Reliability and Preventive Maintenance of Ducted Wind Turbines (2403.09760v1)
Abstract: This paper presents a reliability life analysis and preventive maintenance schedule for ducted wind turbines. Ducted wind turbines (DWT) are an emerging segment of the renewable energy industry with innovations that promise reliable, efficient, low-cost energy for consumer and small business markets. Many attempts have been made to build viable ducted turbines over the last century, but until recently none have succeeded commercially. Optimal shroud and blade designs are the focus of most engineering research to improve performance and efficiency, however, we hypothesize that an equally important key to the long-term success of small wind innovations is reliability analysis. For consumers and companies who want to efficiently maximize the lifespan of DWTs, this has significant ramifications. Operating beyond service life can result in catastrophic component failure and high replacement costs, making the technology economically infeasible. Our approach is focused on the analysis of 3.5 kW D3 turbines manufactured by Ducted Wind Turbines, Inc. We develop a component-level reliability analysis using ASTM E3159 and a consumer-level preventative maintenance schedule including failure modes and life estimates. Future research can use these findings to guide options for DWT life extension as well as localized maintenance solutions meant to reduce operational costs while preserving energy output.
- ACP, “Clean Power Annual Market Report 2021.” [Online]. Available: https://cleanpower.org/market-report-2021/
- “Map: Projected Growth of the Wind Industry From Now Until 2050.” [Online]. Available: https://www.energy.gov/maps/map-projected-growth-wind-industry-now-until-2050
- “Global Wind Report 2021,” Mar. 2021. [Online]. Available: https://gwec.net/global-wind-report-2021/
- “Technology | Ducted Wind Turbines - Changing the Face of Small Wind.” [Online]. Available: https://www.ductedwind.com/technology
- N. Bagheri-Sadeghi, B. T. Helenbrook, and K. D. Visser, “Maximal power per device area of a ducted turbine,” Wind Energy Science, vol. 6, no. 4, pp. 1031–1041, Jul. 2021. [Online]. Available: https://wes.copernicus.org/articles/6/1031/2021/
- A. Kummer, J. Dimeo, M. Hebel, and K. Visser, “On the Use of Cambered Plate Airfoils for Small Wind Turbines,” Journal of Physics: Conference Series, vol. 1618, no. 4, p. 042001, Sep. 2020. [Online]. Available: https://iopscience.iop.org/article/10.1088/1742-6596/1618/4/042001
- D. N. Valyou and K. D. Visser, “Design considerations for a small ducted wind turbine,” Journal of Physics: Conference Series, vol. 1452, no. 1, p. 012019, Jan. 2020. [Online]. Available: https://iopscience.iop.org/article/10.1088/1742-6596/1452/1/012019
- J. Akker, H. Blok, C. Budd, R. Eggermont, A. Guterman, D. Lahaye, J. Lansink Rotgerink, K. Myerscough, C. Prins, T. Tromper, and W. Wadman, “A Case Study in the Future Challenges in Electricity Grid Infrastructure,” Feb. 2012.
- B. Kanya and K. D. Visser, “Experimental validation of a ducted wind turbine design strategy,” Wind Energy Science, vol. 3, no. 2, pp. 919–928, Dec. 2018. [Online]. Available: https://wes.copernicus.org/articles/3/919/2018/
- E. Sezer, D. Romero, F. Guedea, M. Macchi, and C. Emmanouilidis, “An Industry 4.0-Enabled Low Cost Predictive Maintenance Approach for SMEs,” in 2018 IEEE International Conference on Engineering, Technology and Innovation (ICE/ITMC), Jun. 2018, pp. 1–8.
- E11 Committee, “Guide for General Reliability,” ASTM International, Tech. Rep. [Online]. Available: http://www.astm.org/cgi-bin/resolver.cgi?E3159-21
- Y. Ma, P. Martinez-Vazquez, and C. Baniotopoulos, “Wind Turbine Tower Collapse Cases: A Historical Overview,” ICE Proceedings Structures and Buildings, vol. 172, May 2018.
- “Most common reasons for wind turbine failures.” [Online]. Available: https://www.cotes.com/blog/most-common-reasons-for-wind-turbine-failures
- “Metropolitan Engineering Consulting and Forensics - CAUSE AND CONTRIBUTING FACTORS OF FAILURE OF GEARED WIND TURBINES.” [Online]. Available: https://sites.google.com/site/metropolitanforensics/cause-and-contributing-factors-of-failure-of-wind-turbines
- X. 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. [Online]. Available: https://linkinghub.elsevier.com/retrieve/pii/S1350630715301552
- T. Ouarda, C. Charron, J.-Y. Shin, P. Marpu, A. Al-Mandoos, M. Al-Tamimi, H. Ghedira, and T. Al Hosary, “Probability distributions of wind speed in the UAE,” Energy Conversion and Management, vol. 93, pp. 414–434, Mar. 2015. [Online]. Available: https://linkinghub.elsevier.com/retrieve/pii/S0196890415000400
- H. S. Dhiman, D. Deb, and V. E. Balas, “Chapter 2 - Wind energy fundamentals,” in Supervised Machine Learning in Wind Forecasting and Ramp Event Prediction, ser. Wind Energy Engineering, H. S. Dhiman, D. Deb, and V. E. Balas, Eds. Academic Press, Jan. 2020, pp. 9–21. [Online]. Available: https://www.sciencedirect.com/science/article/pii/B9780128213537000132
- H. Hoghooghi, N. Chokani, and R. S. Abhari, “Individual Blade Pitch Control for Extended Fatigue Lifetime of Multi-Megawatt Wind Turbines,” Journal of Physics: Conference Series, vol. 1618, no. 2, p. 022008, Sep. 2020. [Online]. Available: https://iopscience.iop.org/article/10.1088/1742-6596/1618/2/022008
- P. Jamieson, “Generalized limits for energy extraction in a linear constant velocity flow field,” Wind Energy, vol. 11, no. 5, pp. 445–457, 2008, _eprint: https://onlinelibrary.wiley.com/doi/pdf/10.1002/we.268. [Online]. Available: https://onlinelibrary.wiley.com/doi/abs/10.1002/we.268
- P.-M. Masukume, G. Makaka, and D. Tinarwo, “Technoeconomic Analysis of Ducted Wind Turbines and Their Slow Acceptance on the Market,” Journal of Renewable Energy, vol. 2014, p. e951379, Dec. 2014, publisher: Hindawi. [Online]. Available: https://www.hindawi.com/journals/jre/2014/951379/
- T. Harris, J. H. Rumbarger, and C. P. Butterfield, “Wind Turbine Design Guideline DG03: Yaw and Pitch Rolling Bearing Life,” Tech. Rep. NREL/TP-500-42362, 969722, Dec. 2009. [Online]. Available: http://www.osti.gov/servlets/purl/969722-YFwQR5/
- P. He, R. Hong, H. Wang, and C. Lu, “Fatigue life analysis of slewing bearings in wind turbines,” International Journal of Fatigue, vol. 111, pp. 233–242, Jun. 2018. [Online]. Available: https://linkinghub.elsevier.com/retrieve/pii/S0142112318300720
- “Reliability in cmos ic design : Physical failure mechanisms and their modeling,” 2000. [Online]. Available: https://www.mosis.com/files/faqs/tech_cmos_rel.pdf
- P. Ramachandran, S. V. Adve, P. Bose, J. A. Rivers, and J. Srinivasan, “Metrics for Lifetime Reliability,” Aug. 2006. [Online]. Available: https://hdl.handle.net/2142/11244