Multilevel Inverter Real-Time Simulation and Optimization Through Hybrid GA/PSO Algorithm
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arXiv
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| Hauptverfasser: | , , |
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| Format: | Preprint |
| Veröffentlicht: |
2021
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| _version_ | 1866917859943251968 |
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| author | Zolfaghari, Hussein Karimi, Hossein Momeni, Hamidreza |
| author_facet | Zolfaghari, Hussein Karimi, Hossein Momeni, Hamidreza |
| contents | This paper presents a new real-time intelligent optimization algorithm to minimize the voltage harmonics of a multilevel inverter. Hybrid Genetic algorithm /Particle swarm optimization algorithm is employed in a real-time simulation to identify the best fire angels of the multilevel inverter to eliminate any destructive effect, such as dc voltage variations and changes in line and dc-link resistors. The dual objective function of harmonic minimization and voltage regulation is considered in this real-time simulation. This approach can be applied to any multilevel inverter with various numbers of levels. The validity of the proposed algorithm is proven by real-time simulation of seven and an eleven-level inverter. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2110_13817 |
| institution | arXiv |
| publishDate | 2021 |
| record_format | arxiv |
| spellingShingle | Multilevel Inverter Real-Time Simulation and Optimization Through Hybrid GA/PSO Algorithm Zolfaghari, Hussein Karimi, Hossein Momeni, Hamidreza Systems and Control This paper presents a new real-time intelligent optimization algorithm to minimize the voltage harmonics of a multilevel inverter. Hybrid Genetic algorithm /Particle swarm optimization algorithm is employed in a real-time simulation to identify the best fire angels of the multilevel inverter to eliminate any destructive effect, such as dc voltage variations and changes in line and dc-link resistors. The dual objective function of harmonic minimization and voltage regulation is considered in this real-time simulation. This approach can be applied to any multilevel inverter with various numbers of levels. The validity of the proposed algorithm is proven by real-time simulation of seven and an eleven-level inverter. |
| title | Multilevel Inverter Real-Time Simulation and Optimization Through Hybrid GA/PSO Algorithm |
| topic | Systems and Control |
| url | https://arxiv.org/abs/2110.13817 |