{"id":29,"date":"2019-05-03T18:24:40","date_gmt":"2019-05-03T18:24:40","guid":{"rendered":"https:\/\/ertekprojects.com\/wind-turbine-accidents\/?page_id=29"},"modified":"2023-11-02T12:00:17","modified_gmt":"2023-11-02T12:00:17","slug":"research","status":"publish","type":"page","link":"https:\/\/ertekprojects.com\/wind-turbine-accidents\/research\/","title":{"rendered":"Research"},"content":{"rendered":"<p>Wind turbine accidents and wind energy risks have drawn certain attention of the academic community.<\/p>\n<p>Here is a list of some of the papers on the topic.<\/p>\n<ul>\n<li>\n<div><a href=\"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/analyzing-a-decade-of-wind-turbine-accident-news-with-topic-modeling\/\" title=\"Ertek G, Kailas L. Analyzing A Decade Of Wind Turbine Accident News With Topic Modeling.\u00a0Sustainability. 2021; 13(22):12757.\">Ertek G, Kailas L. Analyzing a Decade of Wind Turbine Accident News with Topic Modeling.\u00a0<em>Sustainability<\/em>. 2021; 13(22):12757.<\/a>\u00a0<a href=\"https:\/\/doi.org\/10.3390\/su132212757\" title=\"Https:\/\/doi.org\/10.3390\/su132212757\" target=\"_blank\" rel=\"noopener\" data-saferedirecturl=\"https:\/\/www.google.com\/url?q=https:\/\/doi.org\/10.3390\/su132212757&amp;source=gmail&amp;ust=1699012527369000&amp;usg=AOvVaw0LeZfApJf_u1zr-ZJwc2cM\">https:\/\/doi.org\/<wbr \/>10.3390\/su132212757<\/a><\/div>\n<\/li>\n<li>\n<div class=\"gs_citr\" tabindex=\"0\"><a href=\"https:\/\/ertekprojects.com\/gurdal-ertek-publications\/blog\/text-mining-analysis-wind-turbine-accidents-ontology-based-framework\/\" title=\"Ertek, G., Chi, X., Zhang, A. N., & Asian, S. (2017, December). Text Mining Analysis Of Wind Turbine Accidents: An Ontology-based Framework. In Big Data (Big Data), 2017 IEEE International Conference On (pp. 3233-3241).\" target=\"_blank\" rel=\"noopener noreferrer\">Ertek, G., Chi, X., Zhang, A. N., &amp; Asian, S. (2017, December). <strong>Text mining analysis of wind turbine accidents: An ontology-based framework.<\/strong> <em>In Big Data (Big Data), 2017 IEEE International Conference on<\/em> (pp. 3233-3241).<\/a> (Draft of the paper can also be obtained<strong> from the same link<\/strong>)<\/div>\n<\/li>\n<li><a href=\"http:\/\/ertekprojects.com\/gurdal-ertek-publications\/blog\/wind-turbine-accidents-data-mining-study\/\" title=\"Asian, S., Ertek, G., Haksoz, C., Pakter, S. And Ulun, S., 2017. Wind Turbine Accidents: A Data Mining Study. IEEE Systems Journal, 11(3), Pp.1567-1578. \" target=\"_blank\" rel=\"noopener noreferrer\">Asian, S., Ertek, G., Haksoz, C., Pakter, S. and Ulun, S., 2017. <strong>Wind turbine accidents: A data mining study.<\/strong> <i>IEEE Systems Journal<\/i>, <i>11<\/i>(3), pp.1567-1578. <\/a>(Draft of the paper can also be obtained<strong> from the same link<\/strong>)<\/li>\n<li><a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0167610515002482\" title=\"Chen, C. Li, And J. Xu. ?Failure Investigation On A Coastal Wind Farm Damaged By Super Typhoon: A Forensic Engineering Study,? Journal Of Wind Engineering And Industrial Aerodynamics, Vol. 147, Pp. 132-142, Dec. 2015.\" target=\"_blank\" rel=\"noopener noreferrer\">Chen, C. Li, and J. Xu. \u201cFailure investigation on a coastal wind farm damaged by super typhoon: A forensic engineering study,\u201d <i>Journal of Wind Engineering and Industrial Aerodynamics<\/i>, vol. 147, pp. 132-142, Dec. 2015.<\/a><\/li>\n<li><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1350630715301552\" title=\"Chen, And J. Z. Xu. ?Structural Failure Analysis Of Wind Turbines Impacted By Super Typhoon Usagi,? Engineering Failure Analysis, Vol. 60, Pp. 391-404, Feb. 2016.\" target=\"_blank\" rel=\"noopener noreferrer\">Chen, and J. Z. Xu. \u201cStructural failure analysis of wind turbines impacted by super typhoon Usagi,\u201d <i>Engineering Failure Analysis<\/i>, vol. 60, pp. 391-404, Feb. 2016.<\/a><\/li>\n<li><a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S136403211500581X\" title=\"Ashrafi, H. Davoudpour, And V. Khodakarami, ?Risk Assessment Of Wind Turbines: Transition From Pure Mechanistic Paradigm To Modern Complexity Paradigm?, Renewable And Sustainable Energy Reviews, Vol. 51, Pp. 347-355, Nov. 2015.\" target=\"_blank\" rel=\"noopener noreferrer\">Ashrafi, H. Davoudpour, and V. Khodakarami, \u201cRisk assessment of wind turbines: Transition from pure mechanistic paradigm to modern complexity paradigm\u201d, <i>Renewable and Sustainable Energy Reviews<\/i>, vol. 51, pp. 347-355, Nov. 2015.<\/a><\/li>\n<li><a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1364032115013994\" title=\"Jin, W. Ju, Z. Zhang, L. Guo, And X. Yang, ?System Safety Analysis Of Large Wind Turbines,? Renewable And Sustainable Energy Reviews, Vol. 56, Pp. 1293-1307, Apr. 2016.\" target=\"_blank\" rel=\"noopener noreferrer\">Jin, W. Ju, Z. Zhang, L. Guo, and X. Yang, \u201cSystem safety analysis of large wind turbines,\u201d <i>Renewable and Sustainable Energy Reviews<\/i>, vol. 56, pp. 1293-1307, Apr. 2016.<\/a><\/li>\n<li><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1350630710001603\" title=\"S. Chou, And W. T. Tu, ?Failure Analysis And Risk Management Of A Collapsed Large Wind Turbine Tower,? Engineering Failure Analysis, Vol. 18, No. 1, Pp. 295-313, Jan. 2011.\" target=\"_blank\" rel=\"noopener noreferrer\">S. Chou, and W. T. Tu, \u201cFailure analysis and risk management of a collapsed large wind turbine tower,\u201d <i>Engineering Failure Analysis<\/i>, vol. 18, no. 1, pp. 295-313, Jan. 2011.<\/a><\/li>\n<li><a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1350630713002422\" title=\"Zhang, Z. Yin, T. Han, And A. C. Tan, ?Fracture Analysis Of Wind Turbine Main Shaft,? Engineering Failure Analysis, Vol. 34, Pp. 129-139, Dec. 2013.\" target=\"_blank\" rel=\"noopener noreferrer\">Zhang, Z. Yin, T. Han, and A. C. Tan, \u201cFracture analysis of wind turbine main shaft,\u201d <i>Engineering Failure Analysis<\/i>, vol. 34, pp. 129-139, Dec. 2013.<\/a><\/li>\n<li><a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1350630714001836\" title=\"Chen, W. Zhao, X. L. Zhao, And J. Z. Xu, ?Preliminary Failure Investigation Of A 52.3 M Glass\/epoxy Composite Wind Turbine Blade,? Engineering Failure Analysis, Vol. 44, Pp. 345-350, Sep. 2014.\" target=\"_blank\" rel=\"noopener noreferrer\">Chen, W. Zhao, X. L. Zhao, and J. Z. Xu, \u201cPreliminary failure investigation of a 52.3 m glass\/epoxy composite wind turbine blade,\u201d <i>Engineering Failure Analysis<\/i>, vol. 44, pp. 345-350, Sep. 2014.<\/a><\/li>\n<li><a href=\"ftp:\/\/ftp.ecn.nl\/pub\/www\/library\/report\/2004\/rx04013.pdf\" title=\"Braam, L.W.M.M. Rademakers, ?Guidelines On The Environmental Risk Of Wind Turbines In The Netherlands,? Global Wind Energy Conference, Paris, 2002. Available: Ftp:\/\/130.112.2.101\/pub\/www\/library\/report\/2004\/rx04013.pdf\" target=\"_blank\" rel=\"noopener noreferrer\">Braam, L.W.M.M. Rademakers, \u201cGuidelines on the Environmental Risk of Wind Turbines in the Netherlands,\u201d Global Wind Energy Conference, Paris, 2002. Available: ftp:\/\/130.112.2.101\/pub\/www\/library\/report\/2004\/rx04013.pdf<\/a><\/li>\n<li><a href=\"http:\/\/ieeexplore.ieee.org\/document\/6973266\/?reload=true\" title=\"Yasuda, T. Fujii, K. Yamamoto, N. Honjo, And S. Yokoyama, S, ?Classification Of Wind Turbine Blade Incidents Regarding Lightning Risk Management,? In Lightning Protection (ICLP), 2014 IEEE International Conference, Pp. 986-991, Oct. 2014.\" target=\"_blank\" rel=\"noopener noreferrer\">Yasuda, T. Fujii, K. Yamamoto, N. Honjo, and S. Yokoyama, S, \u201cClassification of wind turbine blade incidents regarding lightning risk management,\u201d In Lightning Protection (ICLP), 2014 IEEE International Conference, pp. 986-991, Oct. 2014.<\/a><\/li>\n<li><a href=\"http:\/\/iopscience.iop.org\/article\/10.1088\/1757-899X\/161\/1\/012079\/pdf\" title=\"Konstantinidis, E, Botsaris, P. Wind Turbines: Current Status, Obstacles, Trends And Technologies. In IOP Conference Series: Materials Science And Engineering. IOP Publishing. 2016: 1-8.\" target=\"_blank\" rel=\"noopener noreferrer\">Konstantinidis, E, Botsaris, P. Wind turbines: current status, obstacles, trends and technologies. In IOP Conference Series: Materials Science and Engineering. IOP Publishing. 2016: 1-8.<\/a><\/li>\n<li><a href=\"http:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/we.1828\/abstract\" title=\"Sarlak H, S\u00f8rensen JN. Analysis Of Throw Distances Of Detached Objects From Horizontal?axis Wind Turbines. Wind Energy. 2016; 19(1):151-66.\" target=\"_blank\" rel=\"noopener noreferrer\">Sarlak H, S\u00f8rensen JN. Analysis of throw distances of detached objects from horizontal\u2010axis wind turbines. Wind Energy. 2016; 19(1):151-66.<\/a><\/li>\n<li><a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1350630710001603\" title=\"Chou JS, Tu WT. Failure Analysis And Risk Management Of A Collapsed Large Wind Turbine Tower. Engineering Failure Analysis. 2011; 18(1):295-313.\" target=\"_blank\" rel=\"noopener noreferrer\">Chou JS, Tu WT. Failure analysis and risk management of a collapsed large wind turbine tower. Engineering Failure Analysis. 2011; 18(1):295-313.<\/a><\/li>\n<li><a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1350630712001641\" title=\"Chou JS, Chiu CK, Huang IK, Chi KN. Failure Analysis Of Wind Turbine Blade Under Critical Wind Loads. Engineering Failure Analysis. 2013; 27:99-118.\" target=\"_blank\" rel=\"noopener noreferrer\">Chou JS, Chiu CK, Huang IK, Chi KN. Failure analysis of wind turbine blade under critical wind loads. Engineering Failure Analysis. 2013; 27:99-118.<\/a><\/li>\n<li><a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1350630712001756\" title=\"Li ZQ, Chen SJ, Ma H, Feng T. Design Defect Of Wind Turbine Operating In Typhoon Activity Zone. Engineering Failure Analysis. 2013; 27:165-72.\" target=\"_blank\" rel=\"noopener noreferrer\">Li ZQ, Chen SJ, Ma H, Feng T. Design defect of wind turbine operating in typhoon activity zone. Engineering Failure Analysis. 2013; 27:165-72.<\/a><\/li>\n<li><a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S0959652615009877\" title=\"Sovacool BK, Andersen R, Sorensen S, Sorensen K, Tienda V, Vainorius A, Schirach OM, Bj\u00f8rn-Thygesen F. Balancing Safety With Sustainability: Assessing The Risk Of Accidents For Modern Low-carbon Energy Systems. Journal Of Cleaner Production. 2016;112:3952-65.\" target=\"_blank\" rel=\"noopener noreferrer\">Sovacool BK, Andersen R, Sorensen S, Sorensen K, Tienda V, Vainorius A, Schirach OM, Bj\u00f8rn-Thygesen F. Balancing safety with sustainability: assessing the risk of accidents for modern low-carbon energy systems. Journal of Cleaner Production. 2016;112:3952-65.<\/a><\/li>\n<li><a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S1364032115006954\" title=\"Yuan J, Na C, Xu Y, Zhao C. Wind Turbine Manufacturing In China: A Review. Renewable And Sustainable Energy Reviews. 2015; 51:1235-44.\" target=\"_blank\" rel=\"noopener noreferrer\">Yuan J, Na C, Xu Y, Zhao C. Wind turbine manufacturing in China: A review. Renewable and Sustainable Energy Reviews. 2015; 51:1235-44.<\/a><\/li>\n<li><a href=\"http:\/\/iopscience.iop.org\/article\/10.1088\/0957-0233\/19\/12\/122001\/meta\" title=\"Ciang CC, Lee JR, Bang HJ. Structural Health Monitoring For A Wind Turbine System: A Review Of Damage Detection Methods. Measurement Science And Technology. 2008;19 (12):122001.\" target=\"_blank\" rel=\"noopener noreferrer\">Ciang CC, Lee JR, Bang HJ. Structural health monitoring for a wind turbine system: a review of damage detection methods. Measurement Science and Technology. 2008;19 (12):122001.<\/a><\/li>\n<li><a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S096014811200599X\" title=\"Carbone G, Afferrante L. A Novel Probabilistic Approach To Assess The Blade Throw Hazard Of Wind Turbines. Renewable Energy. 2013; 51:474-81.\" target=\"_blank\" rel=\"noopener noreferrer\">Carbone G, Afferrante L. A novel probabilistic approach to assess the blade throw hazard of wind turbines. Renewable energy. 2013; 51:474-81.<\/a><\/li>\n<li><a href=\"http:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/we.538\/abstract\" title=\"Tavner PJ, Greenwood DM, Whittle MW, Gindele R, Faulstich S, Hahn B. Study Of Weather And Location Effects On Wind Turbine Failure Rates. Wind Energy. 2013; 16(2):175-87.\" target=\"_blank\" rel=\"noopener noreferrer\">Tavner PJ, Greenwood DM, Whittle MW, Gindele R, Faulstich S, Hahn B. Study of weather and location effects on wind turbine failure rates. Wind energy. 2013; 16(2):175-87.<\/a><\/li>\n<li><a href=\"http:\/\/ieeexplore.ieee.org\/document\/6729215\/\" title=\"Yamamoto K, Sumi S. Validations Of Lightning Protections For Accidents At A Wind Farm. In Lightning Protection (XII SIPDA), International Symposium On Lightning Protection (XII SIPDA). 2013: 329-334.\" target=\"_blank\" rel=\"noopener noreferrer\">Yamamoto K, Sumi S. Validations of lightning protections for accidents at a wind farm. In Lightning Protection (XII SIPDA), International Symposium on Lightning Protection (XII SIPDA). 2013: 329-334.<\/a><\/li>\n<li><a href=\"https:\/\/www.researchgate.net\/publication\/267606646_Risk_Assessment_of_Hoisting_Aboard_and_Installation_for_Offshore_Wind_Turbine\" title=\"Bai X, Sun L, Sun H. Risk Assessment Of Hoisting Aboard And Installation For Offshore Wind Turbine. InASME 31st International Conference On Ocean, Offshore And Arctic Engineering 2012:107-114.\" target=\"_blank\" rel=\"noopener noreferrer\">Bai X, Sun L, Sun H. Risk Assessment of Hoisting Aboard and Installation for Offshore Wind Turbine. InASME 31st International Conference on Ocean, Offshore and Arctic Engineering 2012:107-114.<\/a><\/li>\n<li><a href=\"http:\/\/www.actapress.com\/Abstract.aspx?paperId=455591\" title=\"Zhao H, Zhang X, Guo W. Early Fault Prediction Of Wind Turbine Drivetrain System. 2017.\" target=\"_blank\" rel=\"noopener noreferrer\">Zhao H, Zhang X, Guo W. Early Fault Prediction of Wind Turbine Drivetrain System. 2017.<\/a><\/li>\n<li><a href=\"http:\/\/ieeexplore.ieee.org\/document\/6180765\/\" title=\"Han Z, Cao Y, Jia H, Wang J, Lu L. Analysis On And Precautions Against Large-scale Wind Turbines Off-grid. In Advanced Power System Automation And Protection (APAP), International Conference, 2011; 3: 1974-1980.\" target=\"_blank\" rel=\"noopener noreferrer\">Han Z, Cao Y, Jia H, Wang J, Lu L. Analysis on and precautions against large-scale wind turbines off-grid. In Advanced Power System Automation and Protection (APAP), International Conference, 2011; 3: 1974-1980.<\/a><\/li>\n<li><a href=\"https:\/\/www.researchgate.net\/publication\/310481594_Fault_analysis_and_intelligent_diagnosis_of_wind_turbine_generator_set\" title=\"Dong K, Li T, Yin H. Fault Analysis And Intelligent Diagnosis Of Wind Turbine Generator Set, 2016.\" target=\"_blank\" rel=\"noopener noreferrer\">Dong K, Li T, Yin H. Fault analysis and intelligent diagnosis of wind turbine generator set, 2016.<\/a><\/li>\n<li><a href=\"http:\/\/journals.sagepub.com\/doi\/abs\/10.1260\/0309-524X.39.4.349?journalCode=wiea\" title=\"Watanabe F, Uchida T. Micro-Siting Of Wind Turbine In Complex Terrain: Simplified Fatigue Life Prediction Of Main Bearing In Direct Drive Wind Turbines. Wind Engineering. 2015; 39(4):349-68.\" target=\"_blank\" rel=\"noopener noreferrer\">Watanabe F, Uchida T. Micro-Siting of Wind Turbine in Complex Terrain: Simplified Fatigue Life Prediction of Main Bearing in Direct Drive Wind Turbines. Wind Engineering. 2015; 39(4):349-68.<\/a><\/li>\n<li><a href=\"https:\/\/www.researchgate.net\/publication\/290326181_Analysis_on_serious_wind_turbine_generators_tripping_accident_in_Northwest_China_power_grid_in_2011_and_its_lessons\" title=\"Sun H, Zhang Z, Lin W, Tang Y, Luo X, WANG A. Analysis On Serious Wind Turbine Generators Tripping Accident In Northwest China Power Grid In 2011 And Its Lessons. Power System Technology. 2012; 36(10):76-80.\" target=\"_blank\" rel=\"noopener noreferrer\">Sun H, Zhang Z, Lin W, Tang Y, Luo X, WANG A. Analysis on serious wind turbine generators tripping accident in northwest china power grid in 2011 and its lessons. Power System Technology. 2012; 36(10):76-80.<\/a><\/li>\n<li><a href=\"http:\/\/en.cnki.com.cn\/Article_en\/CJFDTOTAL-JXXB201302031.htm\" title=\"Juchuan DA. Dynamic Characteristics Analyzed Of Large Scale Directly-driven Wind Turbines Under Blade Fracture Accident Condition. Journal Of Mechanical Engineering. 2013; 49(2):190-8.\" target=\"_blank\" rel=\"noopener noreferrer\">Juchuan DA. Dynamic characteristics analyzed of large scale directly-driven wind turbines under blade fracture accident condition. Journal of Mechanical Engineering. 2013; 49(2):190-8.<\/a><\/li>\n<li><a href=\"http:\/\/www.sciencedirect.com\/science\/article\/pii\/S1084804516303435\" title=\"Alves MM, Pirmez L, Rossetto S, Delicato FC, De Farias CM, Pires PF, Dos Santos IL, Zomaya AY. Damage Prediction For Wind Turbines Using Wireless Sensor And Actuator Networks. Journal Of Network And Computer Applications. 2017; 80:123-40.\" target=\"_blank\" rel=\"noopener noreferrer\">Alves MM, Pirmez L, Rossetto S, Delicato FC, de Farias CM, Pires PF, dos Santos IL, Zomaya AY. Damage prediction for wind turbines using wireless sensor and actuator networks. Journal of Network and Computer Applications. 2017; 80:123-40.<\/a><\/li>\n<li><a href=\"http:\/\/ieeexplore.ieee.org\/abstract\/document\/1491992\/\" title=\"Asuda O, Funabashi T. Transient Analysis On Wind Farm Suffered From Lightning. In Universities Power Engineering Conference, IEEE; 2004: 202-206.\" target=\"_blank\" rel=\"noopener noreferrer\">Asuda O, Funabashi T. Transient analysis on wind farm suffered from lightning. In Universities Power Engineering Conference, IEEE; 2004: 202-206.<\/a><\/li>\n<li><a href=\"https:\/\/link.springer.com\/chapter\/10.1007\/978-3-319-39095-6_21\" title=\"Mehdi RA, Schr\u00f6der-Hinrichs JU. A Theoretical Risk Management Framework For Vessels Operating Near Offshore Wind Farms. InMARE-WINT. Springer International Publishing; 2016: Pp. 359-400.\" target=\"_blank\" rel=\"noopener noreferrer\">Mehdi RA, Schr\u00f6der-Hinrichs JU. A Theoretical Risk Management Framework for Vessels Operating Near Offshore Wind Farms. InMARE-WINT. Springer International Publishing; 2016: pp. 359-400.<\/a><\/li>\n<li><a href=\"http:\/\/journals.plos.org\/plosone\/article?id=10.1371\/journal.pone.0103106\" title=\"Lehnert LS, Kramer-Schadt S, Sch\u00f6nborn S, Lindecke O, Niermann I, Voigt CC. Wind Farm Facilities In Germany Kill Noctule Bats From Near And Far. PloS One. 2014; 9(8):103-106\" target=\"_blank\" rel=\"noopener noreferrer\">Lehnert LS, Kramer-Schadt S, Sch\u00f6nborn S, Lindecke O, Niermann I, Voigt CC. Wind farm facilities in Germany kill noctule bats from near and far. PloS one. 2014; 9(8):103-106<\/a><\/li>\n<li><a href=\"http:\/\/journals.sagepub.com\/doi\/abs\/10.1177\/0954406215573975\" title=\"Zong H, Wang H, Tian S, Gao X. A Life Test Method And Result Analysis For Slewing Bearings In Wind Turbines. Proceedings Of The Institution Of Mechanical Engineers, Part C: Journal Of Mechanical Engineering Science. 2015; 229(18):3499-514.\" target=\"_blank\" rel=\"noopener noreferrer\">Zong H, Wang H, Tian S, Gao X. A life test method and result analysis for slewing bearings in wind turbines. Proceedings of the Institution of Mechanical Engineers, Part C: Journal of Mechanical Engineering Science. 2015; 229(18):3499-514.<\/a><\/li>\n<li><a href=\"http:\/\/ieeexplore.ieee.org\/document\/7492193\/\" title=\"Mogre R, Talluri S, D?Amico F. A Decision Framework To Mitigate Supply Chain Risks: An Application In The Offshore-Wind Industry. 2017. 63(3): 316-325. DOI: 10.1109\/TEM.2016.2567539.\" target=\"_blank\" rel=\"noopener noreferrer\">Mogre R, Talluri S, D\u2019Amico F. A Decision Framework to Mitigate Supply Chain Risks: An Application in the Offshore-Wind Industry. 2017. 63(3): 316-325. DOI: 10.1109\/TEM.2016.2567539.<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Wind turbine accidents and wind energy risks have drawn certain attention of the academic community. Here is a list of some of the papers on the topic. Ertek G, Kailas L. Analyzing a Decade of Wind Turbine Accident News with Topic Modeling.\u00a0Sustainability. 2021; 13(22):12757.\u00a0https:\/\/doi.org\/10.3390\/su132212757 Ertek, G., Chi, X., Zhang, A. N., &amp; Asian, S. (2017, December). Text mining analysis of wind turbine accidents: An ontology-based framework. In Big Data (Big Data), 2017 IEEE International Conference on (pp. 3233-3241). (Draft of the paper can also be obtained from the same link) Asian, S., Ertek, G., Haksoz, C., Pakter, S. and Ulun, S., 2017. Wind turbine accidents: A data mining study. IEEE Systems Journal, 11(3), pp.1567-1578. (Draft of the paper can also be obtained from the same link) Chen, C. Li, and J. Xu. \u201cFailure investigation on a coastal wind farm damaged by super typhoon: A forensic engineering study,\u201d Journal of Wind Engineering and Industrial Aerodynamics, vol. 147, pp. 132-142, Dec. 2015. Chen, and J. Z. Xu. \u201cStructural failure analysis of wind turbines impacted by super typhoon Usagi,\u201d Engineering Failure Analysis, vol. 60, pp. 391-404, Feb. 2016. Ashrafi, H. Davoudpour, and V. Khodakarami, \u201cRisk assessment of wind turbines: Transition from pure mechanistic paradigm to modern complexity paradigm\u201d, Renewable and Sustainable Energy Reviews, vol. 51, pp. 347-355, Nov. 2015. Jin, W. Ju, Z. Zhang, L. Guo, and X. Yang, \u201cSystem safety analysis of large wind turbines,\u201d Renewable and Sustainable Energy Reviews, vol. 56, pp. 1293-1307, Apr. 2016. S. Chou, and W. T. Tu, \u201cFailure analysis and risk management of a collapsed large wind turbine tower,\u201d Engineering Failure Analysis, vol. 18, no. 1, pp. 295-313, Jan. 2011. Zhang, Z. Yin, T. Han, and A. C. Tan, \u201cFracture analysis of wind turbine main shaft,\u201d Engineering Failure Analysis, vol. 34, pp. 129-139, Dec. 2013. Chen, W. Zhao, X. L. Zhao, and J. Z. Xu, \u201cPreliminary failure investigation of a 52.3 m glass\/epoxy composite wind turbine blade,\u201d Engineering Failure Analysis, vol. 44, pp. 345-350, Sep. 2014. Braam, L.W.M.M. Rademakers, \u201cGuidelines on the Environmental Risk of Wind Turbines in the Netherlands,\u201d Global Wind Energy Conference, Paris, 2002. Available: ftp:\/\/130.112.2.101\/pub\/www\/library\/report\/2004\/rx04013.pdf Yasuda, T. Fujii, K. Yamamoto, N. Honjo, and S. Yokoyama, S, \u201cClassification of wind turbine blade incidents regarding lightning risk management,\u201d In Lightning Protection (ICLP), 2014 IEEE International Conference, pp. 986-991, Oct. 2014. Konstantinidis, E, Botsaris, P. Wind turbines: current status, obstacles, trends and technologies. In IOP Conference Series: Materials Science and Engineering. IOP Publishing. 2016: 1-8. Sarlak H, S\u00f8rensen JN. Analysis of throw distances of detached objects from horizontal\u2010axis wind turbines. Wind Energy. 2016; 19(1):151-66. Chou JS, Tu WT. Failure analysis and risk management of a collapsed large wind turbine tower. Engineering Failure Analysis. 2011; 18(1):295-313. Chou JS, Chiu CK, Huang IK, Chi KN. Failure analysis of wind turbine blade under critical wind loads. Engineering Failure Analysis. 2013; 27:99-118. Li ZQ, Chen SJ, Ma H, Feng T. Design defect of wind turbine operating in typhoon activity zone. Engineering Failure Analysis. 2013; 27:165-72. Sovacool BK, Andersen R, Sorensen S, Sorensen K, Tienda V, Vainorius A, Schirach OM, Bj\u00f8rn-Thygesen F. Balancing safety with sustainability: assessing the risk of accidents for modern low-carbon energy systems. Journal of Cleaner Production. 2016;112:3952-65. Yuan J, Na C, Xu Y, Zhao C. Wind turbine manufacturing in China: A review. Renewable and Sustainable Energy Reviews. 2015; 51:1235-44. Ciang CC, Lee JR, Bang HJ. Structural health monitoring for a wind turbine system: a review of damage detection methods. Measurement Science and Technology. 2008;19 (12):122001. Carbone G, Afferrante L. A novel probabilistic approach to assess the blade throw hazard of wind turbines. Renewable energy. 2013; 51:474-81. Tavner PJ, Greenwood DM, Whittle MW, Gindele R, Faulstich S, Hahn B. Study of weather and location effects on wind turbine failure rates. Wind energy. 2013; 16(2):175-87. Yamamoto K, Sumi S. Validations of lightning protections for accidents at a wind farm. In Lightning Protection (XII SIPDA), International Symposium on Lightning Protection (XII SIPDA). 2013: 329-334. Bai X, Sun L, Sun H. Risk Assessment of Hoisting Aboard and Installation for Offshore Wind Turbine. InASME 31st International Conference on Ocean, Offshore and Arctic Engineering 2012:107-114. Zhao H, Zhang X, Guo W. Early Fault Prediction of Wind Turbine Drivetrain System. 2017. Han Z, Cao Y, Jia H, Wang J, Lu L. Analysis on and precautions against large-scale wind turbines off-grid. 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DOI: 10.1109\/TEM.2016.2567539.<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-29","page","type-page","status-publish","hentry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Research - Wind Turbine Accidents<\/title>\n<meta name=\"description\" content=\"Wind turbine accidents and wind energy risks have drawn certain attention of the academic community.Here is a list of some of the papers..\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/ertekprojects.com\/wind-turbine-accidents\/research\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Research - 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