biogas Wind energy, offshore
– Geothermal energy Solar radiation
20
Renewable Energy Sources Act (4)
Equalisation scheme
– Nationwide equalisation scheme
– Delivery to transmission system operator
– Tariffs paid by transmission system operator
– Equalisation amongst transmission system operators
Ordinance on the Further Development of the Nationwide EqualisationScheme – Equalisation Scheme Ordinance
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Ordinance on the Further Development of the Nationwide Equalisation Scheme Equalisation Scheme Ordinance – AusglMechV
Basic principles:
1. The transmission system operators are not obliged to transmit the electricity to downstream utility companies.
2. The utility companies are not obliged to purchase and pay tariffs for electricity from their regular transmission system operators.
The electricity generated by renewable energy is fully integrated in the electricity delivery in total
3. The transmission system operators are obliged to market the electricity
4. The transmission system operators can claim reimbursement from the utility companies for delivering electricity to final consumers → Renewable Energy Act surcharge
22
Information about the TSO Amprion as a Member of the UCTE interconnected System
Integration of renewable Energies in Germany
– Background, Current Status, Development
General Conditions of Grid Integration of renewable Energies
Role and Tasks of a TSO in Germany and Marketing Scheme
Consequences of a massive Infeed from Renewables
Forecasting of renewable Energies
Conclusion
23
Role of the TSOs in Germany
TSOs
ReserveEnergy
Intraday-Market
Day-Ahead-Market
BalancingEnergy
TSOs are obliged to take off the energy, bring it to market and balance the infeed
Fixed Tariff Market Price
24
Equalisation Scheme started in 2010
1) Renewable Energy Sources Act2) European Energy Exchange
RESA surcharge
DSOs
TSOs
TSO
I Ocustomer
RESA surcharge
RESA 1)
account
RESA 1)
account
utilities
€
2)
direct marketing
equalisationpro rata marketing DA & ID
equalisation
25
Information about the TSO Amprion as a Member of the UCTE interconnected System
Integration of renewable Energies in Germany
– Background, Current Status, Development
General Conditions of Grid Integration of renewable Energies
Role and Tasks of a TSO in Germany and Marketing Scheme
Consequences of a massive Infeed from Renewables
Forecasting of renewable Energies
Conclusion
26
-7000
-5000
-3000
-1000
1000
3000
5000
7000
9000
0 10 20 30 40 50 60 70 80 90 100
MW
P DE
P
Pinstall %
Correlation Wind Energy Production ↔ Control Program DE
Trendline
h-Values, 2009
Sour
ce: A
mpr
ion
Gm
bH
+ E
xpor
t-I
mpo
rt
0
27
Correlation Wind Energy Production ↔ Day-ahead Price EPEX
Trendline
Sour
ce: A
mpr
ion
Gm
bH
0
*limited range
*
October 2009: day-ahead -500 €/MWh, intra-day: -1.500 €/MWh !!!
h-Values, 2009
-60
-20
20
60
100
0 50 100Pinstall
€/MWh
EPEXSpot(DE,AT)
P%
28
BENL
GR
ELIA
TENNET
ATAPG
CHSWISSGRID
IT TERNA
ELES
SLOHEP
HR
FRRTE
ESREE
PTREN
PSEPL
CZ SKCEPS SEPS
HU
NOS
BIH
MAVIR
GB
+6482+6627
+ Export / - Import all values in MW
Windpower generation DE
13.300 MW
DE
17022220
11801668
26552257
7071543
956
424
2585
890
3724
3091
888
890
DK
705242
6110
890
210430
-1088-1187
-5907-5822
+2845+2739
612
35
10490
1006
809
756
712
NO
707
SE
360
207
250
SE
SHB
1330
300
499
1250
169
286
6531192
34951352
30471621
221
121
533
204
-756-712 -1229
-1259
-60-30
-15-20
-1965-2015
commercial physical
490
Commercial vs. physical flows in Europe (19-11-2008, 13h30)
29
BENLELIA
TENNET
ATAPG
CHSWISSGRID
IT TERNA
ELES
SLOHEP
HR
FRRTE
ESREE
PTREN
PSE
EnBW TNG
E.ON Netz
RWE TSO
VE-T
TIWAG Netz
VKW Netz
CEGEDEL
PL
CZ SKCEPS SEPS
HU
NOS
BIH
MAVIR
all values in MW
DE
518488
2250
532
1695
633
1630
463
611
1419
321
1049
197
44
SHB
693
816
Loop flow = physical flow – commercial flow
1426
398
120
2143
100
220
Loop flows in Europe (19-11-2008 at 13h30)
30
Information about the TSO Amprion as a Member of the UCTE interconnected System
Integration of renewable Energies in Germany
– Background, Current Status, Development
General Conditions of Grid Integration of renewable Energies
Role and Tasks of a TSO in Germany and Marketing Scheme
Consequences of a massive Infeed from Renewables
Forecasting of renewable Energies
Conclusion
31
Root mean square error (rmse) of a single day ahead forecast model for wind power (% of installed capacity):
Single Wind Farm: 10% to 20%
Single Control Area (400 km x 400 km): 7.5% to 10%
All German Control Areas (800 km x 1000 km): 5% to 7%
With Combination of Forecasts: 4,2% (2009)
Wind Power PredictionSize of the Forecast Area
32
Wind power prediction systems commonly use only one single numerical weather prediction model (NWP)
But the NWP models have strengths and weaknesses in different weather situations
e.g.: convection is over-estimated by one model, which leads to increase in the predicted wind speed
Approach
Combine different deterministic NWP models to minimize the error of wind power forecasts. The wind power forecast is calculated as the optimal combination of several single forecasts for the specific weather situation.
Wind Power PredictionDay ahead prediction - combining different weather models
33
Wind Power Prediction What the Combination Tool does
NWP1V1
P1
NWP2V2
P2
NWP3V3
P3
NWP8V8
P4
Classification of theWeather Situation
Optimal Forecast of Wind Powerfor specific Weather Situation
Weighting of the Forecasts and Combination
34
0
1000
2000
3000
4000
5000
6000
0:00 3:00 6:00 9:00 12:00 15:00 18:00 21:00Time
Win
dpow
er [M
W]
optimisationA, d-1, 8:00B, d-1, 8:00C, d-1, 8:00D, d-1, 8:00
Optimisation of wind power forecast process (1)Predictions, Amprion Share, Day Ahead, 8:00
35
0
1000
2000
3000
4000
5000
6000
0:00 3:00 6:00 9:00 12:00 15:00 18:00 21:00Time
Win
dpow
er [M
W]
measurementoptimisationA, d, 20:00B, d, 8:00C, d, 20:00D, d, 8:00
Optimisation of wind power forecast process (2) Predictions & Measurement, Amprion Share, Actual Day, 24:00
36
Information about the TSO Amprion as a Member of the UCTE interconnected System
Integration of renewable Energies in Germany
– Background, Current Status, Development
General Conditions of Grid Integration of renewable Energies
Role and Tasks of a TSO in Germany and Marketing Scheme
Consequences of a massive Infeed from Renewables
Forecasting of renewable Energies
Conclusion
37
Conclusion The ambitious plans of the EU and the German government lead to a very high
amount of renewables in Germany, wind energy takes a dominant part (26 GW).
The “Renewable Energy Source Act“ is the legal basis for the integration of renewables. It defines the grid connection and purchase, transmission & distribution, capacity expansion and feed-in management, direct selling & tariffs.
The TSO plays an important role. He has to purchase the energy from renewables at fixed tariffs and has to market the energy on the spot market.
The massive infeed from renewables has a big impact on the energy market and on the load flows in Germany and the surrounding countries.
A good wind power forecast is of great importance for the TSO. By combining different forecast models a higher forecast quality can be achieved.
Thank you for your attention.