An Effective Technique for Reducing Total Harmonics Distortion of Multilevel Inverter
In this paper, an adaptive neuro fuzzy interference system (ANFIS) is proposed for eliminating voltage harmonics present in the multilevel inverter. It is achieved by reducing the total harmonic distortion (THD) present in the multilevel inverter output voltage. Here, the voltage variation of the mu...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
De Gruyter
2018-07-01
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| Series: | Journal of Intelligent Systems |
| Subjects: | |
| Online Access: | https://doi.org/10.1515/jisys-2016-0210 |
| _version_ | 1818668898037268480 |
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| author | Nageswara Rao G. Chandra Sekhar K. Sangameswararaju P. |
| author_facet | Nageswara Rao G. Chandra Sekhar K. Sangameswararaju P. |
| author_sort | Nageswara Rao G. |
| collection | DOAJ |
| description | In this paper, an adaptive neuro fuzzy interference system (ANFIS) is proposed for eliminating voltage harmonics present in the multilevel inverter. It is achieved by reducing the total harmonic distortion (THD) present in the multilevel inverter output voltage. Here, the voltage variation of the multilevel inverter is determined from the actual load voltage and the reference voltage. The voltage variations at different time intervals have been applied to the ANFIS. According to the voltage variations, the switching angles can be generated from the interference system. These switching angles can make the multilevel inverter output voltage with reduced THD. The proposed technique is implemented in the MATLAB/simulink working platform. The effectiveness of the proposed method is evaluated by the multilevel inverter output voltage without controller and with neuro fuzzy controller (NFC). |
| first_indexed | 2024-12-17T06:43:38Z |
| format | Article |
| id | doaj.art-47cb2b33b9564434925f5b44f3ea6f0d |
| institution | Directory Open Access Journal |
| issn | 0334-1860 2191-026X |
| language | English |
| last_indexed | 2024-12-17T06:43:38Z |
| publishDate | 2018-07-01 |
| publisher | De Gruyter |
| record_format | Article |
| series | Journal of Intelligent Systems |
| spelling | doaj.art-47cb2b33b9564434925f5b44f3ea6f0d2022-12-21T21:59:47ZengDe GruyterJournal of Intelligent Systems0334-18602191-026X2018-07-0127343344610.1515/jisys-2016-0210An Effective Technique for Reducing Total Harmonics Distortion of Multilevel InverterNageswara Rao G.0Chandra Sekhar K.1Sangameswararaju P.2Department of Electrical and Electronics Engineering, Chalapathi Institute of Engineering and Technology Lam, Guntur, AP, IndiaDepartment of Electrical and Electronics Engineering, R.V.R and J.C. College of Engineering, Guntur, IndiaDepartment of Electrical Engineering, S.V. University, Tirupathi, Andhra Pradesh, IndiaIn this paper, an adaptive neuro fuzzy interference system (ANFIS) is proposed for eliminating voltage harmonics present in the multilevel inverter. It is achieved by reducing the total harmonic distortion (THD) present in the multilevel inverter output voltage. Here, the voltage variation of the multilevel inverter is determined from the actual load voltage and the reference voltage. The voltage variations at different time intervals have been applied to the ANFIS. According to the voltage variations, the switching angles can be generated from the interference system. These switching angles can make the multilevel inverter output voltage with reduced THD. The proposed technique is implemented in the MATLAB/simulink working platform. The effectiveness of the proposed method is evaluated by the multilevel inverter output voltage without controller and with neuro fuzzy controller (NFC).https://doi.org/10.1515/jisys-2016-0210thdmultilevel inverteranfisnfcswitching angle |
| spellingShingle | Nageswara Rao G. Chandra Sekhar K. Sangameswararaju P. An Effective Technique for Reducing Total Harmonics Distortion of Multilevel Inverter Journal of Intelligent Systems thd multilevel inverter anfis nfc switching angle |
| title | An Effective Technique for Reducing Total Harmonics Distortion of Multilevel Inverter |
| title_full | An Effective Technique for Reducing Total Harmonics Distortion of Multilevel Inverter |
| title_fullStr | An Effective Technique for Reducing Total Harmonics Distortion of Multilevel Inverter |
| title_full_unstemmed | An Effective Technique for Reducing Total Harmonics Distortion of Multilevel Inverter |
| title_short | An Effective Technique for Reducing Total Harmonics Distortion of Multilevel Inverter |
| title_sort | effective technique for reducing total harmonics distortion of multilevel inverter |
| topic | thd multilevel inverter anfis nfc switching angle |
| url | https://doi.org/10.1515/jisys-2016-0210 |
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