Search tips
 This content is not included in your SAE MOBILUS subscription, or you are not logged in.

Multi-objective Optimization under Uncertainty of a Continuously Variable Transmission for a 1.5 MW Wind Turbine

Journal Article
05-15-04-0026
ISSN: 1946-3979, e-ISSN: 1946-3987
DOI: https://doi.org/10.4271/05-15-04-0026
Published August 02, 2022 by SAE International in United States
Multi-objective Optimization under Uncertainty of a Continuously Variable Transmission for a 1.5 MW Wind Turbine
Sector:
Citation: Ziat, A., Zaghar, H., Ait Taleb, A., and Sallaou, M., "Multi-objective Optimization under Uncertainty of a Continuously Variable Transmission for a 1.5 MW Wind Turbine," SAE Int. J. Mater. Manf. 15(4):407-419, 2022, https://doi.org/10.4271/05-15-04-0026.
Language: English

References

  1. Yin , X. , Zhang , W. , and Zhao , X. Current Status and Future Prospects of Continuously Variable Speed Wind Turbines: A Systematic Review Mechanical Systems and Signal Processing 120 2019 326 340
  2. Bharani , R. and Sivaprakasam , A. A Review Analysis on Performance and Classification of Wind Turbine Gearbox Technologies IETE Journal of Research 2020 1 15
  3. Bottiglione , F. , Mantriota , G. , and Valle , M. Power-Split Hydrostatic Transmissions for Wind Energy Systems Energies 11 12 2018 3369
  4. Bottiglione , F. and Mantriota , G. MG-IVT: An Infinitely Variable Transmission with Optimal Power Flows J. Mech. Des. 130 11 2008 112603
  5. Mantriota , G. Power Split Transmissions for Wind Energy Systems Mechanism and Machine Theory 117 2017 160 174
  6. Nejadkhaki , H.K. , Chaudhari , S. , and Hall , J.F. A Design Methodology for Selecting Ratios for a Variable Ratio Gearbox Used in a Wind Turbine with Active Blades Renewable Energy 118 2018 1041 1051
  7. Giallanza , A. , Porretto , M. , Cannizzaro , L. , and Marannano , G. Analysis of the Maximization of Wind Turbine Energy Yield Using a Continuously Variable Transmission System Renewable Energy 102 2017 481 486
  8. Hall , J.F. , Mecklenborg , C.A. , Chen , D. , and Pratap , S.B. Wind Energy Conversion with a Variable-Ratio Gearbox: Design and Analysis Renewable Energy 36 3 2011 1075 1080
  9. Petković , D. , Ćojbašić , Ž. , Nikolić , V. , Shamshirband , S. et al. Adaptive Neuro-Fuzzy Maximal Power Extraction of Wind Turbine with Continuously Variable Transmission Energy 64 2014 868 874
  10. Yin , X.-x. , Lin , Y.-g. , Li , W. , Liu , H.-w. et al. Output Power Control for Hydro-Viscous Transmission Based Continuously Variable Speed Wind Turbine Renewable Energy 72 2014 395 405
  11. Alemayehu , F.M. and Ekwaro-Osire , S. Loading and Design Parameter Uncertainty in the Dynamics and Performance of High-Speed-Parallel-Helical-Stage of a Wind Turbine Gearbox Journal of Mechanical Design 136 9 2014 091002
  12. Ziat , A. , Zaghar , H. , Ait Taleb , A. , and Sallaou , M. Reliable and Robust Optimization of the Planetary Gear Train Using Particle Swarm Optimization and Monte Carlo Simulation SAE Int. J. Mater. Manf. 15 1 2022 21 33 https://doi.org/10.4271/05-15-01-0003
  13. Nejad , A.R. , Gao , Z. , and Moan , T. Long-Term Analysis of Gear Loads in Fixed Offshore Wind Turbines Considering Ultimate Operational Loadings Energy Procedia 35 2013 187 197
  14. Petrone , G. , de Nicola , C. , Quagliarella , D. , Witteveen , J. et al. Wind Turbine Performance Analysis under Uncertainty 49th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition Orlando, FL 2011 544
  15. Tounsi , M. , Beyaoui , M. , Abboudi , K. , Feki , N. et al. Influence of Uncertainty in Aerodynamic Performance on the Dynamic Response of a Two Stage Gear System Journal of Theoretical and Applied Mechanics 54 2 2016 601 612
  16. Jouilel , N. , Radouani , M. , and El Fahime , B. Wind Turbine’s Gearbox Aided Design Approach Using Bond Graph Methodology and Monte Carlo Simulation International Journal of Precision Engineering and Manufacturing-Green Technology 8 1 2021 89 101
  17. Aittaleb , A. , Sallaou , M. , and Zaghar , H. Optimal Design of Continuously Variable Power-Split Transmissions for the Wind Energy Conversion System SAE Int. J. STEEP 1 2 2020 103 113 https://doi.org/10.4271/13-01-02-0006
  18. Mangialardi , L. and Mantriota , G. Power Flows and Efficiency in Infinitely Variable Transmissions Mechanism and Machine Theory 34 7 1999 973 994
  19. Bottiglione , F. , De Pinto , S. , and Mantriota , G. Infinitely Variable Transmissions in Neutral Gear: Torque Ratio and Power Re-Circulation Mechanism and Machine Theory 74 2014 285 298
  20. AïtTaleb , A. , Chaâba , A. , and Sallaou , M. Efficiency Evaluation of Continuously Variable Transmissions Including a Planetary Gear Train Energy and Power Engineering 5 2 2013 153 160
  21. Miler , D. , Žeželj , D. , Lončar , A. , and Vučković , K. Multi-Objective Spur Gear Pair Optimization Focused on Volume and Efficiency Mechanism and Machine Theory 125 2018 185 195
  22. Mantriota , G. Performances of a Series Infinitely Variable Transmission with Type I Power Flow Mechanism and Machine Theory 37 6 2002 579 597
  23. Taleb , A.A. , Chaaba , A. , and Sallaou , M. On the Mechanical Efficiency Assessment of Epicyclic Gear Trains: Analytic Formulas and an Easy Algorithm SAE Technical Paper 2014-01-2888 2014 https://doi.org/10.4271/2014-01-2888
  24. Patil , M. , Ramkumar , P. , and Shankar , K. Multi-Objective Optimization of the Two-Stage Helical Gearbox with Tribological Constraints Mechanism and Machine Theory 138 2019 38 57
  25. Zhang , Y. , Liu , Q. , and Wen , B. Practical Reliability-Based Design of Gear Pairs Mechanism and Machine Theory 38 12 2003 1363 1370
  26. Ziat , A. , Sallaou , M. , Zaghar , H. , and Taleb , A.A. Optimization Approach under Uncertainty in Preliminary Design for Mechanical Engineering 2020 1st International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET) Meknes, Morocco 2020 1 4
  27. Lelievre , N. , Beaurepaire , P. , Mattrand , C. , Gayton , N. et al. On the Consideration of Uncertainty in Design: Optimization—Reliability—Robustness Structural and Multidisciplinary Optimization 54 6 2016 1423 1437 https://doi.org/10.1007/s00158-016-1556-5
  28. Zhang , J. , Du , H. , Xue , D. , and Gu , P. Robust Design Approach to the Minimization of Functional Performance Variations of Products and Systems Frontiers of Mechanical Engineering 16 2 2021 379 392
  29. Schueller , G. Efficient Monte Carlo Simulation Procedures in Structural Uncertainty and Reliability Analysis-Recent Advances Structural Engineering and Mechanics: An International Journal 32 1 2009 1 20
  30. Rolander , N. , Rambo , J. , Joshi , Y. , Allen , J.K. et al. An Approach to Robust Design of Turbulent Convective Systems Journal of Mechanical Design 128 4 2006 844 855
  31. Janssen , H. Monte-Carlo Based Uncertainty Analysis: Sampling Efficiency and Sampling Convergence Reliability Engineering & System Safety 109 2013 123 132
  32. Deb , K. , Agrawal , S. , Pratap , A. , and Meyarivan , T. A Fast Elitist Non-Dominated Sorting Genetic Algorithm for Multi-Objective Optimization: NSGA-II International Conference on Parallel Problem Solving from Nature Berlin, Heidelberg Springer 2000 849 858

Cited By