Implementation of ANN-based Selective Harmonic Elimination PWM using Hybrid Genetic Algorithm-based optimization

Measurement ◽  
2016 ◽  
Vol 85 ◽  
pp. 32-42 ◽  
Author(s):  
Erkan Deniz ◽  
Omur Aydogmus ◽  
Zafer Aydogmus

Multilevel inverters are a good choice for medium and low power applications. Multilevel inverters have found a wide place in the market for their good power quality output. This paper proposes a new Envelope with T type Novel Multilevel inverter with unequal sources and with reduced switch count. Working of the circuit is explained. Firing angle calculations are done using simple nested looping technique and later Genetic Algorithm is used to obtain optimum firing angles for Selective Harmonic Elimination technique and improve the THD of the output voltage. Comparison is made between different types of inverters. The proposed inverter can be used for speed control of drives


Author(s):  
Rim Feyrouz Abdelgoui ◽  
Rachid Taleb ◽  
Abderrahim Bentaallah ◽  
Fayçal Chabni

<span id="docs-internal-guid-09d7eb9c-7fff-b2fc-ebd1-1a60862765dc"><span>Selective Harmonic elimination has emerged as an in-depth research method to replace traditional PWM technology. This study demonstrates the selective harmonic elimination by using a hybrid Genetic algorithm GA and local search (GA-LS) method of a uniform asymmetric multilevel inverter called USAMI That removes the higher-order harmonics defined while maintaining the fundamental voltage needed. This new technology can be implemented at any USAMI level. For example, in this article, we plan to use USAMI at 9 levels and find the optimal switching angle to remove the 5</span><span><span>th</span></span><span>, 7</span><span><span>th</span></span><span>, and 11</span><span><span>th</span></span><span> harmonics. </span></span>


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