Esmaeil Ghaderi, Hossein Tohidi, Behnam Khosrozadeh. Maximum Power Point Tracking in Variable Speed Wind Turbine Based on Permanent Magnet Synchronous Generator Using Maximum Torque Sliding Mode Control Strategy[J]. Journal of Electronic Science and Technology, 2017, 15(4): 391-399. DOI: 10.11989/JEST.1674-862X.70824028
Citation: Esmaeil Ghaderi, Hossein Tohidi, Behnam Khosrozadeh. Maximum Power Point Tracking in Variable Speed Wind Turbine Based on Permanent Magnet Synchronous Generator Using Maximum Torque Sliding Mode Control Strategy[J]. Journal of Electronic Science and Technology, 2017, 15(4): 391-399. DOI: 10.11989/JEST.1674-862X.70824028

Maximum Power Point Tracking in Variable Speed Wind Turbine Based on Permanent Magnet Synchronous Generator Using Maximum Torque Sliding Mode Control Strategy

doi: 10.11989/JEST.1674-862X.70824028
More Information
  • Author Bio:

    Esmaeil Ghaderi. His current interests include control and power systems, e-mail:ghaderiesmaeil@gmail.com;Hossein Tohidi. His current interests include control and electrical machine drives, e-mail:huseyn.tohidi@gmail.com;Behnam Khosrozadeh. His research interests include advanced machining, control engineering, and energy production, e-mail:bkhosrovzadeh@yahoo.com.

    Esmaeil Ghaderi. His current interests include control and power systems, e-mail:ghaderiesmaeil@gmail.com;Hossein Tohidi. His current interests include control and electrical machine drives, e-mail:huseyn.tohidi@gmail.com;Behnam Khosrozadeh. His research interests include advanced machining, control engineering, and energy production, e-mail:bkhosrovzadeh@yahoo.com.

    Esmaeil Ghaderi. His current interests include control and power systems, e-mail:ghaderiesmaeil@gmail.com;Hossein Tohidi. His current interests include control and electrical machine drives, e-mail:huseyn.tohidi@gmail.com;Behnam Khosrozadeh. His research interests include advanced machining, control engineering, and energy production, e-mail:bkhosrovzadeh@yahoo.com.

  • Received Date: 2017-08-23
  • Rev Recd Date: 2017-10-09
  • Publish Date: 2018-01-10
  • The present study was carried out in order to track the maximum power point in a variable speed turbine by minimizing electromechanical torque changes using a sliding mode control strategy. In this strategy, first, the rotor speed is set at an optimal point for different wind speeds. As a result of which, the tip speed ratio reaches an optimal point, mechanical power coefficient is maximized, and wind turbine produces its maximum power and mechanical torque. Then, the maximum mechanical torque is tracked using electromechanical torque. In this technique, tracking error integral of maximum mechanical torque, the error, and the derivative of error are used as state variables. During changes in wind speed, sliding mode control is designed to absorb the maximum energy from the wind and minimize the response time of maximum power point tracking (MPPT). In this method, the actual control input signal is formed from a second order integral operation of the original sliding mode control input signal. The result of the second order integral in this model includes control signal integrity, full chattering attenuation, and prevention from large fluctuations in the power generator output. The simulation results, calculated by using MATLAB/m-file software, have shown the effectiveness of the proposed control strategy for wind energy systems based on the permanent magnet synchronous generator (PMSG).
  • [1]
    M. Mahdavian, N. Wattanapongsakorn, Gh Shahgholian, S. H. Mozafarpoor, M. Janghorbani, and S. M. Shariatmadar, Maximum power point tracking in wind energy conversion systems using tracking control system based on fuzzy controller, in Proc. of the 11th Intl. Conf. on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, 2014, pp. 1-5.
    [1]
    S. N. Thanh, H. H. Xuan, N. T. Cong, P. P. Hung, T. P. Van, and R. Kennel, Fuzzy logic based maximum power point tracking technique for a stand-alone wind energy system, in Proc. of IEEE Intl. Conf. on Sustainable Energy Technologies, 2016, pp. 320-325.
    [2]
    J. Hussain and M. K. Mishra, Adaptive maximum power point tracking control algorithm for wind energy conversion systems, IEEE Trans. on Energy Conversion, vol. 31, no. 2, pp. 697-705, 2016.
    [3]
    Y. Liu and G. Yu, Energy-based robust adaptive maximum power point tracking control of wind power conversion systems, in Proc. of the 35th Chinese Control Conf., 2016, pp. 1024-1029.
    [4]
    K. D. Pribadi and F. D. Wijaya, Dynamic response of maximum power point tracking using particle swarm optimization for wind energy conversion system, in Proc. of the 8th Intl. Conf. on Information Technology and Electrical Engineering, 2016, pp. 1-6.
    [5]
    M. Koumir, A. El Bakri, and I. Boumhidi, Optimal control for a variable speed wind turbine based on extreme learning machine and adaptive Particle Swarm Optimization, in Proc. of the 5th Intl. Conf. on Systems and Control, 2016, pp. 151-156.
    [6]
    Y. Soufi, S. Kahla, M. Sedraoui, and M. Bechouat, Optimal control based RST controller for maximum power point tracking of wind energy conversion system, in Proc. of the 5th Intl. Conf. on Renewable Energy Research and Applications, 2016, pp. 1168-1172.
    [7]
    H. H. El-Tamaly and A.Y. Nassef, Tip speed ratio and Pitch angle control based on ANN for putting variable speed WTG on MPP, in Proc. of the 18th Intl. Middle East Power Systems Conf., 2016, pp. 625-632.
    [8]
    K. Boulaam and A. Boukhelifa, Maximum power point tracking based on sliding mode control, in Prof. of Electrical Machines and Power Electronics and 2011 Electromotion Joint Conf., 2011, pp. 59-63.
    [9]
    M. A. Alsumiri, W.-H. Tang, and Q.-H. Wu, Maximum power point tracking for wind generator system using sliding mode control, in Proc. of IEEE PES Asia-Pacific Power and Energy Engineering Conf., 2013, pp. 1-6.
    [10]
    A. Rolan, A. Luna, G. Vazquez, D. Aguilar, and G. Azevedo, Modeling of a variable speed wind turbine with a permanent magnet synchronous generator, in Proc. of IEEE Intl. Symposium on Industrial Electronics, 2009, pp. 734-739.
    [11]
    S. S. Kumar, K. Jayanthi, and N. S. Kumar, Maximum power point tracking for a PMSG based variable speed wind energy conversion system using optimal torque control, in Proc. of Intl. Conf. on Advanced Communication Control and Computing Technologies, 2016, pp. 347-352.
    [12]
    C. S. Chiu, T. S. Chiang, M. L. Chou, W. J. Hung, and J. H. Lin, Maximum power point tracking of wind power systems via fast terminal sliding mode control, in Proc. of the 11th IEEE Intl. Conf. on Control Automation, 2014, pp. 809-814.
    [13]
    Y. Errami, M. Maaroufi, and M. Ouassaid, Maximum power point tracking of a wind power system based on the PMSG using sliding mode direct torque control, in Proc. of Renewable and Sustainable Energy Conf., 2013, pp. 218-223.
    [14]
    D. Shen, P. Khayyer, and A. Izadian, Sliding mode extremum seeking control for maximum power point tracking in wind system, in Proc. of IEEE Power and Energy Conf., 2016, pp. 1-6.
    [15]
    Z. Civelek, M. Ly, E. am, and N. Barışı, Control of pitch angle of wind turbine by fuzzy PID controller, Intelligent Automation Soft Computing, vol. 22, no. 3, pp. 463-471, 2016.
    [16]
    R. Gao and Z. Gao, Pitch control for wind turbine systems using optimization, estimation and compensation, Renewable Energy, vol. 91, no. 3, pp. 501-515, 2016.
    [17]
    A. Bartoszewicz, and P. Leśniewski, New switching and nonswitching type reaching laws for SMC of discrete time systems, IEEE Trans. on Control Systems Technology, vol. 24, no. 2, pp. 670-677, 2016.
    [18]
    F. Zhang, Switching reaching law based switched sliding mode control, in Proc. of the 35th Chinese Control Conf., 2016, pp. 4735-4739.
    [19]
    A. Saghafinia, H.W. Ping, M. N. Uddin, and K. S. Gaeid, Adaptive fuzzy sliding-mode control into chattering-free IM drive, IEEE Trans. on Industry Applications, vol. 51, no. 1, pp. 692-701, 2015.
  • Related Articles

    [1]Li Yi-Feng, Hu Zhi-Ang, Gao Jia-Wei, Zhang Yi-Sheng, Li Peng-Fei, Du Hai-Zhou. Efficient anomaly detection method for offshore wind turbines[J]. Journal of Electronic Science and Technology, 2024, 22(4): 100285. DOI: 10.1016/j.jnlest.2024.100285
    [2]Abdul Qadir Versiani, Sibi Chacko, Prashant Kumar Soori. Energy Optimization of Savonius Vertical Axis Wind Turbine[J]. Journal of Electronic Science and Technology, 2015, 13(4): 379-383. DOI: 10.11989/JEST.1674-862X.506221
    [3]Zhi-Yang Wu, Xian Guo, Zhi-Hui Wu. Investigation on Active and Reactive Combined Spot Price Integrated with Wind Farm[J]. Journal of Electronic Science and Technology, 2013, 11(1): 84-88. DOI: 10.3969/j.issn.1674-862X.2013.01.015
    [4]He Guo, Ding-Zhong Huang, Li-Gang Gu, Fang-Yuan Wu. Model of DFIG Wind Farm and Study on Its LVRT Capability[J]. Journal of Electronic Science and Technology, 2013, 11(1): 78-83. DOI: 10.3969/j.issn.1674-862X.2013.01.014
    [5]Xing-Peng Li, Wen-Lu Fu, Qing-Jun Shi, Jian-Bing Xu, Quan-Yuan Jiang. A Fuzzy Logical MPPT Control Strategy for PMSG Wind Generation Systems[J]. Journal of Electronic Science and Technology, 2013, 11(1): 72-77. DOI: 10.3969/j.issn.1674-862X.2013.01.013
    [6]Lue-Bin Fang, Jin-Ding Cai. Reliability Assessment of Microgrid Using Sequential Monte Carlo Simulation[J]. Journal of Electronic Science and Technology, 2011, 9(1): 31-34. DOI: 10.3969/j.issn.1674-862X.2011.01.006
    [7]Sharad W. Mohod, Mohan V. Aware. Battery Energy Storage to Strengthen the Wind Generator in Integrated Power System[J]. Journal of Electronic Science and Technology, 2011, 9(1): 23-30. DOI: 10.3969/j.issn.1674-862X.2011.01.005
    [8]Li-Min Zhou, Ya-Dong Jiang, Zheng-Yu Zhang, Xiao-Lin Sui. Digital Cross-Correlation Detection of Multi-Laser Beams Measuring System for Wind Field Detection[J]. Journal of Electronic Science and Technology, 2010, 8(4): 366-371. DOI: 10.3969/j.issn.1674-862X.2010.04.014
    [9]Li-Min Zhou, Ya-Dong Jiang. Wind Velocity Measurement of Multi-Laser Beams Measurement System Based on Peak Delay Technique[J]. Journal of Electronic Science and Technology, 2010, 8(1): 65-68. DOI: 10.3969/j.issn.1674-862X.2010.01.014
    [10]ZHANG Li, QIU Shui-sheng. Analysis and Experimental Study of Proportional-Integral Sliding Mode Control for DC/DC Converter[J]. Journal of Electronic Science and Technology, 2005, 3(2): 140-143.
  • Catalog

      Article Metrics

      Article views (567) PDF downloads (261) Cited by()
      Related
      Proportional views

      /

      DownLoad:  Full-Size Img  PowerPoint
      Return
      Return