OPTIMIZATION OF FRACTIONAL ORDER PI CONTROLLER USING META-HEURISTICS ALGORITHMS APPLIED TO MULTILEVEL INVERTER FOR GRID-CONNECTED PV

被引：0
作者：
Boucheriette W. [1 ]
Mechgoug R. [1 ]
Benguesmia H. [2 ]
机构：
[1] Electrical Engineering Department, LARHYSS Laboratory, University of Biskra
[2] Laboratoire de Génie Electrique (LGE), Université de M’sila, M’sila
来源：
Diagnostyka | 2023年 / 24卷 / 03期
关键词：
ABC; Fractional Order PI; GWO; Meta-heuristic; MLI inverter; PSO; THD;
D O I：
10.29354/diag/171430
中图分类号：
学科分类号：
摘要：
Due to its multiple advantages in industrial and grid-connected applications, Multi-Level Inverters (MLIs) have increased in popularity in recent years. To improve the efficiency of a grid-connected PV system's integrated multi-level inverter fractional order PI (FOPI) controllers are used to describe the control process. The control system is made up of three control loops based on FOPI controllers: one for controlling the intermediate circuit voltage (Vdc) and the other two for controlling the direct and quadratic currents (Id, Iq) supplied by the multilevel inverter. The proposed controller parameters (Kp, KI, λ)must be selected in order to increase the efficiency of the multi-level inverter while decreasing the total harmonic distortion (THD) of the output current of the inverter as well as voltage. For this we used three meta-heuristic algorithms (PSO, ABC, GWO). The performance of the three controllers PSO-FOPI, ABC-FOPI and GWO-FOPI controller is compared. The findings showed that GWO-FOPI performs better than the other PSO-FOPI and ABC-FOPI in accuracy and total harmonic distortion THD term. The simulation will be conducted using Matlab/Simulink. © 2023 by the Authors.
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  • [1] Zorig A, Belkheiri M, Barkat S., Control of grid connected photovoltaic system using dual three-level stage conversion, 2015 4th International Conference on Electrical Engineering (ICEE), pp. 1-5, (2015)
  • [2] Katir H, Abouloifa A, Lachkar I, Noussi K, Giri F, Guerrero JM., Advanced nonlinear control of a grid-connected photovoltaic power system using n-cascaded h-bridge multilevel inverters, IFAC-Papers On Line, 53, 2, pp. 12859-12864, (2020)
  • [3] Choi U-M, Ryu T., Comparative evaluation of efficiency and reliability of single-phase five-level NPC inverters for photovoltaic systems, IEEE Access, 9, pp. 120638-120651, (2021)
  • [4] Dehghani Tafti H, Maswood AI, Ukil A, Gabriel OHP, Ziyou L., NPC photovoltaic grid-connected inverter using proportional-resonant controller, IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), pp. 1-6, (2014)
  • [5] Kumar S, Pal Y., A three-phase asymmetric multilevel inverter for standalone PV systems, 6th International Conference on Signal Processing and Integrated Networks (SPIN), pp. 357-361, (2019)
  • [6] Mehta S, Puri V., A review of different multi-level inverter topologies for grid integration of solar photovoltaic system, Renewable energy focus, 43, pp. 263-276, (2022)
  • [7] Ravi A, Manoharan PS, Vijay Anand J., Modeling and simulation of three phase multilevel inverter for grid connected photovoltaic systems, Solar Energy, 85, 11, pp. 2811-2818, (2011)
  • [8] Ahmad ME, Numan AH, Mahmood DY., Enhancing performance of grid-connected photovoltaic systems based on three-phase five-level cascaded inverter, International Journal of Power Electronics and Drive Systems (IJPEDS), 12, 4, pp. 2295-2304, (2021)
  • [9] Gouda EA, Kotb MF, Elalfy DA., Modelling and performance analysis for a PV system based MPPT using advanced techniques, European Journal of Electrical Engineering and Computer Science, 3, 1, (2019)
  • [10] Mukherjee D, Mallick S., A reduced switch multilevel inverter connecting PV system with power grid through an islanding switch, IFAC-PapersOnLine, 55, 1, pp. 955-960, (2022)
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