Title :
Hybrid trigonometric differential evolution for optimizing harmonic distribution
Author :
Hu, Shiyan ; Huang, Han ; Czarkowski, Dariusz
Author_Institution :
Dept. of CIS, Polytech. Univ., Brooklyn, NY, USA
Abstract :
In this paper, we present a new algorithm for pushing the first crest of the surplus harmonics backwards, ameliorating the amplitude frequency spectrum distribution of the output waveform, and thus reducing the impact of surplus harmonics in programmed pulse-width modulation (PWM). The problem is first formulated as a constrained optimization problem and then a trigonometric differential evolution (TDE) algorithm is applied to solve it. An eigensolve algorithm is also incorporated into TDE to improve its efficiency and robustness. The simulation results demonstrate that the proposed algorithm outperforms the conventional genetic algorithm and is robust for a variety of application requirements.
Keywords :
constraint theory; eigenvalues and eigenfunctions; evolutionary computation; harmonics suppression; pulse width modulation; amplitude frequency spectrum distribution; constrained optimization problem; eigensolve algorithm; harmonic distribution optimization; hybrid trigonometric differential evolution; programmed PWM; pulse-width modulation; surplus harmonics; Constraint optimization; Frequency; Nonlinear equations; Polynomials; Power harmonic filters; Power system harmonics; Power system simulation; Pulse width modulation; Pulse width modulation inverters; Robustness;
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
DOI :
10.1109/ISCAS.2005.1464835