2022
DOI: 10.32604/cmc.2022.019559
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Neural Network and Fuzzy Control Based 11-Level Cascaded Inverter Operation

Abstract: This paper presents a combined control and modulation technique to enhance the power quality (PQ) and power reliability (PR) of a hybrid energy system (HES) through a single-phase 11-level cascaded H-bridge inverter (11-CHBI). The controller and inverter specifically regulate the HES and meet the load demand. To track optimum power, a Modified Perturb and Observe (MP&O) technique is used for HES. Ultra-capacitor (UCAP) based energy storage device and a novel current control strategy are proposed to provide add… Show more

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Cited by 5 publications
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“…(1) In data acquisition, as far as possible to collect transient samples, especially under fault. (2) The network width should be slightly larger than the number of system state variables. In addition, the addition of BN layer is necessary to improve training speed.…”
Section: Modeling Suggestionsmentioning
confidence: 99%
“…(1) In data acquisition, as far as possible to collect transient samples, especially under fault. (2) The network width should be slightly larger than the number of system state variables. In addition, the addition of BN layer is necessary to improve training speed.…”
Section: Modeling Suggestionsmentioning
confidence: 99%