W. T. Chew, Y. W. Sea, W. Yong, J. L. Ong, J. Leong
{"title":"GA-Optimized Switching Angles for 13-level Asymmetrical Multilevel Inverter","authors":"W. T. Chew, Y. W. Sea, W. Yong, J. L. Ong, J. Leong","doi":"10.1109/IICAIET55139.2022.9936854","DOIUrl":null,"url":null,"abstract":"In this paper, the operating principle of a 13-level asymmetrical multilevel inverter (13L-AS-MLI) with three binary-based asymmetric DC voltage sources ($V_{dc}$) is presented. The 13L-AS-MLI is constructed using 8 active power semiconductor switches and it is able to generate a 13-levels output voltage waveform. Unlike the voltage waveform generated by 13-level symmetrical multilevel inverter (13L-S-MLI) in which all the voltage step sizes are equal in magnitude, the output voltage waveform produced by the 13L-AS-MLI consists of two different voltage step sizes, which are $V_{dc}$ and $2V_{dc}$ . The switching angles utilized by the 13L-AS-MLI are derived using selective harmonic minimization pulse-width modulation (SHMPWM) concept. A nature-inspired optimization algorithm known as genetic algorithm (GA) is applied in the SHMPWM to determine the optimum switching-angle solutions. The GA-based SHMPWM switching-angle computation has been formulated to retain the fundamental voltage component of the output voltage waveform, while minimize five selected undesired low-order harmonics. A PSIM simulation model is developed to validate the operating principle of the 13L-AS-MLI. The performance of the 13L-AS-MLI is evaluated and compared to that of a 13L-S-MLI. Simulation results show that the total harmonic distortion (THD) of the output voltage generated by the 13L-AS-MLI is more or less similar to that generated by the 13L-S-MLI, whilst at certain modulation indexes the THD of the output voltage generated by the 13L-AS-MLI is lower. It is worth to note that the 13L-S-MLI requires a total number of 14 active power semiconductor switches, whilst the 13L-AS-MLI has the advantage of requiring 43 % less power semiconductor switches to produce an output voltage waveform with quality nearly similar to that generated by the 13L-S-MLI.","PeriodicalId":142482,"journal":{"name":"2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)","volume":"247 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE International Conference on Artificial Intelligence in Engineering and Technology (IICAIET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IICAIET55139.2022.9936854","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
In this paper, the operating principle of a 13-level asymmetrical multilevel inverter (13L-AS-MLI) with three binary-based asymmetric DC voltage sources ($V_{dc}$) is presented. The 13L-AS-MLI is constructed using 8 active power semiconductor switches and it is able to generate a 13-levels output voltage waveform. Unlike the voltage waveform generated by 13-level symmetrical multilevel inverter (13L-S-MLI) in which all the voltage step sizes are equal in magnitude, the output voltage waveform produced by the 13L-AS-MLI consists of two different voltage step sizes, which are $V_{dc}$ and $2V_{dc}$ . The switching angles utilized by the 13L-AS-MLI are derived using selective harmonic minimization pulse-width modulation (SHMPWM) concept. A nature-inspired optimization algorithm known as genetic algorithm (GA) is applied in the SHMPWM to determine the optimum switching-angle solutions. The GA-based SHMPWM switching-angle computation has been formulated to retain the fundamental voltage component of the output voltage waveform, while minimize five selected undesired low-order harmonics. A PSIM simulation model is developed to validate the operating principle of the 13L-AS-MLI. The performance of the 13L-AS-MLI is evaluated and compared to that of a 13L-S-MLI. Simulation results show that the total harmonic distortion (THD) of the output voltage generated by the 13L-AS-MLI is more or less similar to that generated by the 13L-S-MLI, whilst at certain modulation indexes the THD of the output voltage generated by the 13L-AS-MLI is lower. It is worth to note that the 13L-S-MLI requires a total number of 14 active power semiconductor switches, whilst the 13L-AS-MLI has the advantage of requiring 43 % less power semiconductor switches to produce an output voltage waveform with quality nearly similar to that generated by the 13L-S-MLI.