Chaotic flower pollination algorithm based optimal PID controller design for a buck converter

This paper presents a solution based on optimal PID coefficients including anti-wind up for buck converter presents using meta-heuristic algorithm and chaos theory. A hybrid algorithm is called chaotic based flower pollination algorithm is provided by combining flower pollination algorithm and chaos theory with different maps. Five different choatic maps are used in the aim of increasing the efficacy and efficiency of flower pollination algorithm. In order to adjust the parameters combined in the flower pollination algorithm, random number sequences from Henon, Logistic, Sine, Tent and Tinkerbell chaotic maps are used. The success of the developed algorithm is evaluated by solving 23 different benchmark problems which are very common in the literature. The results of comparative experiments show that henon chaotic map based flower pollination algorithm is sufficiently effective in solving these benchmark problems. Thus desinging optimal PID with anti-windup for buck converter, henon chaotic map based flower pollination algorithm is used. Also henon chaotic map based flower pollination algorithm has better performance than firelfy algorithm and whale optimization algorithm existing in literature.

[1]  Mehmet Karamanoglu,et al.  Comparison of Constraint-Handling Techniques for Metaheuristic Optimization , 2019, ICCS.

[2]  L. Coelho,et al.  An improved harmony search algorithm for synchronization of discrete-time chaotic systems , 2009 .

[3]  O T Altinoz,et al.  Evaluation function comparison of particle swarm optimization for buck converter , 2010, SPEEDAM 2010.

[4]  Ali Fuat Boz,et al.  The Chaos-Based Whale Optimization Algorithms Global Optimization , 2019 .

[5]  Amir Hossein Gandomi,et al.  Chaotic bat algorithm , 2014, J. Comput. Sci..

[6]  Kinattingal Sundareswaran,et al.  Optimization of Dual Input Buck Converter Control through Genetic Algorithm , 2014 .

[7]  Xin-She Yang,et al.  Firefly algorithm with chaos , 2013, Commun. Nonlinear Sci. Numer. Simul..

[8]  Ms. K Swathy,et al.  Design and Hardware Implementation of Closed Loop Buck Converter Using Fuzzy Logic Controller , 2018, 2018 Second International Conference on Electronics, Communication and Aerospace Technology (ICECA).

[9]  Xin-She Yang,et al.  Nature-Inspired Metaheuristic Algorithms , 2008 .

[10]  Ali Fuat Boz,et al.  PSO, CS ve FA Algoritmalarıyla Ortak Emiterli BJT'li Yükselteç Tasarımı , 2017 .

[11]  Irfan Yazici,et al.  Yükseltici tip DC-DC dönüştücüler için ayrık-zaman köntrolör tasarımı , 2015 .

[13]  A. Gandomi,et al.  Imperialist competitive algorithm combined with chaos for global optimization , 2012 .

[14]  MuratErhan Çimen,et al.  İkinci dereceden ölü zamanlı ve geri tepmeli sistem parametrelerinin, röle testi ve PSO, CS, FA algoritmaları ile belirlenmesi , 2018 .

[15]  Xin-She Yang,et al.  Flower pollination algorithm: A novel approach for multiobjective optimization , 2014, ArXiv.

[16]  Xin-She Yang,et al.  Nature-Inspired Metaheuristic Algorithms: Second Edition , 2010 .

[17]  Deepak Kumar,et al.  BBBC based optimization of PI controller parameters for buck converter , 2017, 2017 Innovations in Power and Advanced Computing Technologies (i-PACT).

[18]  Gwo-Ching Liao,et al.  Application of a fuzzy neural network combined with a chaos genetic algorithm and simulated annealing to short-term load forecasting , 2006, IEEE Transactions on Evolutionary Computation.

[19]  Wei Gong,et al.  Chaos Ant Colony Optimization and Application , 2009, 2009 Fourth International Conference on Internet Computing for Science and Engineering.

[20]  Bocheng Bao,et al.  Dynamical effects of memristive load on peak current mode buck-boost switching converter , 2019, Chaos, Solitons & Fractals.

[21]  Michal Pluhacek,et al.  Chaos PSO algorithm driven alternately by two different chaotic maps - An initial study , 2013, 2013 IEEE Congress on Evolutionary Computation.

[22]  T. L. Skvarenina,et al.  The Power Electronics Handbook , 2001 .

[23]  H. Shayeghi,et al.  A modified artificial bee colony based on chaos theory for solving non-convex emission/economic dispatch , 2014 .

[24]  Han Ho Choi,et al.  Simple Fuzzy PID Controllers for DC-DC Converters , 2012 .

[25]  Xin-She Yang,et al.  Flower Pollination Algorithm for Global Optimization , 2012, UCNC.