Abstract

This paper is devoted to an otablen-line application of the selective harmonic elimination method (SHEM) to three-phase, two-level, grid-connected voltage source converters (VSCs) by particle swarm optimization (PSO). In such systems, active power can be controlled by the phase shift angle, and reactive power by the modulation index, against variations in the direct current (DC) link voltage. Some selected, low-odd-order harmonic components in the line-to-neutral output voltage waveforms are eliminated by calculating the SHEM angle set continuously through the developed PSO algorithm on field-programmable gate array (FPGA)-based computing hardware as the modulation index is varied. The use of powerful computing hardware permits the elimination of all harmonics up to 50th. The cost function of the developed PSO algorithm is formulated by using an optimum number of particles to obtain a global optimum solution with a small fitness value in each half-cycle of the grid voltage and then updating the SHEM angle set at the beginning of the next full-cycle. Since the convergence of the solution to a global minimum point depends upon the use of correct initial values especially for a large number of SHEM angles, a generalized initialization procedure is also described in the paper. Theoretical results are verified initially using hardware co-simulation. They are also tested using a small scale photovoltaic (PV) supply prototype developed specifically for this purpose. It is demonstrated that the 5th, 7th, 11th, 13th, 17th, and 19th sidekick harmonics are eliminated by on-line calculation of seven SHEM angles through the developed PSO algorithm on a moderately powerful XEM6010-LX150, USB-2.0-integrated FPGA module. All control and protection actions and the calculation of SHEM angles are achieved by a single FPGA chip and its peripherals within the FPGA board.

Highlights

  • Various modulation schemes have been employed in inverter circuits, such as space vector modulation (SVM), pulse width modulation (PWM), and the selective harmonic elimination method (SHEM)

  • SHEM angles from α1 to α7 are found against M by running the particle swarm optimization (PSO) algorithm in the MATLAB environment with optimized parameters in

  • The results of these analyses show that the PSO algorithm can be successfully used in an on-line application of SHEM provided that powerful computing hardware is available for each case

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Summary

Introduction

Various modulation schemes have been employed in inverter circuits, such as space vector modulation (SVM), pulse width modulation (PWM), and the selective harmonic elimination method (SHEM). Two main groups of techniques have been presented in the literature to solve these nonlinear equations Iterative methods, such as the Newton–Raphson method [2,3] and the homotopy algorithm [4,5,6,7], are given in the first group. In [13,14], to find the solutions for all modulation indices, theories of resultants and symmetric polynomials have been employed, which are used to solve the polynomial equations obtained from transcendental equations It has been shown in [13] that such SHEM equations do not have a solution set for some unfeasible modulation index values of the inverter

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