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Electrical Engineering and Automation is an international comprehensive professional academic journal of Ivy Publisher, concerning the development of electrical theory and automation on the combination of electrical theory and modern industrial technology. The main focus of the journal is the academic papers and comments of latest power electronics theoretical and technical research improvement in the fields of nature science, engineering technol... [More] Electrical Engineering and Automation is an international comprehensive professional academic journal of Ivy Publisher, concerning the development of electrical theory and automation on the combination of electrical theory and modern industrial technology. The main focus of the journal is the academic papers and comments of latest power electronics theoretical and technical research improvement in the fields of nature science, engineering technology, economy and science, report of latest research result, aiming at providing a good communication platform to transfer, share and discuss the theoretical and technical development of electrical theory development for professionals, scholars and researchers in this field, reflecting the academic front level, promote academic change and foster the rapid expansion of electrical theory and automation application technology.

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Paper Infomation

Research on Three-Phase Inverters Control System by Differential Evolution Optimization

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Author: Huan Wang, Yuxing Dai

Abstract: In order to improve the effective and efficient of double closed-loop PI controller and reduce the total harmonic distortion (THD) of output voltage waveform, this paper presents a novel double closed-loop PI controller design method for a three-phase inverter based on the differential evolution (DE) algorithm. The basic idea behind the proposed method is firstly formulating the design problem of double close-loop PI controller for a three-phase inverter as a typical constrained optimization problem, where the THD and the integral of time weighted absolute error of output voltage waveform are weighed as the optimization objective function. After that, a DE algorithm is designed to solve this formulated problem. At last, the superiority of the proposed method to Z-N empirical method, genetic algorithm, particle swarm optimization is demonstrated by simulation and experimental results on a 6kW three-phase inverter including nominal condition and variable loads conditions.

Keywords: Three-phase Inverter, Differential Evolution, Double Closed-loop Controller

References:

[1] Y. Q. Wu, H. Y. Su, R. Q. Lu, Z. G. Wu, and Z. Su, “Passivity-based non-fragile control for Markovian jump systems with aperiodic sampling,” Systems & Control Letters, vol. 84, pp.35-43, 2015.

[2] Z. G. Wu, P. Shi, H. Y. Su, and J. Chu, “Asynchronous H2-H∞ filtering for discrete-time stochastic Markov jump systems with randomly occurred sensor nonlinearities,” Automatica, vol.50, no.1, pp.180-186, 2014.

[3] K. H. Ang, G. Chong, and Y. Li, “PID control system analysis, design, and technology,” IEEE Transactions on Control Systems Technology, vol.13, no.4, pp. 559-576, 2005.

[4] C. H. Liu, and Y. Y. Hsu, “Design of a self-tuning PI controller for a STATCOM using particle swarm optimization,” IEEE Transactions on Industrial Electronics, vol. 57, no.2, pp.702-715, 2010.

[5] W. Al-Saedi, S. W. Lachowicz, D. Habibi, and O. Bass, “Voltage and frequency regulation based DG unit in an autonomous microgrid operation using particle swarm optimization,” International Journal of Electrical Power & Energy Systems, vol.53, pp.742-751, 2013.

[6] Xiangwu, Yan, et al. "Double closed-loop control of three-phase five-level PWM current source inverter." Industrial Electronics Society, 2007. IECON 2007. 33rd Annual Conference of the IEEE. IEEE, 2007.

[7] Shuai Z, Luo A, Shen J, et al. Double Closed-Loop Control Method for Injection-Type Hybrid Active Power Filter[J]. IEEE Transactions on Power Electronics, 2011, 26(9):2393-2403.

[8] L. Y. Yi. Digital UPS/EPS Control System Key Technologies and Its Applications Study[D]. Hunan University of Technology, 2007.

[9] Zhu M L, Zhao R X, Cai Z J, et al. A novel voltage and current double closed-loop control method based on inverter load on-line parameter estimation[C]// International Conference on Electrical Machines and Systems. IEEE, 2010:311-315.

[10] Adhikari, Sarina, and Fangxing Li. "Coordinated Vf and PQ control of solar photovoltaic generators with MPPT and battery storage in microgrids." IEEE Transactions on Smart Grid 5.3 (2014): 1270-1281.

[11] J. G. Ziegler and N. B. Nichols, “Optimum settings for automatic controllers,” Transaction on ASME, vol.64, no.11, pp.759-768, 1942.

[12] M. W. Iruthayarajan and S. Baskar, “Evolutionary algorithms based design of multivariable PID controller,” Expert Systems with applications, vol.36, no.5, pp.9159-9167, 2009.

[13] G. R. Meza, J. Sanchis, X. Blasco, and J. M. Herrero, “Multiobjective evolutionary algorithms for multivariable PI controller design,” Expert Systems with Applications, vol.39, no.9, pp.7895-7907, 2012.

[14] C. H. Liu, and Y. Y. Hsu, “Design of a self-tuning PI controller for a STATCOM using particle swarm optimization,” IEEE Transactions on Industrial Electronics, vol. 57, no.2, pp.702-715, 2010.

[15] W. Al-Saedi, S. W. Lachowicz, D. Habibi, and O. Bass, “Voltage and frequency regulation based DG unit in an autonomous microgrid operation using particle swarm optimization,” International Journal of Electrical Power & Energy Systems, vol.53, pp.742-751, 2013.

[16] M. N. Ambia, H. M. Hasanien, A. Al-Durra, and S. M. Muyeen, “Harmony search algorithm-based controller parameters optimization for a distributed-generation system,” IEEE Transactions on Power Delivery, vol.30, no.1, pp. 246-255, 2015.

[17] Dai, Y.X.; Wang, H.; Zeng, G.Q. Double closed-loop PI control of three-phase inverters by binary-coded extremal optimization. IEEE Access 2016, 4, 7621–7632.

[18] Murugan M, Balaraman P. Selective harmonic elimination PWM method in two level inverter by differential evolution optimization technique[C]// Recent Advances and Innovations in Engineering. IEEE, 2014:1-6.

[19] Razali A M, Kamisman N, Lazi J M, et al. Differential evolution technique in solving HEPWM switching angles of three-phase voltage source inverter[C]// IEEE International Conference on Power and Energy. IEEE, 2017:489-494.

[20] Liu Z, Wu H, Jin W, et al. Two-step method for identifying photovoltaic grid-connected inverter controller parameters based on the adaptive differential evolution algorithm[J]. Iet Generation Transmission & Distribution, 2017, 11(17):4282-4290.

[21] Lu K D, Zeng G Q, Chen J, et al. Comparison of binary coded genetic algorithms with different selection strategies for continuous optimization problems. Chinese Automation Congress, 2013, pp.364-368.

[22] M. I. Menhas, L. Wang, M. Fei, H. Pan, Comparative performance analysis of various binary coded PSO algorithms in multivariable PID controller design, Expert Systems with Applications, 2012, 39: 4390-4401.

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