Designing fuzzy logic controllers for DC-DC converters using multi-objective particle swarm optimization

Electric Power Systems Research

Volumn 112, Issue , 2014, Pages 74-83

  Siano, Pierluigi ^a   Citro, Costantino ^b  

^a UNIVERSITY OF SALERNO   (Italy)

^b UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

Author keywords

Current mode control; DC DC converter; Fuzzy logic controller; Multi objective particle swarm

Indexed keywords

COMPUTER CIRCUITS; CONTROLLERS; DESIGN; FUZZY LOGIC; MEMBERSHIP FUNCTIONS; MULTIOBJECTIVE OPTIMIZATION; PARETO PRINCIPLE; PARTICLE SWARM OPTIMIZATION (PSO); POWER QUALITY; SENSITIVITY ANALYSIS; TRAFFIC SIGNALS; TWO TERM CONTROL SYSTEMS; VOLTAGE REGULATORS;

CURRENT MODE CONTROL; DIFFERENT OPERATING CONDITIONS; FUZZY LOGIC CONTROLLERS; MULTI OBJECTIVE PARTICLE SWARM OPTIMIZATION; MULTI-OBJECTIVE OPTIMIZATION PROBLEM; OUTPUT VOLTAGE REGULATION; PARTICLE SWARM; PROPORTIONAL INTEGRAL CONTROLLERS;

DC-DC CONVERTERS;

EID: 84898007737     PISSN: 03787796     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.epsr.2014.03.010     Document Type: Article

References (37)

1. C.G.C. Branco, C.M.T. Cruz, R.P. Torrico-Bascope, and F.L.M. Antunes A non-isolated UPS topology with 110 V/220 V input output voltage IECON 2005. 31st Annual Conference of IEEE Industrial Electronics Society 2005 6
2. C. Gavriluta, C. Citro, K. Nisak, and H. Beltran San Segundo A simple approach for fast controller prototyping for a three phase interleaved DC-DC converter IEEE International Symposium on Industrial Electronics (ISIE) 2012 2015 2019
3. L. Yamamoto, K. Matsui, and M. Matsuo A comparison of various DC-DC converters and their application to power factor correction Proceedings of the Power Conversion Conference. PCC-Osaka 2002, vol. 1 2002 128 135
4. Y. Jiang, J.A.A. Qahouq, and T.A. Haskew Adaptive step size with adaptive-perturbation-frequency digital MPPT controller for a single-sensor photovoltaic solar system IEEE Trans. Power Electron. 28 7. 2013 3195 3205
5. S.V. Araujo, R.P. Torrico-Bascope, and G.V. Torrico-Bascope Highly efficient high step-up converter for fuel-cell power processing based on three-state commutation cell IEEE Trans. Ind. Electron. 57 6. 2010 1987 1997
6. F. Krismer, and J.W. Kolar Efficiency-optimized high-current dual active bridge converter for automotive applications IEEE Trans. Ind. Electron. 59 7 2012 2745 2760
7. L. Torok, and S. Munk-Nielsen Efficiency and hardware comparison of analog control-based and digital control-based 70 W two-stage power factor corrector and DC-DC converters Proceedings of the 2011-14th European Conference on Power Electronics and Applications (EPE 2011) 2011 1 8
8. L. Hang, Z. Lu, X. Liu, and Z. Qian Comparison research of digital and analog control for single-stage power factor correction AC/DC converter IECON 2007. 33rd Annual Conference of the IEEE Industrial Electronics Society 2007 1466 1471
9. S. Abe, T. Ninomiya, J. Yamamoto, and T. Uematsu Transient response comparison of voltage mode and current mode control on output-inductorless two-stage DC-DC converter IECON 2004. 30th Annual Conference of IEEE Industrial Electronics Society, vol. 1 2004 308 312
10. A.R. Oliva, S.S. Ang, and G.E. Bortolotto Digital control of a voltage-mode synchronous buck converter IEEE Trans. Power Electron. 21 1. 2006 157 163
11. S. Chattopadhyay, and S. Das A digital current-mode control technique for DC-DC converters IEEE Trans. Power Electron. 21 6. 2006 1718 1726
12. M.-X. Lu, B.-H. Hwang, J.-J. Chen, and Y.-S. Hwang A sub-1 V voltage-mode DC-DC buck converter using PWM control technique IEEE International Conference of Electron Devices and Solid-State Circuits (EDSSC) 2010 1 4
13. B.-H. Cho, H.S. Bae, and J.H. Lee Review of current mode control schemes and introduction of a new digital current mode control method for the parallel module DC-DC converters IPEMC '09. IEEE 6th International Power Electronics and Motion Control Conference 2009 202 210
14. K.M. Smedley, and S. Cuk One-cycle control of switching converters IEEE Trans. Power Electron. 10 6. 1995 625 633
15. S. Dietrich, R. Wunderlich, and S. Heinen Stability considerations of hysteretic controlled DC-DC converters 8th Conference on Ph.D. Research in Microelectronics and Electronics (PRIME) 2012 1 4
16. Z. Sun, K.W.R. Chew, H. Tang, and L. Siek Adaptive gate switching control for discontinuous-conduction mode DC-DC converter IEEE Trans. Power Electron. PP 99 2013 1
17. P. Mattavelli, L. Rossetto, and G. Spiazzi Small-signal analysis of DC-DC converters with sliding mode control IEEE Trans. Power Electron. 12 1. 1997 96 102
18. Y. He, and F.L. Luo Sliding-mode control for DC-DC converters with constant switching frequency IEE Proc. Control Theor. Appl. 153 1 2006 37 45
19. R.-J. Wai, and L.-C. Shih Design of voltage tracking control for DC-DC boost converter via total sliding-mode technique IEEE Trans. Ind. Electron. 58 6. 2011 2502 2511
20. E. Vidal-Idiarte, C.E. Carrejo, J. Calvente, and L. Martínez- Salamero Two-loop digital sliding mode control of DC-DC power converters based on predictive interpolation IEEE Trans. Ind. Electron. 58 6 2011 2491 2501
21. F. Kurokawa, K. Ueno, H. Maruta, and H. Osuga A new control method for DC-DC converter by neural network predictor with repetitive training 10th International Conference on Machine Learning and Applications and Workshops (ICMLA), vol. 2 2011 292 297
22. M. Jafari, and Z. Malekjamshidi Design, simulation and implementation of an adaptive controller on base of artificial neural networks for a resonant DC-DC converter IEEE Ninth International Conference on Power Electronics and Drive Systems (PEDS) 2011 1043 1046
23. F. Kurokawa, K. Ueno, H. Maruta, and H. Osuga A new digital control DC-DC converter with repetition neural network prediction IEEE Ninth International Conference on Power Electronics and Drive Systems (PEDS) 2011 648 652
24. P. Mattavelli, L. Rossetto, G. Spiazzi, and P. Tenti General-purpose fuzzy controller for DC-DC converters IEEE Trans. Power Electron. 12 1. 1997 79 86
25. W.-C. So, C.K. Tse, and Y.-S. Lee Development of a fuzzy logic controller for DC/DC converters: design, computer simulation, and experimental evaluation IEEE Trans. Power Electron. 11 1 1996 24 32
26. H.K. Lam, and S.-C. Tan Stability analysis of fuzzy-model-based control systems: application on regulation of switching DC-DC converter IET Control Theor. Appl. 3 8 2009 1093 1106
27. M. Janga Reddy, and D. Nagesh Kumar An efficient multi-objective optimization algorithm based on swarm intelligence for engineering design Eng. Opt. 39 January (1) 2007 49 68
28. G.P. Harrison, A. Piccolo, P. Siano, and A.R. Wallace Exploring the tradeoffs between incentives for distributed generation developers and DNOs IEEE Trans. Power Syst. 22 2 2007 821 828
29. T. Ray, and K.M. Liew A swarm metaphor for multiobjective design optimization Eng. Opt. 34 2 2002 141 153
30. K.E. Parsopoulos, and M.N. Vrahatis Particle swarm optimization method in multiobjective problems Proceedings of the 2002 ACM Symposium on Applied Computing (SAC'2002), Madrid 2002 603 607
31. X. Hu, and R. Eberhart Multiobjective optimization using dynamic neighborhood particle swarm optimization Proceedings of the Congress on Evolutionary Computation (CEC'2002), Honolulu, HI, vol. 2 2002 1677 1681
32. C.A.C. Coello, and M.S. Lechuga MOPSO: a proposal for multiple objective particle swarm optimization Proceedings of the Congress on Evolutionary Computation (CEC'2002), Honolulu, HI, vol. 1 2002 1051 1056
33. C.A.C. Coello, G.T. Pulido, and M.S. Lechuga Handling multiple objectives with particle swarm optimization IEEE Trans. Evol. Comput. 8 2004 256 279
34. J.E. Fieldsend, and S. Singh A multi-objective algorithm based upon particle swarm optimization, an efficient data structure and turbulence Proceedings of the 2002 UK Workshop on Computational Intelligence, Birmingham 2002 37 44
35. A.D. Sanabria, and D.A.M. Garzon Tuning of a fuzzy PD type controller applied to the buck converter using the NSGA-II algorithm IEEE Workshop on Engineering Applications (WEA) 2012
36. K. Deb Multi-objective Optimization Using Evolutionary Algorithms 2001 JohnWiley Chichester
37. X. Li A nondominated sorting particle swarm optimizer for multiobjective optimization E. Cantú-Paz, Proceedings of the Genetic and Evolutionary Computation Conference GECCO 2003. Part I 2003 Springer Berlin 37 48