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Efficient integration of EVs with wind
power production

Esben Larsen         Ali Adel Mahmoud
Assoc. Prof.         M. Sc. EE
CET, DTU Electro     CET, DTU Electro
Content


1.   Wind Power and Power Markets in Denmark
3.   Storage as a solution
4.   EVs as a suitable solution
5.   EVs to support WP
6.
6    EVs and WP t
     EV     d     together as R
                      th      Reg.power provider
                                            id




2                       Electric Vehicle Integration Into Modern Power Networks   2010-09-22
Danish Energy Policy
    Doubling of wind power capacity
    50% renewables in the power sector i 2025




3                         Electric Vehicle Integration Into Modern Power Networks   2010-09-22
                                       Workshop on transport
2 Wind Power in Denmark
    Increasing in WP penetration




4                                  Electric Vehicle Integration Into Modern Power Networks   2010-09-22
Bound Production and Consumption
    Two days in J
    T   d    i January, 2003
        MW © Eltra amba                        Bound production


        4000                                                                        Consumption


                                                   Primary CHP
        3000
                          Local CHP


        2000


        1000                          Wind power




          0
          15.01                                          16.01                                                17.01




5                                                   Electric Vehicle Integration Into Modern Power Networks   2010-09-22
    5
Danish electricity system operation-2007
Electricity consumption and production details


        2007          DK West                       DK East


        Electricity   21.6 TWh                      14.5 TWh
        consumption

        Electricity   23.4 TWh                      13.7 TWh
        production

        Local CHP     21.0%                         15.3%


        wind          23.8%
                      23 8%                         11.8%
                                                    11 8%




6                        Electric Vehicle Integration Into Modern Power Networks   2010-09-22
    6
7   Electric Vehicle Integration Into Modern Power Networks   2010-09-22
Danish electricity network 2010
                       network-2010

                       HVDC



                                                      HVDC




                                             HVDC

        Denmark-Interconnection to the neighbouring countries


        http://energinet.dk/Flash/Forside/index.html

8                              Electric Vehicle Integration Into Modern Power Networks   2010-09-22
Electricity Market Structure-Denmark
    • Liberalized market and a part of the Nord Pool market
    • Commercial Market: The commercial markets are mainly
      about establishing an energy balance per hour
        – Day ahead (ElSpot) market
        – Hour ahead (Elbas) market
    • Ancillary services: Purchased by the Transmission System
      Operator (TSO) i D
      O                in Denmark i
                                 k i.e., E
                                         Energinet.dk, f
                                              i    dk from
      selected central power plants (with must-produce-
      contracts), to ensure stable and reliable operation of the
      electricity systems
                  systems.




9                              Electric Vehicle Integration Into Modern Power Networks   2010-09-22
Day ahead (ElSpot) market




10              Electric Vehicle Integration Into Modern Power Networks   2010-09-22
11   Electric Vehicle Integration Into Modern Power Networks   2010-09-22
ElSpot DK West 2007
                    1000



                    800




                    600
     D K K /M W h




                    400
                     00




                    200



                      0
                           1   1001   2001   3001          4001           5001         6001          7001       8001
                                                                  Hours

12                                                  Electric Vehicle Integration Into Modern Power Networks   2010-09-22
ElSpot Market
Duration curves showing hourly prices - 2007
D   ti           h  i   h   l    i
                  600



                  500


                  400                                                                                                    West Daytime
  Price DKK/M h
             W




                                                                                                                         West Nighttime
                            Night time                         Day time                                                  East Daytime
                  300
                                                                                                                         East Nighttime
                                                                                                                         Average daytime
                  200                                                                                                    Average Night time


                  100



                   0
                        1     1001       2001   3001   4001         5001       6001        7001        8001
                                                          hours




• A simple time switch:
                  – The owner can save less than 1 DKK per day for a typical Danish driving
                    pattern of 40 km per day (4 - 8 kWh).
• Wi d penetration with up t 50% i average:
  Wind     t ti     ith    to    in
                  – The periods with extreme prices are expected to increase
                  – Only a minor increase is seen on the “normal” price level.
• V2G system controlled by a price signal,
       y                 y p         g   ,
                  – Energy loss of 15%
                  – Compensation 0,15-0,200 DKK/kWh.
 13                                                           Electric Vehicle Integration Into Modern Power Networks   2010-09-22
2 Wind Power in Denmark

Increasing in WP penetration
                                                                        Monthly share of wind power in domestic power consumption
                                                                   70
       50% of consumption
       from environmentally                                        60


       friendly sources in
                              Wind Power / Power Consumption (%)
       2025
                                                                   50



                                                                   40
                                                                                                                                                2006
                                                                                                                                                2025
                                                                   30



                                                                   20



                                                                   10



                                                                    0
                                                                        jan   feb   mar   apr   maj   jun   jul   aug   sep   oct   nov   dec




14-09-10                                                                                                                                         Side 4
2 Wind Power in Denmark

Consequence of increasing WP penetration
     Increasing in reserve
     requirements
•    Fall in WP prices
•    Heavy loaded TL which
     connected DK with
     neighbour countries
•    Exporting of expensive
     WP with cheap prices




14-09-10                                   Side 5
2 Wind Power in Denmark

Consequence of increasing WP penetration
•    Increasing in reserve
     requirements
     Fall in WP prices
•    Heavy loaded TL which
     connected DK with
     neighbor countries
•    Exporting of expensive
     WP with cheap prices




14-09-10                                   Side 6
2 Wind Power in Denmark

Consequence of increasing WP penetration
•    Increasing in reserve
     requirements
•    Fall in WP prices
     Heavy loaded TL which
     connected DK with
     neighbor countries
•    Exporting of expensive
     WP with cheap prices




14-09-10                                   Side 7
2 Wind Power in Denmark

Consequence of increasing WP penetration
•    Increasing in reserve            5000,0
                                                                                          neighbour

     requirements                     4000,0
                                                                                          Ther.P ro
                                                                                          wind
                                                                                          cons.
•    Fall in WP prices                3000,0                                              Re g.


•    Heavy loaded TL which            2000,0




                              MWh/h
     connected DK with                1000,0

     neighbor countries                  0,0

     Exporting of expensive           -1000,0

     WP with cheap prices             -2000,0
                                                1   101   201   301     401   501   601      701
                                                                      Hours




14-09-10                                                                                    Side 8
3 Storage as a solution



     Store the surplus WP
     production

•    Feed the system with
     power when required




14-09-10                    Side 9
3 Storage as a solution


●    Store the surplus WP
     production

     Feed the system with
     power when required




14-09-10                    Side 10
4 EVs as a suitable solution



     Types:
           PHEV & Pure EV


     Share of market:
           Gradually change
           (10% in 2022)
           Radical change




14-09-10                       Side 11
4 EVs as a suitable solution

Limitations
     EV
            Composition of the fleet
            Availability of the fleet
                Number
                Time
                Capacity
     Charging facilites
     Grid




14-09-10                                Side 12
4 EVs as a suitable solution

Energy capacity
     Up Reg. > Down Reg.




14-09-10                       Side 13
4 EVs as a suitable solution

Denmark typically
El-consumption




14-09-10                       Side 14
4 EVs as a suitable solution

Improving the system
     More stabil system

     Reduce bottleneck
     situations

     Better WP prices

     Cheap & stabil power
     source




14-09-10                       Side 15
5 EVs to support WP

Reducing Forecast Error
     200,000 EV to cover East or West Denmark

     Reducing Regulating power purchased by the TSO

     WP can provide regulating power




14-09-10                                              Side 16
5 EVs to support WP

Example 1: Horns Rev wind farm
     20,000 EV to eliminate both
     fluctuation and forecast error

Results
     Stabil production
     More efficient use of
     wind power resources
     Ability to provide up &
     down Regulating with
     competitive prices




14-09-10                              Side 17
5 EVs to support WP

Example 2: West Denmark Area
     200,000 EVs to eliminate forecast error

     100,000 EVs ~ 95% at hours                              100


                                                             80

                                                                                                                          S et 1




                                     % hours to be covered
                                                             60
                                                                                                                          S et 2
                                                                                                                          S et 3
                                                             40
                                                                                                                          S et 4

                                                             20


                                                              0
                                                                   0   20   40   60      80    100 120 140 160 180 200
                                                                                      N u m b e r o f EV s *1 0 0 0




14-09-10                                                                                                                 Side 18
6 EVs and WP together as Reg. power provider

Horns Rev & EVs
     100,000 EV ~ 100%
     of Reg. in West DK




14-09-10                                  Side 19
Conclusion

• EV’s will play an interesting role in a future power system caused by the
  EV s
  battery power storage provided in the power system, i.e.V2G .
• An intelligent architecture is needed for control of charging, G2V and V2G
  system services.
• Day ahead Market: Small economical benefits using the car as a flexible
  load
• Ancillary services: significant payment can be expected from the TSO. An
  intelligent systems for providing ancillary services must be developed.
         g     y          p        g         y                        p
• New providers of ancillary services will increase the competition in a
  profitably market causing expectations to a decrease in prices.
• Considerably more vehicles are needed to offer down regulation
  (charging) compared to up regulation (V2G) because batteries will
                                           (V2G),
  normally be higher charged and discharged.




14                                Electric Vehicle Integration Into Modern Power Networks   2010-09-22
Thank You




14-09-10               Side 20

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E. Larsen, "Efficient integration of EVs with wind power production," in Efficient integration of EVs with wind power production, DTU, Copenhagen, 2010

  • 1. Efficient integration of EVs with wind power production Esben Larsen Ali Adel Mahmoud Assoc. Prof. M. Sc. EE CET, DTU Electro CET, DTU Electro
  • 2. Content 1. Wind Power and Power Markets in Denmark 3. Storage as a solution 4. EVs as a suitable solution 5. EVs to support WP 6. 6 EVs and WP t EV d together as R th Reg.power provider id 2 Electric Vehicle Integration Into Modern Power Networks 2010-09-22
  • 3. Danish Energy Policy Doubling of wind power capacity 50% renewables in the power sector i 2025 3 Electric Vehicle Integration Into Modern Power Networks 2010-09-22 Workshop on transport
  • 4. 2 Wind Power in Denmark Increasing in WP penetration 4 Electric Vehicle Integration Into Modern Power Networks 2010-09-22
  • 5. Bound Production and Consumption Two days in J T d i January, 2003 MW © Eltra amba Bound production 4000 Consumption Primary CHP 3000 Local CHP 2000 1000 Wind power 0 15.01 16.01 17.01 5 Electric Vehicle Integration Into Modern Power Networks 2010-09-22 5
  • 6. Danish electricity system operation-2007 Electricity consumption and production details 2007 DK West DK East Electricity 21.6 TWh 14.5 TWh consumption Electricity 23.4 TWh 13.7 TWh production Local CHP 21.0% 15.3% wind 23.8% 23 8% 11.8% 11 8% 6 Electric Vehicle Integration Into Modern Power Networks 2010-09-22 6
  • 7. 7 Electric Vehicle Integration Into Modern Power Networks 2010-09-22
  • 8. Danish electricity network 2010 network-2010 HVDC HVDC HVDC Denmark-Interconnection to the neighbouring countries http://energinet.dk/Flash/Forside/index.html 8 Electric Vehicle Integration Into Modern Power Networks 2010-09-22
  • 9. Electricity Market Structure-Denmark • Liberalized market and a part of the Nord Pool market • Commercial Market: The commercial markets are mainly about establishing an energy balance per hour – Day ahead (ElSpot) market – Hour ahead (Elbas) market • Ancillary services: Purchased by the Transmission System Operator (TSO) i D O in Denmark i k i.e., E Energinet.dk, f i dk from selected central power plants (with must-produce- contracts), to ensure stable and reliable operation of the electricity systems systems. 9 Electric Vehicle Integration Into Modern Power Networks 2010-09-22
  • 10. Day ahead (ElSpot) market 10 Electric Vehicle Integration Into Modern Power Networks 2010-09-22
  • 11. 11 Electric Vehicle Integration Into Modern Power Networks 2010-09-22
  • 12. ElSpot DK West 2007 1000 800 600 D K K /M W h 400 00 200 0 1 1001 2001 3001 4001 5001 6001 7001 8001 Hours 12 Electric Vehicle Integration Into Modern Power Networks 2010-09-22
  • 13. ElSpot Market Duration curves showing hourly prices - 2007 D ti h i h l i 600 500 400 West Daytime Price DKK/M h W West Nighttime Night time Day time East Daytime 300 East Nighttime Average daytime 200 Average Night time 100 0 1 1001 2001 3001 4001 5001 6001 7001 8001 hours • A simple time switch: – The owner can save less than 1 DKK per day for a typical Danish driving pattern of 40 km per day (4 - 8 kWh). • Wi d penetration with up t 50% i average: Wind t ti ith to in – The periods with extreme prices are expected to increase – Only a minor increase is seen on the “normal” price level. • V2G system controlled by a price signal, y y p g , – Energy loss of 15% – Compensation 0,15-0,200 DKK/kWh. 13 Electric Vehicle Integration Into Modern Power Networks 2010-09-22
  • 14. 2 Wind Power in Denmark Increasing in WP penetration Monthly share of wind power in domestic power consumption 70 50% of consumption from environmentally 60 friendly sources in Wind Power / Power Consumption (%) 2025 50 40 2006 2025 30 20 10 0 jan feb mar apr maj jun jul aug sep oct nov dec 14-09-10 Side 4
  • 15. 2 Wind Power in Denmark Consequence of increasing WP penetration Increasing in reserve requirements • Fall in WP prices • Heavy loaded TL which connected DK with neighbour countries • Exporting of expensive WP with cheap prices 14-09-10 Side 5
  • 16. 2 Wind Power in Denmark Consequence of increasing WP penetration • Increasing in reserve requirements Fall in WP prices • Heavy loaded TL which connected DK with neighbor countries • Exporting of expensive WP with cheap prices 14-09-10 Side 6
  • 17. 2 Wind Power in Denmark Consequence of increasing WP penetration • Increasing in reserve requirements • Fall in WP prices Heavy loaded TL which connected DK with neighbor countries • Exporting of expensive WP with cheap prices 14-09-10 Side 7
  • 18. 2 Wind Power in Denmark Consequence of increasing WP penetration • Increasing in reserve 5000,0 neighbour requirements 4000,0 Ther.P ro wind cons. • Fall in WP prices 3000,0 Re g. • Heavy loaded TL which 2000,0 MWh/h connected DK with 1000,0 neighbor countries 0,0 Exporting of expensive -1000,0 WP with cheap prices -2000,0 1 101 201 301 401 501 601 701 Hours 14-09-10 Side 8
  • 19. 3 Storage as a solution Store the surplus WP production • Feed the system with power when required 14-09-10 Side 9
  • 20. 3 Storage as a solution ● Store the surplus WP production Feed the system with power when required 14-09-10 Side 10
  • 21. 4 EVs as a suitable solution Types: PHEV & Pure EV Share of market: Gradually change (10% in 2022) Radical change 14-09-10 Side 11
  • 22. 4 EVs as a suitable solution Limitations EV Composition of the fleet Availability of the fleet Number Time Capacity Charging facilites Grid 14-09-10 Side 12
  • 23. 4 EVs as a suitable solution Energy capacity Up Reg. > Down Reg. 14-09-10 Side 13
  • 24. 4 EVs as a suitable solution Denmark typically El-consumption 14-09-10 Side 14
  • 25. 4 EVs as a suitable solution Improving the system More stabil system Reduce bottleneck situations Better WP prices Cheap & stabil power source 14-09-10 Side 15
  • 26. 5 EVs to support WP Reducing Forecast Error 200,000 EV to cover East or West Denmark Reducing Regulating power purchased by the TSO WP can provide regulating power 14-09-10 Side 16
  • 27. 5 EVs to support WP Example 1: Horns Rev wind farm 20,000 EV to eliminate both fluctuation and forecast error Results Stabil production More efficient use of wind power resources Ability to provide up & down Regulating with competitive prices 14-09-10 Side 17
  • 28. 5 EVs to support WP Example 2: West Denmark Area 200,000 EVs to eliminate forecast error 100,000 EVs ~ 95% at hours 100 80 S et 1 % hours to be covered 60 S et 2 S et 3 40 S et 4 20 0 0 20 40 60 80 100 120 140 160 180 200 N u m b e r o f EV s *1 0 0 0 14-09-10 Side 18
  • 29. 6 EVs and WP together as Reg. power provider Horns Rev & EVs 100,000 EV ~ 100% of Reg. in West DK 14-09-10 Side 19
  • 30. Conclusion • EV’s will play an interesting role in a future power system caused by the EV s battery power storage provided in the power system, i.e.V2G . • An intelligent architecture is needed for control of charging, G2V and V2G system services. • Day ahead Market: Small economical benefits using the car as a flexible load • Ancillary services: significant payment can be expected from the TSO. An intelligent systems for providing ancillary services must be developed. g y p g y p • New providers of ancillary services will increase the competition in a profitably market causing expectations to a decrease in prices. • Considerably more vehicles are needed to offer down regulation (charging) compared to up regulation (V2G) because batteries will (V2G), normally be higher charged and discharged. 14 Electric Vehicle Integration Into Modern Power Networks 2010-09-22