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Energy Economics

Ee w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

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Page 1: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Energy Economics

Page 2: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Presentations

Page 3: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Literature

– Taylor, G., Tanton, T. 2012. The hidden cost of wind electricity. American tradition institute. http://www.atinstitute.org/wp-content/uploads/2012/12/Hidden-Cost.pdf

– Hirth, L. 2013. The optimal share of variable renewables. How the variabiity of wind and solar power affects their welfare-optimizing deployment. FEEM Working Paper 90.2013. http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2351754

– Kirchen. Chapter 1

Page 4: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• How expensive are renewables after all?

Page 5: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

The technology behind crystalline silicon solar cells has profited from extensive developments in the multi-billion-dollar microelectronics industry.

About 20 years ago, a kilowatt of solar energy cost about 50 euro cents ($0.69) to produce, today in Germany it's about 10 euro cents - while in sunny regions it's between 5 and 8 euro cents.

So worldwide, we're totally competitive with, and often even cheaper than, fossil fuels.

http://www.dw.de/at-the-floodgates-of-a-solar-energy-boom/a-17259267

Professor Eicke R. Weber is the Director of the Fraunhofer Institute for Solar Energy Systems ISE and professor of physics/solar energy at the Department of Mathematics and Physics and the Department of Engineering respectively at the University of Freiburg, Germany.

http://www.ise.fraunhofer.de/en/about-us/director-and-division-directors/prof.-eicke-weber

Can this be true?

Why give subsidies still?

Page 6: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• http://www.cityam.com/article/1392944530/how-free-markets-are-making-solar-energy-feasible-without-subsidies

Page 7: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

http://cleantechnica.com/2013/12/16/solar-gird-parity-infographic-important-addendum/

Page 8: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

http://solarcellcentral.com/cost_page.html

Page 9: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

2013

€1-2/W

Capital costs of PV have fallen with 85%-90% since 1998

(from $12 -> $1-2 per Wpc)

Page 10: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling
Page 11: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

http://www.ise.fraunhofer.de/en/publications/veroeffentlichungen-pdf-dateien-en/studien-und-konzeptpapiere/study-levelized-cost-of-electricity-renewable-energies.pdf/view

Page 12: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Refinements:1. Explicitly model intermittent (solar+wind) +

backup2. Model the value of electricity produced by

intermittent generation

Page 13: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

1. Explicitly model intermittent (solar+wind) + backup

Page 14: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Wind and solar should better be seen as:– Wind and solar + gas backup (round 90%)– Wind and solar + coal backup (round 90%)

Page 15: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Taylor, G., Tanton, T. 2012. The hidden cost of wind electricity. American tradition institute. http://www.atinstitute.org/wp-content/uploads/2012/12/Hidden-Cost.pdf

Page 16: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Source: Energy Information Administration 2012 Annual Energy Outlook

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Page 19: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling
Page 20: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Source: Energy Information Administration 2012 Annual Energy Outlook

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• This report has shown that the cost wind electricity is not approaching parity with conventional sources, and is unlikely to reach parity – unless the price of natural gas, the price of

coal and the capital cost of nuclear facilities were all to increase dramatically.

Page 22: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Study applies to US– 3% of energy generated by wind

• Germany– Has higher wind penetration– 7~8% of energy generated by wind

• What is the effect of an increase in wind penetration on costs?

Page 23: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

2. Model the value of electricity produced by intermittent generation

Page 24: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Hirth, L. 2013. The optimal share of variable renewables. How the variabiity of wind and solar power affects their welfare-optimizing deployment. FEEM Working Paper 90.2013.

http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2351754

Page 25: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling
Page 26: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Levelized costs:

Levelized value:

Where (exact):

Over lead times Over timesOver places

Approximation

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Page 28: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• We define profile costs as the price spread between the load-weighted and wind-weighted day-ahead electricity price for all hours during one year. Profile costs arise because of two reasons. On the one hand, demand and VRE generation are often (positively or negatively) correlated. A positive correlation, for example the seasonal correlation of winds with demand in Western Europe, increases the value of wind power, leading to negative profile costs.

• On the other hand, at significant installed capacity, wind “cannibalizes” itself because the extra electricity supply depresses the market price whenever wind is blowing. In other words, the price for electricity is low during windy hours when most wind power is generated. Fundamentally, profile costs exist because electricity storage is costly, recall physical constraint i). A discussion of profile costs and quantitative estimates are provided by Lamont (2008), Borenstein (2008), Joskow (2011), Mills & Wiser (2012), Nicolosi (2012), Hirth (2013), and Schmalensee (2013).

Page 29: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• wind “cannibalizes” itself because the extra electricity supply depresses the market price whenever wind is blowing

Page 30: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Remember how wind was cannabalized in the model of lecture W07.2F

Page 31: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Profile cost: wind produces most when the price is low

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• Profile cost: wind produces most when the price is low• Balancing cost: forecasting errors

– wind produces is “out-of-balance”, produces more or less than promised

– Cycling costs of plants

Page 35: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Profile cost: wind produces most when the price is low• Balancing cost: forecasting errors

– wind produces is “out-of-balance”, produces more or less than promised– Cycling costs of plants

Page 36: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

European ClimateFoundation 2050:

• Increase from 34 GW to 127 GW

• 400% increase

The future of the EU transmission network

Authors wont model the losses due to location (grid costs) were not modeled

Page 37: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Profile cost: wind produces most when the price is low• Balancing cost: forecasting errors

– wind produces is “out-of-balance”, produces more or less than promised– Cycling costs of plants

• Grid costs: wind produces far away from demand– Cost of additional transmission

Page 38: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Cost change with penetration (cannabilization effect)

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• So far are theoretical models, what do the numbers tell us?– Use of a dispatch model, feeding realistic data– Northwestern Europe: Germany, Belgium,

Poland, The Netherlands, and France

Page 42: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

3% 20%

Wind

Page 43: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Wind

Page 44: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

If wind blew constantly

If wind was variable but perfectly predictable

True situation

Note that losses due to location (grid costs) were not modeled

LCoE use the simplification that wind blows constantly.

This simplification seems to explains the wide gap in the debate on the usefulness of wind.

Page 45: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Assuming 30% fall in wind cost wrt today

Page 46: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• What is remarkable about this curve?• Optimal wind share with doubling of:

– Coal price -> increases– Gas price -> decreases

Page 47: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Doubling coal prices -> optimal wind up by 5% points

• Halving gas prices (“shale gas”) -> optimal wind down

• Doubling gas prices -> optimal wind down.

Page 48: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Doubling coal prices -> optimal wind up by 5% pointsfive percentage points (Figure 17).

• Lowering gas prices by half (“shale gas”) has a similarly expected effect,dramatically lowering optimal wind deployment.

• Surprisingly however, doubling gas prices reduces the optimal wind share.– As in the case of CO2 pricing, the reason for this

seemingly counterintuitive result can be found in the capital stock response to the price shock. Higher gas prices induce investments in hard coal, which has lower variable costs, reducing the value of wind power and its optimal deployment.

Page 49: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Solar

• Even at 60% cost reduction, the optimal solar share is below 4% in all but very few cases.

• Reason: the marginal value of solar power drops steeply with penetration,

– Even more so than wind. Why?

– Because solar radiation is concentrated in few hours

• In line with earlier studies (Nicolosi 2012, Mills & Wiser 2012, Hirth 2013).

Now: €1-2/W

Hirth + 60% cost reduction:€0.6/WHirth uses€1.6/W

Page 50: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

2013

€1-2/W

Page 51: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

http://www.bp.com/en/global/corporate/about-bp/energy-economics/statistical-review-of-world-energy-2013.html

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Page 54: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Energy revolutions

Page 55: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

http://vaclavsmil.com/wp-content/uploads/scientificamerican0114-52.pdf

Page 56: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Coal supplies more than 5 percent of energy– 1840

• fossil fuels (coal) surpasses use of biomass (wood and charcoal)– 1885 USA– 1875 France– 1901 Japan – 1930 U.S.S.R– 1965 China – 1970 India

Page 57: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Oil supplies more than 5 percent of energy– 1915

• Oil surpasses use coal– 1964

Page 58: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Organization of electricity markets

Page 59: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Organization of electricity markets1. Liberalization2. Transmission pricing (Nodal versus Zonal)

Page 60: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Organization of electricity markets1. Liberalization

Kirchen. Chapter 1

Page 61: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling
Page 62: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Allow Independent Power Producers (IPP)(US: PURPA law 1978)

Page 63: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling
Page 64: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Add wholesale competition

Page 65: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Add retail competition

Close to the present model in EU

(but wholesale market and transmission system are separate)

Page 66: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Unbundling was a process over several years

S. van Koten, A. Ortmann / Energy Economics 30 (2008) 3128–3140

Page 67: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling
Page 68: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling
Page 69: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Unbundling was a process over several years

S. van Koten, A. Ortmann / Energy Economics 30 (2008) 3128–3140

Page 70: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Unbundling was a process over several years

S. van Koten, A. Ortmann / Energy Economics 30 (2008) 3128–3140http://www.cerge-ei.cz/pdf/pb/PB13.pdf

Page 71: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Organization of electricity markets1. Liberalization2. Transmission pricing

Page 72: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Nodal and zonal dispatch in meshed networks

• Peak-load pricing

Page 73: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

900MW@20$/MWh

800MW@50$/MWh

900MW@20$/MWh

800MW@50$/MWh

Nodal pricing Zonal pricing

A B

400MW 300MW 400MW 300MW

A B

Page 74: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

A B

900MW@20$/MWh

+ @35$/MWh- (@-10$/MWh

400MW 300MW@20$/MWh @20$/MWh

300MW400MW 300MW

@20$/MWh @20$/MWh

300MW

Nodal pricing Zonal pricing

800MW@50$/MWh

+ @70$/MWh- (@-20$/MWh

A B

Bids for ancillary market (balancing market)

900MW@20$/MWh

+ @35$/MWh- (@-10$/MWh

800MW@50$/MWh

+ @70$/MWh- (@-20$/MWh

Page 75: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

A B

900MW@20$/MWh

+ @35$/MWh- (@-10$/MWh

400MW 300MW@20$/MWh @50$/MWh

200MW400MW 300MW

@20$/MWh @20$/MWh

300MW

Nodal pricing Zonal pricing

800MW@50$/MWh

+ @70$/MWh- (@-20$/MWh

A B

900MW@20$/MWh

+ @35$/MWh- (@-10$/MWh

800MW@50$/MWh

+ @70$/MWh- (@-20$/MWh

Max: 200MWMax: 200MW

@30$/MWh

Price of transmission?

20

50

900 1700700

1st dispatch

Page 76: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

A B

900MW@20$/MWh

+ @35$/MWh- (@-10$/MWh

400MW 300MW@20$/MWh @50$/MWh

200MW400MW 300MW

@20$/MWh @20$/MWh

200MW

Nodal pricing Zonal pricing

800MW@50$/MWh

+ @70$/MWh- (@-20$/MWh

A B

900MW@20$/MWh

+ @35$/MWh- (@-10$/MWh

800MW@50$/MWh

+ @70$/MWh- (@-20$/MWh

Max: 200MWMax: 200MW

@30$/MWh

Price of transmission?

20

50

900 1700700

-100MW @-10$= +10.000$

+100MW @70$= -80.000$

Cost of 70.000

1st dispatch

2nd dispatch

Page 77: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

A B

900MW@20$/MWh

+ @35$/MWh- (@-10$/MWh

400MW 300MW@20$/MWh @50$/MWh

200MW400MW 300MW

@30$/MWh @30$/MWh

200MW

Nodal pricing Zonal pricing

800MW@50$/MWh

+ @70$/MWh- (@-20$/MWh

A B

900MW@20$/MWh

+ @35$/MWh- (@-10$/MWh

800MW@50$/MWh

+ @70$/MWh- (@-20$/MWh

Max: 200MWMax: 200MW

@30$/MWh

Price of transmission?

20

50

900 1700700

2nd dispatch

-100MW @-10$= +10.000$

+100MW @70$= -80.000$

1st dispatch

Page 78: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

40MW

A B

40MW

Limit: 50MW

Limit: 50MW

Net Withdraw: 80MW

Net Injection:80MW

Page 79: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

3 node network

Page 80: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

A

B

Injection: 120MW

СDemand: 120MW

Withdrawal: 120MW70$/MWh

40MW80MW

40MW

Marginal Cost?

Dispatch with 3 nodes

30$/MWh

30$/MWh

Page 81: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

A

B

Injection: 120MW

СDemand: 120MW

Withdrawal: 120MW70$/MWh

40MW80MW

40MW

Dispatch with 3 nodes

30$/MWh

Limit: 500MWLimit: 20MW

Limits

Page 82: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Demand: 120MWWithdrawal: 120MW

A

B

Injection: 120MW

С

Limit: 500MWLimit: 20MW

40MW80MW

40MW

Injection: 60MW

20MW

20MW

60MW30$/MWh 60MWh is shed!

Solution 1?: lower injection

40MW

70$/MWh

30$/MWhLimits

Page 83: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Demand: 120MWWithdrawal: 120MW

A: 40MW

A

B

Injection: 120MW30$/MWh

С

Limit: 500MWLimit: 20MW

70$/MWh

A: 80MW

A: 40MW

Solution 2?: Add counter flow

Inject 60 MW

B: 20MWB: 2

0MW

B: 40MW180MW

A NET: 20MW

Limits

Page 84: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

A: 40MW

A

B

Injection: 120MW30$/MWh

С

Limit: 500MWLimit: 20MW

70$/MWh

A: 80MW

A: 40MW

Solution 3: Counter flow & proportional downturning

Inject 60 MW

B: 20MWB: 2

0MW

B: 40MW

Injection: 80MW30$/MWh

A: 53.33 M

W A: 26.67 MW

A: 26.67 MW

Inject 40 MW

B: 13.33 MW

B: 13.3

3 MW

B: 26.67 MWDemand: 120MW

Withdrawal: 180MW120MW

Page 85: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Up till 60MW from A no problem

Page 86: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

A

B

Injection: 60MW30$/MWh

С

Limit: 500MWLimit: 20MW

70$/MWh

A:20MWA:40MW

A: 20MW

Limits

Demand: 120MWWithdrawal: 60MW

Page 87: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

A: +⅓ MW

A: 20MW

A

B

Injection: 60MW30$/MWh

С

Limit: 500MWLimit: 20MW

70$/MWh

A: 40MW

A: 20MW

Limits+1 MW

B: + ⅓ MW

+1 MWDemand: 120MW

Withdrawal: 60MW

Page 88: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

A:+10 MW

A: 20MW

A

B

Injection: 60MW30$/MWh

С

Limit: 500MWLimit: 20MW

A: 40MW

A: 20MW

Limits+30 MW

B: +10 MW

+30 MW70$/MWhDemand: 120MW

Withdrawal: 60MW

A: 30MW

A: 60MW

B: 20MW

B: 10MW

90MW120MWMarginal Cost? 50$/MWh

Page 89: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• When– A can inject maximally 90MW? – And B increases demand with 10MW

• what is then the MC and AC?

Page 90: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

• Nodal & Zonal• Peak-load pricing

Page 91: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Peak-load pricingExample: Transmission interconnector line

ST-MC

Off-peak

Peak

LT-MCPpeak

POff-peak=0

91

Page 92: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Peak-load pricingGives clear economic signals!

ST-MC

Off-peak

Peak

LT-MCPpeak

POff-peak=0

92

ST-MC

Off-peak

Peak

LT-MC

Ppeak

POff-peak=0

Invest in expansion of transmission capacity on the line

Do not invest in expansion

(wait or even remove a line)

Page 93: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Zonal pricing -> averaging

(EU)

Nodal pricing (also Locational Marginal Pricing) -> peak-load pricing

(USA)

Page 94: Ee  w09.1 m_ organization of electricity markets_ liberalisation, competition, nodal and zonal, coupling

Peak-load pricingExample: Transmission interconnector line

ST-MC

Off-peak

Peak

LT-MC

POff-peak

Ppeak

PAVERAGE

94