Abstract
Switched-mode power supplies used for powering new generation devices like microprocessors, utility grids and electric vehicles need to operate with faster dynamic response. This paper proposes cascade control technique using genetic algorithm to obtain the optimal proportional integral outer voltage and inner current controller parameters of interleaved DC–DC single-ended primary inductance converter for power factor correction in SMPS with fast dynamic response. The state space model of the interleaved DC–DC SEPIC converter is derived using state space averaging technique. The system is of higher order, and hence, the reduced-order model of the interleaved DC–DC SEPIC converter is realized using Hankel matrix approach to reduce the computational complexity in controller design. The optimal controller parameters are then obtained for the reduced-order system using genetic algorithm for improving the dynamic performance of the system. The performance of the closed-loop system is analyzed in terms of input power factor, % total harmonic distortion of source current, % efficiency and % load voltage regulation for variations in the line, load and reference voltage using Matlab/Simulink software tool. A prototype of the converter controlled by TMS320C2000™ microcontroller for an output power of 200 W is tested and validated with the simulation results.
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03 March 2020
Unfortunately, the given name and family name of the co-author Mallapu Gopinath Umamaheswari were incorrectly published in the original publication.
References
Gracia O et al (2003) Single phase power factor correction: a survey. IEEE Trans Power Electron 18(3):749–755
Qiao C, Smedley KM (2001) A topology survey of single stage power factor corrector with boost type input current shaper. IEEE Trans Power Electron 16(3):360–368
Lamar DG et al (2009) A very simple control strategy for power factor correctors driving high-brightness LEDs. IEEE Trans Power Electron 24(8):2032–2042
Lamar DG et al (2009) A very simple control strategy for power factor correctors driving high-brightness LEDs. IEEE Trans Power Electron 24(8):2032–2042
Parvathy Shankar D, Govindarajan U, Gopinath UM, Anbukumar K (2013) Coexistence of fast-scale and slow-scale instability in CUK power factor correction AC–DC pre-regulators under non-linear current-mode control. IET Power Electron 6(1):78–87
Cantillo A et al (2011) Stability issues in peak-current-controlled SEPIC. IEEE Trans Power Electron 26(2):551–562
Lee YS, Wang SJ, Hui SYR (1997) Modeling, analysis, and application of buck converters in discontinuous-input-voltage mode operation. IEEE Trans Power Electron 12(2):350–360
Yang S, Meng C, Chiu C, Chang C, Chen K, Lin Y, Lin S, Tsai T (2016) A buck power factor correction converter with predictive quadratic sinusoidal current modulation and line voltage reconstruction. IEEE Trans Ind Electron 63(9):5912–5920
Tung C, Chung HS, Yuen KK-F (2017) Boost-type power factor corrector with power semiconductor filter for input current shaping. IEEE Trans Power Electron 32(11):8293–8311
Chiang H-C, Lin F-J, Chang J-K, Chen K-F, Chen Y-L, Liu K-C (2016) Control method for improving the response of single-phase continuous conduction mode boost power factor correction converter. IET Power Electron 9(9):1792–1800
Sundareswaran K, Devi V, Nadeem SK, Sreedevi VT, Palani S (2010) Buck-boost converter feedback controller design via evolutionary search. Int J Electron 97(11):1317–1327
Chuang Y-C, Ke Y-L, Chuang H-S, Hu C-C (2010) Single-stage power-factor-correction circuit with flyback converter to drive LEDs for lighting applications. In: IEEE Industry Applications Society Annual Meeting (IAS). https://doi.org/10.1109/ias.2010.5614686
Umamaheswari MG, Uma G, Vijayalakshmi KM (2011) Design and implementation of reduced-order sliding mode controller for higher-order power factor correction converters. IET Power Electron 4(9):984–992
Umamaheswari MG, Uma G, Vijitha Redline (2012) Comparison of hysteresis control and reduced order linear quadratic regulator control for power factor correction using DC–DC Cuk converters. J Circuits Syst Comput 21(1):23–40
Umamaheswari MG, Uma G, Isabella LA (2013) Analysis and design of digital predictive controller for PFC Cuk converter. J Comput Electron 13(1):142–154
Al-Saffar MA, Ismail EH, Sabzali AJ, Fardoun AA (2008) An improved topology of SEPIC converter with reduced output voltage ripple. IEEE Trans Power Electron 23(5):310–321
Chiang SJ, Shieh H-J, Chen M-C (2009) Modeling and control of PV charger system with SEPIC converter. IEEE Trans Ind Electron 56(11):4344–4353
de Melo PF, Gules R, Romaneli EFR, Annunziato RC (2010) A modified SEPIC converter for high-power-factor rectifier and universal input voltage applications. IEEE Trans Power Electron 25(2):310–321
Miwa BA, Otten DM, Schlecht MF (1992) High efficiency power factor correction using interleaving techniques. In: Proceedings of the 7th Annual IEEE applied power electronics conference and exposition. pp 557–568
Premalatha R, Murugesan P (2015) Soft switching model of interleaved buck converter. J Theor Appl Inf Technol 74(1):131–134
Yonis M, Buswig Y, Abu Bakar A (2014) State-space derivation of an interleaved boost converter. In: The 2nd power and energy conversion symposium (PECS 2014) Melaka, Malaysia, pp 259–262
Muhammad M, Armstrong M, Elgendy MA (2016) A nonisolated interleaved boost converter for high-voltage gain applications. IEEE J Emerg Sel Top Power Electron 4(2):352–362
Sarwar A, Shahid A, Hudaif A, Gupta U, Wahab M (2017) Generalized state-space model for an n-phase interleaved buck-boost converter. In: 2017 4th IEEE Uttar Pradesh section international conference on electrical, computer and electronics (UPCON), pp 62–67
Pragallapati N, Agarwal V (2015) Distributed PV power extraction based on a modified interleaved SEPIC for nonuniform irradiation conditions. IEEE J Photovolt 5(5):1442–1453
da Silva Filho OC, de Almeida BR, de Souza Oliveira Júnior D, Neto TRF (2018) High-frequency isolated AC–DC–AC interleaved converter for power quality applications. IEEE Trans Ind Appl 54(5):4594–4602
Zhongming Y, Greenfeld F, Liang Z (2008) Offline SEPIC converter to drive the high brightness white LED for lighting applications. In: Proceedings of 34th annual conference of IEEE electronics, 2008. IECON
Tajuddin MFN, Rahim NA, Daut I, Ismail B, Mohammed MF (2009) State space averaging technique of power converter with digital PID controller. In: TENCON 2009–2009 IEEE region 10 conference
Bastug M, Petreczky M, Wisniewski R, Leth J (2014) Model reduction by moment matching for linear switched systems. IEEE Trans Autom Control 34(7):1–14
Umamaheswari MG, Uma G, Vijayalakshmi KM (2013) Analysis and design of reduced-order sliding-mode controller for three-phase power factor correction using Cuk rectifiers. IET Power Electron 6(5):935–945
Vishwakarma CB (2014) Modified Hankel matrix approach for model order reduction in time domain. Int J Math Comput Phys Electr Comput Eng 8(2):404–410
Sreekumar C, Agarwal V (2008) A hybrid control algorithm for voltage regulation in DC–DC boost converter. IEEE Trans Ind Electron 55:2530–2538
Reddy JBV, Nagaraju S, Bhuvaneswari G, Singh B (2007) A simple control technique for single-SEPIC converter based multiple output SMPS with fully regulated and isolated outputs. Int J Electron 94(11):1005–1014
Wang X, Wu M, Ouyang L, Tang Q (2010) The application of GA-PID control algorithm to DC–DC converter. In: Proceedings of 29th Chinese control conference (CCC), pp 3492–3496
Saha SS, Majumdar B, Haldar T, Biswas SK (2006) Optimized design of a fully soft-switched boost-converter suitable for power factor correction. Int J Electron 93(11):755–768
Ren HP, Zheng T (2010) Optimization design of power factor correction converter based on genetic algorithm. In: Proceedings of 2010 fourth international conference on genetic and evolutionary computing (ICGEC)
Kessal A, Rahmani L (2014) Ga-optimized parameters of sliding-mode controller based on both output voltage and input current with an application in the PFC of AC/DC converters. IEEE Trans Power Electron 29(6):3159–3165
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Komathi, C., Umamaheswari, M.G. Analysis and design of genetic algorithm-based cascade control strategy for improving the dynamic performance of interleaved DC–DC SEPIC PFC converter. Neural Comput & Applic 32, 5033–5047 (2020). https://doi.org/10.1007/s00521-018-3944-9
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DOI: https://doi.org/10.1007/s00521-018-3944-9