Tez Özeti
BibTex RIS Kaynak Göster

Speed Control of a Single-Phase Induction Motor Using a Fuzzy Logic Based Hysteresis Band PWM

Yıl 2024, Cilt: 14 Sayı: 2, 146 - 153

Öz

Single-phase asynchronous motors are preferred in the industry due to their significant features such as robust construction, easy maintenance, and ability to operate in different ambient conditions. They are widely used in various types of automated control systems, cooling and ventilation appliances, and household appliances. Although the structure of the single-phase induction motors is quite simple, modeling and speed control of them are very difficult due to their nonlinear structure. Since traditional speed control methods are not sufficient in nowadays, various methods are being investigated for the speed control of these motors. One of them is to control the speed of a single-phase induction motor by changing the voltage waveform via the power electronic components. In addition to this method, fuzzy logic controller can be preferred in the systems that are difficult to analyze and it does not require a mathematical model. For this reason, in this study, a PWM controlled AC chopper circuit and fuzzy logic controller, which is one of the faster and cheaper methods, are proposed for the speed control of a single phase induction motor. Thus, better results are obtained from the fuzzy logic controller. The system is modeled by MATLAB/Simulink simulations and the results are validated.

Kaynakça

  • [1] A. H. Saçkan, “Asenkron Motorlar,” Birsen Yayınevi, 1994.
  • [2] J. Holtz, “Speed Estimation and Sensorless Control of Drives,” Proc. IEEE Int. Conf. On Ind.Elec.Cont. And Intr. (IECON’93), November 1993, Maui, Book of Proceedings : 649-654 .
  • [3] N. Jain, N. H. Funde, N. P. Meshram, S. Shrikant, “Speed Control of Single Phase Induction Motor Using AC Chopper by Asymmetrical PWM Technique,” GRD Journal for Engineering, vol. 3, no. 10, 2019.
  • [4] G. Zigirkas, J. Kalamiros, “Voltage Control of Single-Phase Induction Motors Using Asymmetrical PWM and Fuzzy Logic,” 5 th International Conference on Modern Circuits and Systems Technologies, 2016.
  • [5] M. Bouzidi, S. Harrouz, S. Mansori, “Control and Automation of Asynchronous Motor Using Fuzzy Logic,” Algerian Journal of Renewable Energy and Sustainable Development, vol. 1, no. 2, pp. 12415-12422, 2014.
  • [6] O. R. Agyare, A. B. Asiedu-Asante, A. R. Biney, “Fuzzy Logic Based Condition Monitoring of a 3-Phase Induction Motor”.
  • [7] Z. Mekrini and S. Bri, “Fuzzy Logic Application for Intelligent Control of An Asynchronous Machine,” Indones. J. Electr. Eng. Comput Sci., vol. 7, no. 1, p. 61, 2017.
  • [8] H. Maghfiroh, J. Slamet Saputro, F. Fahmizal, and M. Ahmad Baballe, “Adaptive Fuzzy-PI for Induction Motor Speed Control,” jfsc, vol. 1, no.1, pp. 1-5, 2023.
  • [9] G. M. Sivasubramanian and M. NArayanamurthy, “Implementation of PWM AC Chopper Controller for Capacitor Run Induction Motor Drive Via Bacterial Foraging Optimization Algorithm,” Int. J. Reconfigurable Embed. Syst. (IJRES), vol. 9, no.3, pp. 169-177, 2020.
  • [10] R. M. Ariff, D. Hanafi, W. M. Utomo, N. M. Zin, S. Y. Sim, and A. A. Bohari, “Takagi-Sugeno Fuzzy Perpose as Speed Controller in Indirect Field Oriend Control of Induction Motor Drive,” IAES Int. J. Artif. Intell. (IJ-AI), vol. 5, no. 4, p.149, 2015.
  • [11] M. M. R. Ahmed, M. Soliman, “Speed Control of AC Series Motor Using AC Chopper Voltage Control,” IEEE Electrical Power &Energy Conference, 2010.
  • [12] H. Mohan, M. K. Pathak, and S. K. Dwivedi, “Reactive Power Based Speed Control of Induction Motor Drive using Fuzzy Logic for Industrial Application,” in 2020 IEEE International Conference on Power Electronics, Smart Grid and Renewable Energy (PESGRE2020), 2020.
  • [13] S. El Daoudi, L. Lazrak, N. El Ouanjli, M. Ait Lafkih M, “Sensorless Fuzzy Direct Torque Control of Induction Motor With Sliding Mode Speed Controller,” Computer and Electrical Engineering, vol. 96, no. 107490, p.107490, 2021.
  • [14] T. Muthamizhan, B. Shivaji, M. Aijaz, “Fuzzy Logic Controller Based Multilevel Inverters Integrated Speed Control of Induction Motors,” in 2022 3rd International Conference for Emerging Technology(INCET), 2022.
  • [15] G. Bal, Özel Elektrik Makinaları, Seçkin Yayıncılık, 2011.
  • [16] S. Ünal, M. Özdemir, S. Sünter, “Voltage and Frequency Control of a Single-Phase Self-Excited Generator,” International Aegean Conference on Electrical Machines and Power Electronics, Istanbul-Turkey, pp.509-514, May 2004.
  • [17] Bashi S.M., Mailah N. F., Cheng W.B., (2008). “Development of a Single Phase AC Controller”, Pertanika J.Sci&Technol. Vol 16, No.2, pp.119-127, 2008.
  • [18] R. R. Duvvuru, T. S. K. Manoj, A. V. S. Reddy, R. R. Duvvuru, C. N. Kumar, and C. R. Reddy, 2021. “Fuzzy Logic Controller Based Three-Phase PWM AC Chopper Fed Induction Motor Drive With HBCC Technique,” International Journal of Electrical Engineering and Technology(IJEET), vol. 12, no. 5, 2021.
  • [19] N. Çatalbaş, C. Çatalbaş, S. Sunter, “Design and Implementation of a Hysteresis Band Current Controller Three-Phase AC Chopper System,” International Journal of Renewable Energy Research, June, 2020.
  • [20] H. Çelik, H. Kürüm, “Düzenli Örneklemeli Sinüzoidal PWM’in Asenkron Motorun Hız Kontrolündeki Etkileri,” Elektrik-Elektronik-Bilgisayar Mühendisliği 11. Ulusal Kongresi ve Fuarı Bildirileri, 2005.
  • [21] A. Herizi, A. Bouguerra, S. Zeghlache, R. Rouabhi, R. Mahmoudi, H. E. Smaini, 2020. “Type-2 Sugeno Fuzzy Logic Inference System for Speed Control of a Doubly-Fed Induction Motor,” in 2020 1st International Conference on Digitization and its Application (ICDA’2020), 2020.
  • [22] İ. Alışkan, S. Ünsal, “Farklı Çıkarım Yöntemlerine Sahip Bulanık Mantık Denetleyicileri Kullanılarak Kalıcı Mıknatıslı Senkron Motorun Hız Denetimi,” Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 24(2), 185-191, 2018.
  • [23] H. Maghfiroh, J. S. Saputro, F. Adriyanto, A. Sujono, R. L. Lambang, 2020. “Performance Evaluation of Fuzzy-PID in Speed Control of Three Phase Induction Motor,” ICIMECE, 2020.
  • [24] M. A. Hannan, J. A. Ali, M. S. H. Lipu, A. Mohamed, P. J. Ker, T. M. I. Mahlia, M. Mansor, A. Hussain, K. M. Muttaqi, Z. Y. Dong , “Role of Optimization Algorithms Based Fuzzy Controller in Achieving Induction Motor Performance Enhancement,” Nature Communications, vol. 11, no. 1, p. 3792, 2020.
  • [25] G. Kamalapur, M. S. Aspalli “Direct Torque Control and Dynamic Performance of Induction Motor Using Fractional Order Fuzzy Logic Controller,” International Journal of Electrical and Computer Engineering(IJECE), vol.13, no.4, pp.3805-3816, 2023.
Yıl 2024, Cilt: 14 Sayı: 2, 146 - 153

Öz

Kaynakça

  • [1] A. H. Saçkan, “Asenkron Motorlar,” Birsen Yayınevi, 1994.
  • [2] J. Holtz, “Speed Estimation and Sensorless Control of Drives,” Proc. IEEE Int. Conf. On Ind.Elec.Cont. And Intr. (IECON’93), November 1993, Maui, Book of Proceedings : 649-654 .
  • [3] N. Jain, N. H. Funde, N. P. Meshram, S. Shrikant, “Speed Control of Single Phase Induction Motor Using AC Chopper by Asymmetrical PWM Technique,” GRD Journal for Engineering, vol. 3, no. 10, 2019.
  • [4] G. Zigirkas, J. Kalamiros, “Voltage Control of Single-Phase Induction Motors Using Asymmetrical PWM and Fuzzy Logic,” 5 th International Conference on Modern Circuits and Systems Technologies, 2016.
  • [5] M. Bouzidi, S. Harrouz, S. Mansori, “Control and Automation of Asynchronous Motor Using Fuzzy Logic,” Algerian Journal of Renewable Energy and Sustainable Development, vol. 1, no. 2, pp. 12415-12422, 2014.
  • [6] O. R. Agyare, A. B. Asiedu-Asante, A. R. Biney, “Fuzzy Logic Based Condition Monitoring of a 3-Phase Induction Motor”.
  • [7] Z. Mekrini and S. Bri, “Fuzzy Logic Application for Intelligent Control of An Asynchronous Machine,” Indones. J. Electr. Eng. Comput Sci., vol. 7, no. 1, p. 61, 2017.
  • [8] H. Maghfiroh, J. Slamet Saputro, F. Fahmizal, and M. Ahmad Baballe, “Adaptive Fuzzy-PI for Induction Motor Speed Control,” jfsc, vol. 1, no.1, pp. 1-5, 2023.
  • [9] G. M. Sivasubramanian and M. NArayanamurthy, “Implementation of PWM AC Chopper Controller for Capacitor Run Induction Motor Drive Via Bacterial Foraging Optimization Algorithm,” Int. J. Reconfigurable Embed. Syst. (IJRES), vol. 9, no.3, pp. 169-177, 2020.
  • [10] R. M. Ariff, D. Hanafi, W. M. Utomo, N. M. Zin, S. Y. Sim, and A. A. Bohari, “Takagi-Sugeno Fuzzy Perpose as Speed Controller in Indirect Field Oriend Control of Induction Motor Drive,” IAES Int. J. Artif. Intell. (IJ-AI), vol. 5, no. 4, p.149, 2015.
  • [11] M. M. R. Ahmed, M. Soliman, “Speed Control of AC Series Motor Using AC Chopper Voltage Control,” IEEE Electrical Power &Energy Conference, 2010.
  • [12] H. Mohan, M. K. Pathak, and S. K. Dwivedi, “Reactive Power Based Speed Control of Induction Motor Drive using Fuzzy Logic for Industrial Application,” in 2020 IEEE International Conference on Power Electronics, Smart Grid and Renewable Energy (PESGRE2020), 2020.
  • [13] S. El Daoudi, L. Lazrak, N. El Ouanjli, M. Ait Lafkih M, “Sensorless Fuzzy Direct Torque Control of Induction Motor With Sliding Mode Speed Controller,” Computer and Electrical Engineering, vol. 96, no. 107490, p.107490, 2021.
  • [14] T. Muthamizhan, B. Shivaji, M. Aijaz, “Fuzzy Logic Controller Based Multilevel Inverters Integrated Speed Control of Induction Motors,” in 2022 3rd International Conference for Emerging Technology(INCET), 2022.
  • [15] G. Bal, Özel Elektrik Makinaları, Seçkin Yayıncılık, 2011.
  • [16] S. Ünal, M. Özdemir, S. Sünter, “Voltage and Frequency Control of a Single-Phase Self-Excited Generator,” International Aegean Conference on Electrical Machines and Power Electronics, Istanbul-Turkey, pp.509-514, May 2004.
  • [17] Bashi S.M., Mailah N. F., Cheng W.B., (2008). “Development of a Single Phase AC Controller”, Pertanika J.Sci&Technol. Vol 16, No.2, pp.119-127, 2008.
  • [18] R. R. Duvvuru, T. S. K. Manoj, A. V. S. Reddy, R. R. Duvvuru, C. N. Kumar, and C. R. Reddy, 2021. “Fuzzy Logic Controller Based Three-Phase PWM AC Chopper Fed Induction Motor Drive With HBCC Technique,” International Journal of Electrical Engineering and Technology(IJEET), vol. 12, no. 5, 2021.
  • [19] N. Çatalbaş, C. Çatalbaş, S. Sunter, “Design and Implementation of a Hysteresis Band Current Controller Three-Phase AC Chopper System,” International Journal of Renewable Energy Research, June, 2020.
  • [20] H. Çelik, H. Kürüm, “Düzenli Örneklemeli Sinüzoidal PWM’in Asenkron Motorun Hız Kontrolündeki Etkileri,” Elektrik-Elektronik-Bilgisayar Mühendisliği 11. Ulusal Kongresi ve Fuarı Bildirileri, 2005.
  • [21] A. Herizi, A. Bouguerra, S. Zeghlache, R. Rouabhi, R. Mahmoudi, H. E. Smaini, 2020. “Type-2 Sugeno Fuzzy Logic Inference System for Speed Control of a Doubly-Fed Induction Motor,” in 2020 1st International Conference on Digitization and its Application (ICDA’2020), 2020.
  • [22] İ. Alışkan, S. Ünsal, “Farklı Çıkarım Yöntemlerine Sahip Bulanık Mantık Denetleyicileri Kullanılarak Kalıcı Mıknatıslı Senkron Motorun Hız Denetimi,” Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 24(2), 185-191, 2018.
  • [23] H. Maghfiroh, J. S. Saputro, F. Adriyanto, A. Sujono, R. L. Lambang, 2020. “Performance Evaluation of Fuzzy-PID in Speed Control of Three Phase Induction Motor,” ICIMECE, 2020.
  • [24] M. A. Hannan, J. A. Ali, M. S. H. Lipu, A. Mohamed, P. J. Ker, T. M. I. Mahlia, M. Mansor, A. Hussain, K. M. Muttaqi, Z. Y. Dong , “Role of Optimization Algorithms Based Fuzzy Controller in Achieving Induction Motor Performance Enhancement,” Nature Communications, vol. 11, no. 1, p. 3792, 2020.
  • [25] G. Kamalapur, M. S. Aspalli “Direct Torque Control and Dynamic Performance of Induction Motor Using Fractional Order Fuzzy Logic Controller,” International Journal of Electrical and Computer Engineering(IJECE), vol.13, no.4, pp.3805-3816, 2023.
Toplam 25 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Elektrik Makineleri ve Sürücüler
Bölüm Araştırma Makalesi
Yazarlar

Ece Yılmaz 0000-0002-4960-3836

Sencer Ünal 0000-0001-5990-933X

Mehmet Özdemir 0000-0002-1178-060X

Erken Görünüm Tarihi 13 Ocak 2025
Yayımlanma Tarihi
Gönderilme Tarihi 14 Mart 2024
Kabul Tarihi 15 Ağustos 2024
Yayımlandığı Sayı Yıl 2024 Cilt: 14 Sayı: 2

Kaynak Göster

APA Yılmaz, E., Ünal, S., & Özdemir, M. (2025). Speed Control of a Single-Phase Induction Motor Using a Fuzzy Logic Based Hysteresis Band PWM. European Journal of Technique (EJT), 14(2), 146-153. https://doi.org/10.36222/ejt.1452899

All articles published by EJT are licensed under the Creative Commons Attribution 4.0 International License. This permits anyone to copy, redistribute, remix, transmit and adapt the work provided the original work and source is appropriately cited.Creative Commons Lisansı