Control of negative voltage output elementary series luo converter via interval type-2 fuzzy controller

Yıl 2022, Cilt: 11 Sayı: 4, 904 - 910, 14.10.2022

Ahmet Gani

https://doi.org/10.28948/ngumuh.1144875

Öz

The present study proposes an interval type-2 Takagi-Sugeno-Kang (TSK) fuzzy controller for voltage mode control of an elementary series Luo converter with negative output voltage and operating at continuous conduction mode. Under different controlling scenarios, the proposed controller aims to improve dynamic response of elementary series Lou converter with negative voltage output. To this end, the circuit model of elementary series Lou converter with negative voltage output was analyzed, and circuit element boundary values were calculated for continuous conduction mode. The dynamic performance of the proposed controlling structure was later analyzed using type-1 TSK fuzzy controller against various disturbances such as changing reference and input voltage and load in Matlab/Simulink environment. When the comparative control performance values obtained from the simulation study are examined, it was observed that the proposed controller has better improvement values compared to the type-1 TSK fuzzy controller in terms of settling times for all control situations.

Anahtar Kelimeler

Negative voltage output elementary Luo converter, Interval type-2 fuzzy controller, Type-1 TSK fuzzy controller

Aralık değerli tip-2 bulanık denetleyici ile negatif gerilim çıkışlı temel seri luo çeviricinin denetimi

Öz

Bu çalışmada, sürekli iletim modunda çalışan negatif gerilim çıkışlı temel seri Luo çeviricinin gerilim mod denetimi için aralık değerli tip-2 Takagi-Sugeno-Kang (TSK) bulanık denetleyici önerilmiştir. Önerilen denetleyici ile negatif gerilim çıkışlı temel seri Luo çeviricinin dinamik cevabının farklı denetim senaryoları ile iyileştirilmesi amaçlanmıştır. Bu amaçla ilk olarak negatif gerilim çıkışlı temel seri Luo çeviricinin devre modeli analiz edilmiş ve sürekli iletim modunda çalışma için devre eleman sınır değerleri hesaplanmıştır. Daha sonra önerilen denetim yapısının dinamik performansı referans gerilim değişimi, giriş gerilimi değişimi ve yük değişimi gibi bozuculara karşı Matlab/Simulink benzetim ortamında tip-1 TSK bulanık denetleyici ile karşılaştırmalı olarak incelenmiştir. Benzetim çalışmasından elde edilen karşılaştırmalı denetim başarım değerleri incelendiğinde bütün denetim durumları için yerleşim zamanları bakımından önerilen denetleyicinin tip-1 TSK bulanık denetleyiciye kıyasla daha iyi iyileştirme değerlerine sahip olduğu görülmüştür.

Anahtar Kelimeler

Negatif Gerilim Çıkışlı Temel Seri Luo çevirici, Aralık Değerli Tip-2 TSK Bulanık Denetim, Tip-1 TSK Bulanık Denetim

Kaynakça

• O. F. Kececioglu, A. Gani, E. Kilic. Investigation on dynamic performance of type-2 neuro-fuzzy controller in control of negative output high gain luo converter. 4th International Mediterranean Science and Engineering Congress, pp. 462-466, Alanya, Turkey, 25-27 April 2019.
• H. Açıkgöz, Ö. F. Keçecioğlu. Aralıklı tip-2 bulanık mantık denetleyici tabanlı yükselten tip DA-DA çevirici yapısının denetimi ve deneysel analizi. Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi, 7(2), 1061-1074. 2020. https://doi.org/10.35193/bseufbd.73 5757.
• A.Gani, H.R.Özçalık, H. Açıkgöz, Ö.F. Keçecioğlu, E. Kılıç. Farklı kural tabanları kullanarak PI-bulanık mantık denetleyici ile doğru akım motorunun hız denetim performansının incelenmesi. Academic Platform Journal of Engineering and Science, 2(1), 16-23.2014. https://doi.org/10.5505/apjes.2014.92408.
• L. A. Zadeh. The concept of a linguistic variable and its application to approximate reasoning-I.Information sciences,8(3),199-249.1975. https://doi.org/10.1016/0 020-0255(75)90036-5.
• O. F. Kececioglu, A. Gani, M. Sekkeli, Design and hardware implementation based on hybrid structure for MPPT of PV system using an interval type-2 TSK fuzzy logic controller. Energies, 13(7), 1842. 2020. https://doi.org/10.3390/en13071842.
• H. Acikgoz, O. F. Kececioglu, A. Gani, M. Tekin, M. Sekkeli. Robust control of shunt active power filter using interval type-2 fuzzy logic controller for power quality improvement. Tehnički vjesnik, 24(2),363-368.2017. https://doi.org/10.17559/TV201612130047 49.
• O.F.Kececioglu, A.Gani, M. Sekkeli. Improved hybrid intelligent controller design for MPPT of stand-alone PV System. Turkish Journal of Engineering, 5(1), 20-28, 2021. https://doi.org/10.31127/tuje.652229.
• O.F.Kececioglu, A.Gani, E.Kilic. Dynamic performance comparison of PI and interval type-2 takagi-sugeno-kang fuzzy controller on positive output luo converter. 2nd Cilicia International Symposium on Engineering and Technology, pp.35-39, Mersin, Turkey 10-12 October 2019.
• O.F.Kececioglu, A.Gani, E.Kilic. Robust control of boost converter using interval type-2 TSK fuzzy logic controller. 2nd Cilicia International Symposium on Engineering and Technology. pp.391-395, Mersin, Turkey, 10-12 October 2019.
• B. Achiammal, R. Kayalvizhi. Genetic algorithm based PI controller for negative output elementary luo converter. IEEE International Conference on Advanced Communications, Control and Computing Technologies, pp.1099-110, Ramanathapuram, India, 8-10 May 2014.
• U. Chi-Wa, C. S. Lam, M. K. Law, S. W. Sin, M.C. Wong, U.Seng-Pan, R.P. Martins. CCM operation analysis and parameters design of negative output elementary luo converter for ripple suppression. IECON 2017-43rd Annual Conference of the IEEE Industrial Electronics Society. pp. 4867-4871, Beijing, China, 29 October-01 November 2017.
• D. S S, M. Selvan N B and U. Subramaniam. Power conditioning of standalone photo-voltaic system with BLDC motor by negative-output luo Converter, International Conference on Power Electronics and Renewable Energy Applications (PEREA). pp. 1-6, Kannur, India, 27-28 November 2020.
• V. Mahesh, S. Saravanan. Evolutionary algorithm tuned PID controller based nosllc-sc converter for PV application. International Journal of Control and Automation, 13(2), 105-115.2020.
• H. J., Motlak, A.S. Rahi. Performance comparison of different control strategies for the regulation of DC-DC negative output super-lift luo-converter. International Journal of Electrical and Computer Engineering, 10(6), 5785-5792.2020. http://doi.org/10.11591/ijece.v10i6.p p5785-5792
• M. L., Devi, P., Abirami, M. R. F. Banu. Design and hardware implementation of self lift negative output luo converter using MPPT for PV applications. International Conference on Power, Energy, Control and Transmission Systems, pp.253-257, Chennai, India, 22-23 February 2018.
• S.,Anandhi,V.Chamundeeswari. Implementation of photo voltaic based improved negative output self-lift luo converter using particle swarm optimization.2nd International Conference on Science Technology Engineering and Management, 2016, pp.349-354.
• S., Muthukaruppasamy, A. Abudhahir. Design and implementation of sliding mode controller plus fuzzy logic controller for discontinuous conduction mode operation of negative output elementary super lift luo converter. Journal of Computational and Theoretical Nanoscience,13(11),8505-8521.2016. https://doi.org/1 0.1166/jctn.2016.6005.
• K. Ramash Kumar, S. Jeevananthan. Design and implementation of reduced-order sliding mode controller plus proportional double integral controller for negative output elementary super-lift luo-converter. IET Power Electronics, 6(5), 974-989. 2013. https:// doi.org/ 10.1049/iet-pel.2012.0602.
• K. Ramash Kumar, S. Jeevananthan. Modelling and implementation of fixed switching frequency sliding mode controller for negative output elementary super lift luo-converter. IET Power Electronics, 5(8), 1593-1604.2012.https://doi.org/10.1049/iet-pel.2011.0442.
• F. L Luo. Positive output Luo converters: voltage lift technique. IEE Proceedings: Electric Power Applications, 146(4), 415-432, 1999.
• F. L. Luo. Negative output Luo converters: Voltage lift technique. IEE Proceedings: Electric Power Applications.146(2),208-224,1999.
• A. Cocor, A. Baescu, A. Florescu, D. A. Stoichesu. Elementary and self-lift negative output Luo dc-dc converters used in hybrid cars. UPB Sci. Bull., Series C, 77(4), 179-190, 2015.
• O. F. Kececioglu, A. Gani, H. Acikgoz. M.Sekkeli. Robust control of buck converter using PI-Fuzzy controller. International Congress on Engineering and Arhitecture, pp.1919-1928, Alanya/Turkey, 14-16 November 2018.
• S. Bereketoğlu, H. Açıkgöz, M. Şekkeli. Fırçasız doğru akım motorunun aralıklı tip-2 bulanık mantık denetleyici tabanlı hız denetimi. EMO Bilimsel Dergi, 10(2), 31-40,2020.
• A. Gani, Improving dynamic efficiency of photovoltaic generation systems using adaptive type 2 fuzzy‐neural network via EN 50530 test procedure. International Journal of Circuit Theory and Applications, 49(11), 3922-3940,2021.https://doi.org/10.1002/cta.3126.
• H. Acikgoz, M. Sekkeli. Improving control of SST using type-2 neuro-fuzzy controller with elliptic membership function. International Artificial Intelligence and Data Processing Symposium (IDAP), 2019, pp.1-6.
• J. M. Mendel. Advances in Type-2 Fuzzy Sets and Systems. Information Sciences,177(1), 84-110, 2007. https://doi.org/10.1016/j.ins.2006.05.003.
• M. Biglarbegian, W.W. Melek, J.M. Mendel, On the stability of interval type-2 TSK fuzzy logic control systems, IEEE Transactions on Systems, Man, and Cybernetics,40, pp. 798-818, 2010. https://doi.org /10. 1109/TSMCB.2009.2029986.