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Estimation of Dose-response relationship for CO2 Emissions. Comparison of Environmental cost of CO2 emissions using NPV and EIRR criterion.
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ENVIRONMENTAL ASSESSMENT OF SWITCHING TO RENEWABLE ENERGY SOURCES
Saad Sarfraz
Definitions Renewable Energy
Derived from sources that are naturally regenerative or are practically inexhaustible , such as biomass, heat (geothermal, solar, moving water (hydro, tidal and wave) , and wind energy. Municipal waste may also be considered a source of renewable thermal energy source. (Business Dictionary Online )
Wind Power Mechanical or electrical power generated by a windmill using the kinetic energy as the primary energy
source. (Macmillan Dictionary of the Environment 2nd Edition, Michael Allaby)
Market Externalities An economic concept covering those cost and benefit attributed to an economic activity that are not
reflected in the price of the goods and services produced. (Macmillan Dictionary of the Environment 2nd Edition, Michael Allaby)
Decision AnalysisA philosophy, articulated by a set of logical axioms, and a methodology and collection of systematic procedures, based upon those axioms, for responsibly analyzing the complexities inherent in decision problems. (Decision Analysis an Overview, Operations Research, Vol. 30, No. 5)
Introduction
Situation Analysis October 2008 load shedding crossed 7000MW
○ Peak Demand14130MW Available capacity: 7112 MW (Ex-KESC system) Peak power demand 5% energy sales 7% Current and projected demand supply gap
○ FY2010: Peak demand= 21838 MW ○ FY2013: Peak demand= 26978 MW
Least cost option for bridging the gap Policy Analysis vs. Decision Analysis and Market externalities Kyoto Protocol under UNFCCC Cost of non-compliance i.e. reducing Green House Emissions
Objective of this study
Estimate cost of externalities from coal CO2 Emissions (Dose-response relationship)
Incorporate cost of CO2 emissions into Economic analysis 1200MW of Power generation
Compare NPVs and EIRRs of competing options coal fired thermal vs. wind farm technology over the useful life of the project.
Backward and forward linkages
EnvironmentalCO2 Emissions
•Human health•Loss of productivity •Green House Effect
Economic Energy deficit
•Load shedding •Loss of industrial competitiveness •Loss of synergies
• Lack of energy planning • Unanticipated demand
increase • Economic Activity
• Fossil fuel burning • Deforestation • Economic activity
Indicators and Conversions Indicators
Environmental Sustainability Index ESI (Yale center for Environmental Law and Policy and Center for International Earth Sciences Information Network)
Pollution Standard Index PSI and Air Quality Index AQI (The US Environmental Protection Agency)
CO2 emissions from Solid fuel; CO2 emissions from Coal Burning. ( World Development Indicators 2008)
Conversions 1 Quad Coal = 85 Million Mt of CO2 emissions 3.5 Million Tons of Coal = 0.826 Million Mt of CO2 emissions
Estimated coal burning/annum in a 1200 MW Coal fired Thermal Power Plant
Significance of the topic Policy makers
Energy planning Socially accepted alternative Economic growth and development Health expenditure
Business Managers Synergetic aspect of production Global competitiveness; export deadlines Reduced work days lost due to illness
Analysis(Theoretical framework)
Dose-response relationship GDP/capita engaged constant 2000 US$= β0 + β1 Avg. Annual Earning
(industrial)+ β2 Capital/Labor Ratio+ β3 CO2 emissions from solid fuel consumption(in Millions)+ β4 days lost due to disputes + β5 Enrollment in professional vocational institutions+ε
CO2 emissions from solid fuel
Capital to Labor ratio
Avg. Annual Earning Days lost due to disputes
Voc/professional enrollment
GDP/Capita Engaged 2000 US$
NPV & EIRRThermal vs. Wind Energy alternatives
Net present values and EIRRNet present values in
$MillionTHERMAL WIND
NPV @ 10% $286 $1565.52
NPV @ 12% $108 $1111.08
NPV @ 15% $-59 $654.83
Economic IRR THERMAL WIND
EIRR @ 10% 3% 14%
EIRR @ 12% 2% 12%
EIRR @ 15% 0% 9%
Conclusion
Scope of project and limitations Targeted approachData limitations Other health effects from SO2 NO2 PM10 etc.
Cost effective vs. Benefit cost analysis Long term environmental sustainability
Link to excel work sheets
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Appendix
Wind NPV EIRR Calculations
*Work sheets included in the accompanying CD
Thermal NPV EIRR Calculation
*Work sheets included in the accompanying CD
Wind farm sites and other information