20
www.nhh.no October 10th, 2011 Johannes Mauritzen, [email protected] NHH Norwegian School of Economics, Bergen And Institute for Industrial Economics (IFN), Stockholm The Decision to Scrap a Wind Turbine Opportunity Cost, Timing and Policy

October 10th, 2011

  • Upload
    effie

  • View
    40

  • Download
    0

Embed Size (px)

DESCRIPTION

The Decision to Scrap a Wind Turbine. Opportunity Cost, Timing and Policy. Johannes Mauritzen, [email protected] NHH Norwegian School of Economics, Bergen And Institute for Industrial Economics (IFN), Stockholm. October 10th, 2011. Data and Methodology. - PowerPoint PPT Presentation

Citation preview

Page 1: October 10th, 2011

www.nhh.no

October 10th, 2011

Johannes Mauritzen, [email protected] Norwegian School of Economics, Bergen

And

Institute for Industrial Economics (IFN), Stockholm

The Decision to Scrap a Wind TurbineOpportunity Cost, Timing and Policy

Page 2: October 10th, 2011

Data and Methodology• Main Data set from Danish Transimission Operator, Energinett

• Date of Installation and ”Decomission”• Coordinates• Principality• Capacity, Tower Height, Rotor Diameter, Manufacturer

• Duration Models• Kaplan Meier non-parametric estimation• Cox semi-parametric regression model

• Identification• Semi-Instrumental Variables• Semi- (regression) discontinuity• Proportional Hazards Assumption

Page 3: October 10th, 2011

Total Wind Power Capacity in Denmark

Page 4: October 10th, 2011

16.05.11 Fornavn Etternavn, [email protected]

Total Wind Power Capacity in Denmark

Page 5: October 10th, 2011

Tariff for Wind Power

16.05.11 Fornavn Etternavn, [email protected] 5

Page 6: October 10th, 2011

Scrapped Turbines per Month

Page 7: October 10th, 2011

16.05.11 Fornavn Etternavn, [email protected]

Scrappage Policies• April 1st, 2001 – January 1st, 2004

• Retroactive to 1999• Max capacity of 150 kW• Subsidy of .17 DKK/kWh

• 3x scrapped value <100kW• 2x scrapped value >100, <150

• December 15th, 2004• Max capacity of 450 kW• Subsidy of .12 DKK/kWh

• 2x scrapped capacity• limited to 12,000 FLH, max of .48 DKK total tariff• February 21, 2008 – extra .08 DKK/kWh hour added

Page 8: October 10th, 2011

Kaplan Meier Survivor Function Estimate

Page 9: October 10th, 2011

16.05.11 Fornavn Etternavn, [email protected]

Kaplan Meier Survivor Function Estimate

Page 10: October 10th, 2011

Kaplan-Meier Survival Estimates (100-200 kW)

Page 11: October 10th, 2011

Kaplan-Meier Survival Estimates (400-500 kW)

Page 12: October 10th, 2011

16.05.11 Fornavn Etternavn, [email protected]

Turbine Scrappage Hazard: Cox Regression

Page 13: October 10th, 2011

16.05.11 Fornavn Etternavn, [email protected]

Page 14: October 10th, 2011

Turbine Scrappage Hazard: Cox Regression

Page 15: October 10th, 2011

Turbine Efficiency Indicator

Page 16: October 10th, 2011

16.05.11 Fornavn Etternavn, [email protected]

Page 17: October 10th, 2011

16.05.11 Fornavn Etternavn, [email protected]

Page 18: October 10th, 2011
Page 19: October 10th, 2011

16.05.11 Fornavn Etternavn, [email protected]

Page 20: October 10th, 2011

Conclusion and Discussion