基于粒子群优化的三相逆变器谐波分析

J. Sahu, S. Mishra, K. Hariharan
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引用次数: 3

摘要

在现代世界,随着固态电子技术的进步,电力电子器件的使用在电力的转换和控制中起着至关重要的作用。通过在三相电压源逆变器中使用这些创新器件,可以实现对电力转换的精确和平稳控制。但另一方面,这会导致总谐波失真(THD),从而对系统的整体性能产生不利影响。优化技术已成为一种新的流行的选择性谐波消除方法。本文主要研究了基于粒子群算法的三相电压源逆变器谐波分析仿真研究。将THD的表达式作为目标函数,在粒子群算法中实现优化。本文还讨论了传统PWM技术(如正弦脉宽调制(SPWM)和梯形脉宽调制(TPWM))逆变器的谐波分析。利用MATLAB对SPWM、TPWM和PSO三种逆变器输出电压的谐波谱进行了比较。从THD分析可以看出,粒子群算法的性能优于其他传统算法。
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Harmonic Analysis of Three Phase Inverter by using Particle Swarm Optimization Technique
In the modern world with the advancement of technologies in solid-state electronics, the use of power electronics devices is playing a crucial role in the conversion and control of electric power. By using these innovative devices in 3-phase voltage source inverters, precise and smooth control over the conversion of electrical power can be achieved. But on the other hand, this leads to Total Harmonic Distortion (THD) leading to an adverse effect on the overall system performance. The optimization technique has emerged as a newly popular method for selective harmonic elimination. The main focus of this paper is on simulation study for harmonic analysis of 3-phase voltage source inverter by using particle swarm optimization (PSO) technique. By considering the expression of THD as an objective function, optimization is achieved in the PSO algorithm. This paper also discusses the harmonic analysis of the proposed inverter for conventional PWM techniques such as sinusoidal pulse width modulation (SPWM) and trapezoidal pulse width modulation (TPWM). The harmonic spectrum of the output voltage of the inverter is compared for SPWM, TPWM, and PSO by using MATLAB. From THD analysis, it is observed that PSO gives better performance than other conventional techniques.
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