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Ee w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

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1 2. Why coal rather than (new) gas generatiors? 1.Why a diversity of generation types? 3. Negative prices? Different fixed & variable cost profiles x variability in demand
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Page 1: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

1

2. Why coal rather than (new) gas

generatiors?

1.Why a diversity of generation

types?

3. Negative prices?

Different fixed & variable cost

profiles x

variability in demand

Page 2: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

2

Previous lecture

Page 3: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

9 12 15 170 24

1

2

3

TIME

Daily Demand in MW Load Curve

Page 4: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

Daily variations (UK)

Page 5: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

DURATION (%)100500

1

2

3

9 12 15 170 24

1

2

3

TIME

Daily Demand in MW

Daily Demand in MW

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Load Curve

Page 6: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

DURATION (%)100500

9 12 15 170 24 TIME

1

2

3

1

2

3

Daily Demand in MW

Daily Demand in MW

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Load Curve

FIND THE MISTAKE!!!

Page 7: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

DURATION (%)100500

9 12 15 170 24 TIME

1

2

3

1

2

3

Daily Demand in MW

Daily Demand in MW

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Load Curve

33.3

Page 8: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

DURATION (%)100500

9 12 15 170 24 TIME

1

2

3

1

2

3

Daily Demand in MW

Daily Demand in MW

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Load Curve

33.3

A bit a difficult load-duration curve (and also

quite a-typical)

Page 9: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

DURATION (%)100500

9 12 15 170 24 TIME

1

2

3

1

2

3

Daily Demand in MW

Daily Demand in MW

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Load Curve

How to get this more typical,

nicer LD curve?

Page 10: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

DURATION (%)100500

1

2

3

9 12 15 170 24

1

2

3

TIME

Daily Demand in MW

Daily Demand in MW

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Load Curve

Page 11: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

DURATION (%)100500

9 12 15 170 24 TIME

1

2

3

1

2

3

Daily Demand in MW

Daily Demand in MW

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Load Curve

Page 12: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

DURATION (%)100500

1

2

3

Fixed cost per MWh

Variable cost per MWh

Baseload 40 0

Peaker 10 50

Daily Demand in MW D=3-2* Duration

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Technology Costs Table

Page 13: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

0

60

40

Capacity factor

Baseload

Peaker

100%60%

10

(=8760 hours/year)

Fixed cost per MWh

Variable cost per MWh

Baseload 40 0

Peaker 10 50

0%

Cost/MWhScreening curve

(Capacity-cost based)

Technology Costs Table

Page 14: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

Screening curve(Capacity-cost based)

Screening curve(Energy-cost based)

Page 15: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

0

60

40

Capacity factor

Baseload

Peaker

100%60%

10

(=8760 hours/year)

Fixed cost per MWh

Variable cost per MWh

Baseload 40 0

Peaker 10 50

0%

Cost/MWh

Use baseload when capacity factor > 60%

Use peakers when capacity factor < 60%

Screening curve(Capacity-cost based)

Technology Costs Table

Page 16: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

Install baseload when capacity factor > 60%

Install peakers when capacity factor < 60%

0

60

40

Capacity factor

Baseload

Peaker

100%60%

10

DURATION (%)100500

1

2

3

BASELOAD

D=3-2* Duration

1.8

PEAKER

Daily Demand in MW

60

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Screening curve(Capacity-cost based)

Page 17: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

Nuclear

Oil

Old, inefficient plants (old Coal & OCGT)

Gas (CCGT)

Coal

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Page 18: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

18Fixed cost per MWh

Variable cost per MWh

Baseload 40 0

Peaker 10 50

DURATION (%)

100500

1

2

3

Daily Demand in MW

D=3-2* Duration

Load-Duration Curve

Technology Costs Table

Overview newly introduced curves & table

9 12 15 170 24

Daily Demand in

MW

1

2

3

TIME

Load Curve

0

60

40

Capacity factor

Baseload

Peaker

100%60%

10

0%

Cost/MWh

Screening curve(Capacity-cost based)

Page 19: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

19

This lecture

Page 20: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

20

DURATION (%)100500

1

2

3

BASELOAD

D=3-2* Duration

1.8

PEAKER

Daily Demand in MW

S50

0

0 1.81 32

DMAX

P

DMIN

Q

Supply & demand curve

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

MC=0

MC=50

Uniformly distributed

Page 21: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

21

Nuclear Coal Gas Oil Shortage

Exceptionally highVery highModerateLow

Load curve

00 05 07 10 13 15 18 24

Very Low

Low

Moderate

Very high

Exceptionally high

Very LowP

0

20

30

50

P=0

P=20

P=30

P=50 P=CAP

Hours

21

Price is set by the variable costs of the most expensive generator

needed to meet demand

Supply & demand curve

Page 22: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

22

Optimal Dispatch of Peakers &

Missing Money

Page 23: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

23

DURATION (%)100500

1

2

3

BASELOAD

D=3-2* Duration

1.8

PEAKER

S50

0

0 1.81 32

D

P=0

P=50 Fixed cost per MWh

Variable cost per MWh

Baseload 40 0

Peaker 10 5040%

60%

60

Daily Demand in

MW

πPEAKER=…πPEAKER=0 πPEAKER=…πPEAKER=0

P

Q

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Supply & demand curve

Technology Costs Table

Page 24: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

24

D

S

$/MWH

50

0

PCap

Baseload plants (P=MC=0)

40%

Peaker plants(P=MC=50)

60-x%

0 1.81 32

Shortage!!(P=PCap)

x%

PCap =?PCap =VOLL

(Value Of Lost Load)

the “missing money” problemzero-profit condition

Supply & demand curve

Page 25: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

25

S50

0

0 1.81 32

DP

P=0

P=50 Fixed cost per MWh

Variable cost per MWh

Baseload 40 0

Peaker 10 5040%

59.9%

PCAP=10.0500.1%

πPEAKER= 0 πPEAKER= 0 πPEAKER=

≈9hrs/year

zero-profit condition

πPEAKER=0.1% * 10.000= 10

Very high!

Total πPEAKER=0+0+10=10Zero-profit condition

Supply & demand curveTechnology Costs Table

Page 26: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

26

S50

0

0 1.81 32

DP

P=0

P=50 Fixed cost per MWh

Variable cost per MWh

Baseload 40 0

Peaker 10 5040%

59.9%

PCAP=5500.1%

πPEAKER= 0 πPEAKER= 0 πPEAKER=0.001 * 500 = 0.5

Total πPEAKER=0+0+.5 = .5

Zero-profit condition

Supply & demand curveTechnology Costs Table

Page 27: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

27

S50

0

0 1.81 32

DP

P=0

P=50 Fixed cost per MWh

Variable cost per MWh

Baseload 40 0

Peaker 10 5040%

58%

PCAP=5502%

πPEAKER= 0 πPEAKER= 0 πPEAKER=0.02 * 500= 10 Total πPEAKER=0+0+10=10Zero-profit condition

Supply & demand curveTechnology Costs Table

Page 28: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

28

S50

0

0 1.81 32

DP

P=0

P=50 Fixed cost per MWh

Variable cost per MWh

Baseload 40 0

Peaker 10 5040%

58%

PCAP=5502%

πPEAKER= 0 πPEAKER= 0 πPEAKER=0.02 * 500= 10

πBASE= 0 πBASE=0.58* 50 = 29

πBASE=0.02 * 550 = 11

Total πBASE=29+11 = 40

Zero-profit condition

Total πPEAKER=0+0+10=10Zero-profit condition

Supply & demand curveTechnology Costs Table

Page 29: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

29

S50

0

0 1.81 32

DP

P=0

P=50 Fixed cost per MWh

Variable cost per MWh

Baseload 40 0

Peaker 10 5040%

58%

PCAP=5502%

πPEAKER= 0 πPEAKER= 0 πPEAKER=0.02 * 500= 10

πBASE= 0 πBASE=0.58* 50= 29

πBASE=0.02 * 550= 11

P¯=P¯=0.4* 0 + 0.58* 50 + 0.02 + 550=

≈180 hrs/year

P¯=0.4* 0 + 0.58* 50 + 0.02 + 550= 0 + 29 + 11 = 40

Total πPEAKER=0+0+10=10Zero-profit condition

Total πBASE=29+11=40Zero-profit condition

Supply & demand curveTechnology Costs Table

Page 30: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

30

S50

0

0 1.81 32

DP

P=0

P=50 Fixed cost per MWh

Variable cost per MWh

Baseload 40 0

Peaker 10 5040%

60%-x

PCAP

Total πPEAKER=0+0+10=10πPEAKER= 0 πPEAKER= 0 πPEAKER=x * (PCAP – MCPeaker) =

10

Peaker

10

CAP

xP MC

Peaker

PeakerCAP

FCxP MC

Zero-profit condition

Supply & demand curveTechnology Costs Table

Page 31: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

31

S50

0

0 1.81 32

DP

P=0

P=50 Fixed cost per MWh

Variable cost per MWh

Baseload 40 0

Peaker 10 5040%

58%

P=5502%

DURATION (%)100500

1

2

3

BASELOAD

D=3-2* Duration

1.8

PEAKER

60

Daily Demand in

MW

2

Shortage ≈180 hrs/year

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Supply & demand curve Technology Costs Table

Page 32: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

32

BASELOAD

PEAKER

Page 33: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

33

Price spike

Can be distinguished from market abuse?

Page 34: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

34

What can we do about price-spikes?

- Lower the price-cap- Then we have lower but more frequent spikes

- Capacity payments

Page 35: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

35

Page 36: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

36

0 .2 0 .4 0 .6 0 .8 1 .0p r o b a b i l l i t y

2

4

6

d e m a n d

0 .2 0 .4 0 .6 0 .8 1 .0p r o b a b i l l i t y

2

4

6

d e m a n d

x~N(1,0.05)

x~N(1,0.1)

x=1

Each level * x

0 .2 0 .4 0 .6 0 .8 1 .0p r o b a b illity

2

4

6

d e m a n d

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Page 37: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

370 .2 0 .4 0 .6 0 .8 1 .0

p ro b ab illity

2

4

6

d em an d

N: 1 unit

C: 1.8 unit

G: 0.2 unit

O: 2.2 unitTotal installed: 5.2 unit

Pr[D>5.2] =

= Pr[5x>5.2]

= Pr[x>(5.2/5)]

= Pr[x>(1.04]

≈ 21%

Daily Load-Duration Curve:Duration[y] = Pr[Demand > y]

Page 38: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

Is the “energy-only” model valid?

Page 39: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

39

Source: ERUJiří Krejsa

Yearly Load-Duration Curve:Duration[y] = Pr[Demand > y]

Page 40: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

Installed power capacity 2011 (MW)Steam 10787,5 53,27%Nuclear 3970 19,60%PV 1971 9,73%Pumped-storage 1146,5 5,66%Hydro 1054,6 5,21%Gas 1101,7 5,44%Wind 218,9 1,08%Total 20250,2 100,00%

Source: ERU Jiří Krejsa

About 2x more capacity than peak demand!!!

Page 41: Ee  w05.1 m_ 2. electricity generation _ part 4 (generation technologies)

• Remains of the good old times of electricity being run as state-owned Vertically Integrated Utilities (VIUs) (up to 2000)– Civil engineers “gold-plate” the system: excess generation

reserves for “just-in-case” disregarding the costs– Prices calculated as average costs + an uplift for capital expenses

• 1990-2000: Onset of liberalization, privatization and competition – Prices are marginal prices– Due to the excess capacity they are relatively low– Thus: no investment in new capacity

• Now: “sweating” the assets

Source: Helm, D. 2005. The assessment: the new energy paradigm. Oxford review of economic policy, vol. 21, no. 1


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