Skip to main content

Reliability Analysis of Random Aerodynamic Torque of Horizontal Axis Wind Turbine

  • Conference paper
  • First Online:
Design and Modeling of Mechanical Systems—III (CMSM 2017)

Part of the book series: Lecture Notes in Mechanical Engineering ((LNME))

Included in the following conference series:

Abstract

This paper considers the reliability analysis of mechanical system, especially wind turbine system. Optimization of horizontal axis wind turbine performance is confronted by the aerodynamic complexities such as the instability of the energy source, randomness of loads. The objective of this work is to study the system reliability taking into account random input parameters of the aerodynamic part. It is assumed that the probability law distribution of random parameters is known. The influence of random input parameters on dynamic reliability is evaluated in this study. In order to improve product reliability, an efficient computational method based on the first- and the second-order reliability method (FORM/SORM) has been investigated. For more accuracy, results obtained by the proposed approximation methods are compared to Monte Carlo reference results. These three methods are developed in reliability approach to calculate the failure probability and the reliability index of the studied wind turbine system.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 259.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 329.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  • Ahmed WK (2013) Mechanical modelling of wind turbine: comparative study. Int J Renew Energy Res 3(1)

    Google Scholar 

  • Archana T (2016) Mathematical modeling of wind energy system using two mass model including generator losses patil ashwini. Int J Emerg Trends Electr Electron 12(2)

    Google Scholar 

  • Fiessler B, Neumann HJ, Rackwitz R (1979) Quadratic limit states in structural reliability. J Eng Mech 105(4): 661–676

    Google Scholar 

  • Gebreslassie MG, Tabor GR, Belmont MR (2013) Numerical simulation of a new type of cross flow tidal turbine using OpenFOAM—part I: calibration of energy extraction. Renew Energy 50:994–1004

    Article  Google Scholar 

  • Hamel JM, Azarm S (2011) Reducible uncertain interval design by Kriging metamodel assisted multi-objective optimization. ASME J Mech Des 133:011002

    Article  Google Scholar 

  • Hiskens A (2012) Dynamics of type-3 wind turbine generator models. IEEE Transact Power Sys 27(1)

    Google Scholar 

  • Juan GC, Natarajan A, Nikolay KD (2015) Effects of bearing configuration in wind turbine gearbox reliability. Energy Procedia 8:392–400

    Google Scholar 

  • Laina R, Boumhidi I (2015) Control and modeling of wind turbines using genetic algorithms and support vector machines for regression. Int J Comput Netw Commun Secur 3(6):235–243

    Google Scholar 

  • Rajakumar S, Ravindran D (2012) Iterative approach for optimising coefficient of power, coefficient of lift and drag of wind turbine rotor. Renew Energy 38:83–93

    Article  Google Scholar 

  • Smolders K (2010) Reliability analysis and prediction of wind turbine gearboxes. Eur Wind Energy Conf 4:2660–2670

    Google Scholar 

  • Soize C, Capiez-Lernout E, Durand JF, Fernandez C, Gagliardini L (2008) Probabilistic model identification of uncertainties in computational models for dynamical systems and experimental validation. Comput Methods Appl Mech Eng 198:150–163

    Article  MATH  Google Scholar 

  • Tichy M (1994) First-order third-moment reliability method. Struct Saf 16:189–200

    Google Scholar 

  • Zhao YG, Ono T (1999) A general procedure for first/second-order reliability method (FORM/SORM). Struct Saf 21:95–112

    Article  Google Scholar 

Download references

Acknowledgements

This work is partially supported by the Laboratory of Mechanics, Modelling and Manufacturing (LA2MP) of the National Engineering School of Sfax and by the Ministry of Higher Education and Research of Tunisia. The authors gratefully acknowledge the helpful comments and suggestions of the reviewers, which have improved the presentation.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Manel Tounsi .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Tounsi, M., Beyaoui, M., Abboudi, K., Feki, N., Walha, L., Haddar, M. (2018). Reliability Analysis of Random Aerodynamic Torque of Horizontal Axis Wind Turbine. In: Haddar, M., Chaari, F., Benamara, A., Chouchane, M., Karra, C., Aifaoui, N. (eds) Design and Modeling of Mechanical Systems—III. CMSM 2017. Lecture Notes in Mechanical Engineering. Springer, Cham. https://doi.org/10.1007/978-3-319-66697-6_34

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-66697-6_34

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-66696-9

  • Online ISBN: 978-3-319-66697-6

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics