256
Views
2
CrossRef citations to date
0
Altmetric
Research Articles

Finite-time fault detection and reconstruction of permanent magnet synchronous generation wind turbine via sliding mode observer

&
Pages 823-837 | Received 01 Aug 2021, Accepted 26 Jan 2023, Published online: 01 Mar 2023

References

  • Ahmad, M., & Mohd-Mokhtar, R. (2021). Model matching fault detection filter design for a linear discrete-time system with mixed uncertainties. International Journal of Control, 96(2), 449–460. https://doi.org/10.1080/00207179.2021.2000645.
  • Baburajan, S. (2018, February 06–April 05). Improving the efficiency of a wind turbine system using a fuzzy-pid controller. Advances in Science and Engineering Technology International Conferences (ASET). IEEE.
  • Boulouma, S., Belmili, H., & Labiod, S. (2015, December 13–15). Robust adaptive maximum power capture control scheme for a PMSG based WECS. 4th international Conference on Electrical Engineering, ICEE 2015. IEEE. https://doi.org/10.1109/INTEE.2015.7416721.
  • Corradini, M. L., Cristofaro, A., & Pettinari, S. (2014, June 24–27). Diagnosis and accommodation of faults affecting the PMSG in variable-speed sensorless wind turbines – A deterministic approach. European Control Conference, ECC 2014 (pp. 1957–1962). IEEE.
  • Freire, N. M. A., Estima, J. O., & Cardoso, A. J. M. (2012). A new approach for current sensor fault diagnosis in PMSG drives for wind energy conversion systems. IEEE Energy Conversion Congress and Exposition (pp. 2083–2090). IEEE. https://doi.org/10.1109/ECCE.2012.6342555.
  • Gao, Z., & Liu, X. (2021). An overview on fault daignosis, prognosis and resilient control for wind turbine systems. processes, 9(2), 300. https://doi.org/10.3390/pr9020300.
  • Gong, X., & Qiao, W. (2012). Imbalance fault detection of direct-drive wind turbines using generator current signals. IEEE Transactions on Energy Conversion, 27(2), 468–476. https://doi.org/10.1109/TEC.2012.2189008.
  • Hang, J., Zhang, J., & Cheng, M. (2014, September 14–18). Fault diagnosis of wind turbine using control loop current signals. IEEE Energy Conversion Congress and Exposition (ECCE) (pp. 3119–3124). IEEE.
  • He, W., Xiang, W., He, X., & Li, G. (2020). Boundary vibration control of a floating wind trubine system with mooring lines. Control Engineering Practice, 101, 104423. https://doi.org/10.1016/j.conengprac.2020.104423.
  • Khodakaramzadeh, S., Ayati, M., & Ha’iri-Yazdi, M. R. (2021). Fault diagnosis of a permanent magnet synchronous generator wind turbine. Journal of Electrical and Computer Engineering Innovations, 9(2), 143–152. https://doi.org/10.22061/JECEI.2020.7424.408
  • Lu, B., Li, Y., Wu, X., & Yang, Z. (2009). A review of recent advances in wind turbine condition monitoring and fault diagnosis. IEEE Power Electronics and Machines in Wind Applications.
  • Lu, D., & Qiao, W. (2013, June 16–19). Frequency demodulation-aided condition monitoring for drivetrain gearboxes. IEEE Transportation Electrification Conference and Expo (ITEC). IEEE.
  • Malik, H., & Mishra, S. (2015). Application of LVQ network in fault diagnosis of wind turbine using TurbSim, FAST and simulink. 2015. Michael Faraday IET International Summit (pp. 474–480). IET. https://doi.org/10.1049/cp.2015.1679.
  • Malik, H., & Mishra, S. (2016a, November 25–27). Application of fuzzy Q learning (FQL) technique to wind turbine imbalance fault identification using generator current signals. IEEE 7th Power India International Conference (PIICON). IEEE.
  • Malik, H., & Mishra, S. (2016b, November 17–19). Application of gene expression programming (GEP) to investigate the health condition of direct-drive wind turbine. 7th India International Conference on Power Electronics (IICPE). IEEE.
  • Miryousefi Aval, S. M., & Ahadi, A. (2016). Wind turbine fault diagnosis techniques and related algorithms. International Journal of Renewable Energy Research, 6(1), 80–89. https://doi.org/10.20508/ijrer.v6i1.3094.g6762.
  • Mosa, M. A., Elsyed, A. A., Amin, A. M. A., & Ghany, A. M. A. (2016). Variable speed wind turbine pitch angle controller with rate limiter anti-windup. Eighteenth International Middle East Power Systems Conference (MEPCON). Variable speed wind turbine pitch angle controller with rate limiter anti-windup. IEEE.
  • Mousavi, M., Rahnavard, M., Ayati, M., & Hairi Yazdi, M. R. (2019). Terminal sliding mode observers for uncertain linear systems with matched disturbance. Asian Journal of Control, 21(1), 377–386. https://doi.org/10.1002/asjc.1953
  • Munteanu, I., Bratcu, A., Cutululis, N., & Ceanga, E. (2008). Optimal control of wind energy systems: Toward a global approach. Springer.
  • Muyeen, S. M., Tamura, J., & Murata, T. (2009). Stability augmentation of a grid-connected wind farm. Springer.
  • Nguyen, H. M., & Naidu, D. S. (2012, October 24–26). Direct fuzzy adaptive control for standalone wind energy conversion systems. Proceedings of the World Congress on Engineering and Computer Science. Newswood Limited.
  • Odgaard, P. F., & Johnson, K. E. (2013, June 17–19). Wind turbine fault detection and fault tolerant control – an enhanced benchmark challenge. American Control Conference (ACC) (pp. 4447–4452). IEEE. https://doi.org/10.1109/ACC.2013.6580525.
  • Orlando, N. A., Liserre, M., Mastromauro, R. A., & Aquila, A. D. (2013). A survey of control issues in PMSG-based small wind-turbine systems. IEEE Transactions on Industrial Informatics, 9(3), 1211–1221. https://doi.org/10.1109/TII.2013.2272888.
  • Rahnavard, M., Ayati, M., & Hairi Yazdi, M. R. (2018). Robust actuator and sensor fault reconstruction of wind turbine using modified sliding mode observer. Transactions of the Institute of Measurement and Control, 41(6), 1504–1518. https://doi.org/10.1177/0142331218754620.
  • Rahnavard, M., Ayati, M., Hairi Yazdi, M. R., & Mousavi, M. (2019). Finite time estimation of actuator faults, states, and aerodynamic load of a realistic wind turbine. Renewable Energy, 28, 256–267. https://doi.org/10.1016/j.jsames.2009.03.003.
  • Rahnavard, M., Hairi Yazdi, M. R., & Ayati, M. (2017). On the development of a sliding mode observer-based fault diagnosis scheme for a wind turbine benchmark model. Journal of Energy Equipments and Systems, 5(1), 13–26. https://doi.org/10.22059/ees.2017.60846.
  • Sales-Setien, E., Penarrocha, I., Dolz, D., & Sanchis, R. (2015). Fault detection in the blade and pitch system of a wind turbine with H2 PI observers. Journal of Physics: Conference Series, 659, 012033. IOP Publishing. https://doi.org/10.1088/1742-6596/659/1/012033.
  • Simani, S., & Castaldi, P. (2019). Intellifent fault diagnosis techniques applied to an offshore wind turbine system. Applied Sciences, 9(4), 783, https://doi.org/10.3390/app9040783.
  • Tan, C. P., Yu, X., & Man, Z. (2010). Terminal sliding mode observers for a class of nonlinear systems. Automatica, 46(8), 1401–1404. https://doi.org/10.1016/j.automatica.2010.05.010.
  • Tong, X., & Zhao, X. (2017). Power generation control of a monopile hydrostatic wind turbine using an H∞ loop-shaping torque controller and an LPV pitch controller. IEEE Transactions on Control Systems Technology, 26(6), 2165–2172. https://doi.org/10.1109/TCST.2017.2749562.
  • Wang, X., Guo, J., & Lu, S. (2020, August 22–24). A Two-step method for PMSG bearing fault recognition under varying speed condition. Chinese Control and Decision Conference (CCDC) (pp. 5102–5106). IEEE.
  • Yan, X., & Edwards, C. (2007). Nonlinear robust fault reconstruction and estimation using a sliding mode observer. Automatica, 43(9), 1605–1614. https://doi.org/10.1016/j.automatica.2007.02.008.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.