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Planning Tool for Policy-Makers: GIS-based wind resource mapping in Central & West Asia (TA 7274). Peter J. Hayes, Senior Climate Change Specialist, ADB (CWRD) phayes@adb.org Mark Allington, Managing Director ICF International mallington@icfi.com Wind Energy Status in Asia:
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Planning Tool for Policy-Makers: GIS-based wind resource mapping in Central & West Asia (TA 7274) Peter J. Hayes, Senior Climate Change Specialist, ADB (CWRD) phayes@adb.org Mark Allington, Managing Director ICF International mallington@icfi.com Wind Energy Status in Asia: 2nd. ADB Quantum Leap in Wind Conference (Asia Clean Energy Forum 2011), Manila, 20 June 2011
Genesis of wind resource map effort • TA7274 Enabling Climate Change Interventions in Central & West Asia • Region: Highly vulnerability to CC, high abatement ops • Need for Vulnerability & RE (solar & wind) resource maps • Formulation of high resolution wind resource maps (10 months)
TA 7274 map coverage • Afghanistan • Armenia • Azerbaijan • Georgia • Kazakhstan • Kyrgyzstan • Pakistan • Tajikistan • Turkmenistan • Uzbekistan
Why Map Wind Opportunities? • Allows investors to assess the energy yield, scale of investment needed and possible returns, at a range of power purchase tariffs, across a geographical area • Allows comparison of the relative economic viability of different locations • Facilitates dialogue on what needs to change to attract investment
Assessment of Renewable EnergyPotential within TA 7274 Ten CWA countries Wind, photovoltaics, concentrating solar
Wind theoretical resource Wind power density and energy yield (source: NREL) Average annual wind speed GIS data at 100m hub height, grid square size ~10km2 (2 arc-minutes)
Wind ecological resource calculation Weighted exclusion factors applied for: • Airports/runway alignments, railroads, urban areas • National borders (5km buffer) • Bird migration pathways • Areas >20km away from roads (for construction access) • Seismic danger areas • Areas with elevation >3500m or slopes >33% • All environmentally protected areas
Wind economic resource calculation • Capital costs (capex) $2,500/kW • Grid connection costs: $55,000/km • Operational lifetime: 25 years • Nearest electricity grid: 200 ha urban Others • Straight line depreciation period: 20 years • Income tax rate: 20% • Operating/maintenance costs: 2% capex • Discount rate: 8% or 12% • Power purchase tariff USD/MWh: varied • Grid square assumed economically viable at a given tariff / discount rate combination if Net Present Value is positive after operational lifetime
Kazakhstan wind – economically viable resource at 12% discount rate Click here to start loop
Kazakhstan wind: energy yield versus tariff at different discount rates USD/MWh power purchase tariff (25 year lifetime)
Kazakhstan wind: energy yield versus tariff at 12% discount rate 10.4 GW USD/MWh power purchase tariff (25 year lifetime)
Limitations • This method can guide where pre-feasibility study work is likely to be worthwhile • However it does not replace site-specific, technical and economic investigations and costing • Accuracy of wind speed estimates is around +/-10%
Planning Tool for Policy-Makers: GIS-based wind resource mapping in Central & West Asia (TA 7274) Peter J. Hayes, Senior Climate Change Specialist, ADB (CWRD) phayes@adb.org Mark Allington, Managing Director ICF International mallington@icfi.com Wind Energy Status in Asia: 2nd. ADB Quantum Leap in Wind Conference (Asia Clean Energy Forum 2011), Manila, 20 June 2011