DC-link voltage control of three-phase PWM rectifier by using artificial bee colony based type-2 fuzzy neural network
作者： Hakan Acikgoz , Ceyhun Yildiz , Resul Coteli , Besir Dandil
DOI: 10.1016/J.MICPRO.2020.103250
关键词:
摘要: Abstract The pulse width modulation (PWM) rectifiers are nonlinear systems due to semiconductor switches in their structure. Therefore, these draw a distorted current from AC supply. Many different improvements have been proposed overcome problems caused by PWM rectifiers. In this paper, DC-link voltage of three-phase rectifier is regulated using Type-2 Fuzzy Neural Network (T2FNN) controller that parameters optimized Artificial Bee Colony (ABC) optimization method. antecedent and consequent parts T2FNN ABC performance ABC-T2FNN analyzed under operating conditions through simulation model based on MATLAB. considered as constant input, set point, step DC load change, unbalanced supply regenerative mode. results obtained the verified comparing with classical T2FNN. When investigated, it seen has better dynamic response for all than conventional controller.
sci-hub.st 参考文章(32)
Bin Wu, High-Power Converters and AC Drives ,(2006)
Mauricio Aredes, Edson Hirokazu Watanabe, Hirofumi Akagi, Instantaneous power theory and applications to power conditioning ,(2007)
A. Allag, M. Y. Hammoudi, S. M. Mimoune, M. Y. Ayad, M. Becherif, A. Miraoui, Tracking control via adaptive backstepping approach for a three phase PWM AC-DC converter international symposium on industrial electronics. pp. 371- 376 ,(2007) , 10.1109/ISIE.2007.4374626
Hang Yin, Sibylle Dieckerhoff, Experimental comparison of DPC and VOC control of a three-level NPC grid connected converter international symposium on power electronics for distributed generation systems. pp. 1- 7 ,(2015) , 10.1109/PEDG.2015.7223072
Xin-She Yang, Engineering Optimizations via Nature-Inspired Virtual Bee Algorithms Artificial Intelligence and Knowledge Engineering Applications: A Bioinspired Approach. pp. 317- 323 ,(2005) , 10.1007/11499305_33
Xinyu Du, Hao Ying, Derivation and Analysis of the Analytical Structures of the Interval Type-2 Fuzzy-PI and PD Controllers IEEE Transactions on Fuzzy Systems. ,vol. 18, pp. 802- 814 ,(2010) , 10.1109/TFUZZ.2010.2049022
J. S. Siva Prasad, Tushar Bhavsar, Rajesh Ghosh, G. Narayanan, Vector control of three-phase ac-dc front-end converter Sadhana-academy Proceedings in Engineering Sciences. ,vol. 33, pp. 591- 613 ,(2008) , 10.1007/S12046-008-0045-Y
T. Noguchi, H. Tomiki, S. Kondo, I. Takahashi, Direct power control of PWM converter without power source voltage sensors ieee industry applications society annual meeting. ,vol. 34, pp. 473- 479 ,(1996) , 10.1109/IAS.1996.560196
Rahib H. Abiyev, Credit Rating Using Type-2 Fuzzy Neural Networks Mathematical Problems in Engineering. ,vol. 2014, pp. 1- 8 ,(2014) , 10.1155/2014/460916
N.C. Sahoo, B.K. Panigrahi, P.K. Dash, G. Panda, Application of a multivariable feedback linearization scheme for STATCOM control Electric Power Systems Research. ,vol. 62, pp. 81- 91 ,(2002) , 10.1016/S0378-7796(02)00011-1