Abstract
It has been established that the carbon emissions of wind power depends on several factors, most importantly, the size, manufacturing location, operating location, and life expectancy of the turbine. However, there is significant variation in carbon emissions of wind power generation reported in the literature. This makes it necessary to study the emissions of a windmill of a given size operating in a given location. In this paper, we study the carbon intensity and energy intensity of wind generation from a Nordex 1.3 megawatts (MW) wind turbine located in the Panhandle of Texas. Our model has three components: (a) lifetime power generation model which uses Typical Meteorological Year 3 data from National Renewable Energy Laboratory, (b) process analysis model for raw materials used in manufacturing of the wind turbine, and (c) environmentally extended input–output analysis model for all other steps involved in the life cycle analysis of the windmill, including manufacturing, transportation, installation, operation, and maintenance of windmills. Our results show that a 1.3 MW windmill operating for 20 years in the Panhandle of Texas, generates 467 terra-Joules (TJ) of electricity while consuming 25.58 TJ of energy and producing 1870.52 million-grams (Mg) of CO2. The resulting carbon emission intensity of this turbine is estimated to be 14.45 gCO2/kWh. In 2019, the U.S. generated about 286.6 billion kWh of its electricity from the wind which amounts to 4.12 million ton (MT) of annual emissions and will increase substantially as deeper levels of wind generation is achieved in the next several decades.
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Ardente F, Beccali M, Lo CM, Brano V (2008) Energy performances and life cycle assessment of an Italian wind farm. Renew Sustain Energy Rev 12:200–217
Arvesen A, Hertwich E (2011) Environmental implications of large-scale adoption of wind power: ascenario-cased life cycle assessment. Environ Res Lett 6:1–9
Arvesen A, Hertwich EG (2012) Assessing the life cycle environmental impacts of wind power: a review of present knowledge and research needs. Renew Sustain Energy Rev 16:5994–6006
Crawford RH (2009) Life Cycle energy and greenhouse emissions analysis of wind turbines and the effect of size on energy yield. Renew Sustain Energy Rev 13:2653–2660
Fahey D (2018) National Oceanic and Atmospheric Administration. Climate change: current and projected impacts on the U.S. ASES SOLAR 2018, pathways to the renewable energy transformation, Boulder, CO. Also See: https://www.noaa.gov/climate-data-and-reports. Accessed June 2020
Garabedian K (2020) Wind power life cycle assessment. https://storymaps.arcgis.com/stories/. Accessed June 2020
Ghenai C (2012) Life cycle analysis of wind turbine. Sustainable development—energy, engineering and technologies—manufacturing and environment. Rijeka, InTech, pp 19–32
Guezuraga B, Zauner R, Polz W (2012) Life cycle assessment of two different 2 MW class wind turbines. Renew Energy 37:37–44
Global Wind Power Council China, GWEC (2019) Wind energy. Global wind power council, Beijing, China. https://gwec.net/china-wind-power-2019/. Accessed June 2020
International Organization for Standardization, ISO (2006) Environmental management—life cycle assessment—principles and framework. https://www.iso.org/obp/ui/#iso:std:iso:14040:ed-2:v1:en Accessed June 2020
Kabir MR, Rooke B, Dassanayake M, Fleck BA (2012) Comparative life cycle energy, emission, and economic analysis of 100 kW nameplate wind power generation. Renew Energy 37:133–141
Kalmikov A, Dykes K (2020) Wind power fundamentals MIT, http://web.mit.edu/windenergy/windweek/Presentations/Wind%20Energy%20101.pdf. Accessed June 2020
Khoie R, Yee V (2015) A forecast model for deep penetration of renewables in the Southwest, South Central, and Southeast regions of the United States. Clean Technol Environ Policy 17(4):957–971
Khoie R, Ugale K, Benefield J (2019) Renewable resources of the northern half of the United States: potential for 100% renewable electricity. Clean Technol Environ Policy 21:809–1827
Khoie R, Calderon A (2020) Forecasting carbon emissions in seven eastern states of the United States; the effects of coal deregulations. Conference proceedings of SOLAR 2020, American solar energy society 49th national solar conference and summit, Washington, DC, June 24–25, 2020
Khoie R, Bose A, Saltsman J (2020) The carbon emissions of wind power; a study of emissions of windmill in the panhandle of Texas. Conference proceedings of SOLAR 2020, American solar energy society 49th national solar conference and summit, Washington, DC, June 24–25, 2020
Lenzen M, Munksgaard J (2002) Energy and CO2 life-cycle analyses of wind turbines-review and applications. Renew Energy 26:339–362
Liang X, Wang Z, Zhou Z, Huang Z, Zhou J, Cen K (2013) Up-to-date life cycle assessment and comparison study of clean coal power generation technologies in China. J Clean Prod 39:24–31
Liberman EJ (2003) A life cycle assessment and economic analysis of wind turbines using monte carlo simulation, Air Force Institute of Technology, Wright-Patterson Air Force Base. https://apps.dtic.mil/dtic/tr/fulltext/u2/a415268.pdf. Accessed June 2020
Martinez E, Sanz F, Pellegrini S, Jimenez E, Blanco J (2009) Life cycle assessment of a multi-megawatt wind turbine. Renew Energy 34:667–673
NASA (2019) The atmosphere: getting a handle on carbon dioxide, sizing up humanity's impacts on earth's changing atmosphere: a five-part series, by Alan Buis, NASA's Jet Propulsion Laboratory. https://climate.nasa.gov/news/2915/the-atmosphere-getting-a-handle-on-carbon-dioxide/. Accessed June 2020.
Nordex (2020) N60/1300KW. https://www.yumpu.com/en/www.nordex-online.com Accessed June 2020. Also see: Nordex N 60 1.3 MW. https://en.wind-turbine-models.com/turbines/77-nordex-n60. Accessed Sep 2020
National Renewable Energy Laboratory, NREL (2015). solar resource characterization project, NSRDB: 1991–2005 Update: TMY3. http://rredc.nrel.gov/solar/old_data/nsrdb/1991-2005/tmy3/ Accessed June 2020
Schleisner L (2000) Life cycle assessment of a wind farm and related externalities. Renew Energy 20:279–288
Tang L, Yokoyama T, Kubota H, Shimota A (2014) Life cycle assessment of a pulverized coal-fired power plant with CCS technology in Japan. Energy Procedia 63:7437–7443
Tremeac B, Meunier F (2009) Life cycle analysis of 4.5 MW and 250 W wind turbines. Renew Sustain Energy Rev 13:2104–2110
U.S. Department of Commerce, Bureau of Economic Analysis, U.S. DOC BEA (2020) Gross output by industry, see: https://www.commerce.gov/data-and-reports/economic-indicators. https://apps.bea.gov/iTable/iTable.cfm. Accessed June 2020. Also see: https://www.bea.gov/news/2020/gross-domestic-product-industry-1st-quarter-2020 Accessed Aug 2020
U.S. Office of Energy Efficiency and Renewable Energy U.S. EERE (2020), WINDExchange. U.S. installed and potential wind power capacity and generation. https://windexchange.energy.gov/maps-data/. Accessed June 2020
U. S. EPA (2014) Environmental Protection Agency, Research Triangle Park. Regulatory impact analysis for the proposed carbon pollution guidelines for existing power plants and emissions standards for modified and reconstructed power plants. https://www.epa.gov/sites/production/files/2014-06/documents/20140602ria-clean-power-plan.pdf. Accessed June 2020
Wind Energy (2020) LCA in wind energy: environmental impacts through the whole chain. The facts. https://www.wind-energy-the-facts.org/lca-in-wind-energy.html. Accessed June 2020
Wind Power Engineering (2020) How much does a wind turbine earn? When will it pay for itself? https://www.windpowerengineering.com/windpower-profitability-and-break-even-point-calculations/. Accessed Mar 2020
Wind Power Monthly (2020) Wind was primary U.S. Renewable source in 2019. https://www.windpowermonthly.com/article/1680622/wind-primary-us-renewables-source-2019. Accessed June 2020
Wind Power Monthly (2020) European offshore wind investment to overtake upstream oil and gas by 2022. https://www.windpowermonthly.com/europe. Accessed June 2020
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Khoie, R., Bose, A. & Saltsman, J. A study of carbon emissions and energy consumption of wind power generation in the Panhandle of Texas. Clean Techn Environ Policy 23, 653–667 (2021). https://doi.org/10.1007/s10098-020-01994-w
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DOI: https://doi.org/10.1007/s10098-020-01994-w