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AuthorLodi, K. A.
AuthorAli, M.
AuthorTariq, M.
AuthorMeraj, Mohammad
AuthorIqbal, Atif
AuthorChakrabortty, R. K.
AuthorRyan, M. J.
Available date2022-03-31T08:05:54Z
Publication Date2020
Publication NameIEEE Access
ResourceScopus
Identifierhttp://dx.doi.org/10.1109/ACCESS.2020.2995782
URIhttp://hdl.handle.net/10576/29152
AbstractThis work introduces a 49-level Asymmetrical Inverter (AMLI) with boosted output based on the cascaded operation of two 7-Level Modified Packed U-Cell inverters (MPUC-7). The converter is capable of operation with a boosted voltage of up to 1.714 times the maximum DC voltage employed. It requires only 12 active switches and 4 voltage sources. With the sources set in the ratio of 14:7:2:1, the 7-level output of the two converters is so utilized that the 72 = 49-level output voltage is generated across the load. A detailed explanation of level formation is discussed. This converter is operated using an Artificial Neural Network (ANN) which is trained for the harmonic elimination in the output voltage waveform. For the calculation of optimum angles, a meta-heuristic based Genetic Algorithm (GA) technique is employed. The generation of 49-level output requires 24 transitions in one quarter of a cycle. All these angles are generated for various desired output voltages, and the ANN is trained offline for the same. The converter and its control are simulated in MATLAB/Simulink environment, and the results are verified on the experimental setup. The multilevel output thus obtained is nearly sinusoidal and the Total Harmonic Distortion (THD) thus produced is under the specified limit of IEEE.
SponsorThis work was supported in part by the Qatar University-Marubeni Concept to Prototype Development Research from the Qatar University under Grant M-CTP-CENG-2020-2, and in part by the Qatar National Library, Doha, Qatar.
Languageen
PublisherInstitute of Electrical and Electronics Engineers Inc.
Subjectartificial neural network
boosted output voltage
cascaded operation
genetic algorithm
harmonic elimination
MPUC-7 converter
TitleModulation with metaheuristic approach for cascaded-MPUC49 asymmetrical inverter with boosted output
TypeArticle
Pagination96867-96877
Volume Number8
dc.accessType Open Access


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