{"title":"Optimized phase disposition sinusoidal pulse width modulation classical multi-level inverters using curve fitting techniques and genetic algorithm","authors":"Salahaldeen AlZoubi, Majd Ghazi Batarseh","doi":"10.1016/j.compeleceng.2025.110464","DOIUrl":null,"url":null,"abstract":"<div><div>This paper presents an open-loop optimization methodology for three classical multi-level inverter types: cascaded H-bridge, neutral point clamped, and flying capacitors inverters controlled by Phase Disposition Sinusoidal Pulse Width Modulation (PD-SPWM) to minimize Total Harmonic Distortion (THD) in a single-phase output voltage while maximizing efficiency. The optimization process encompasses data collection through simulating the three inverter types from three to seventeen levels in MATLAB/Simulink, optimizing the sinusoidal reference waveform amplitude and carrier waveform frequency for each level of the three multi-level inverter types corresponding to the lowest THD and within a predefined desired output voltage range. Curve-fitting techniques are then employed to predict the optimal operating points for levels beyond seventeen by analyzing the data collected from the simulations of the three multi-level inverters for levels below seventeen, identifying underlying patterns and relations, and then forecasting the futuristic data. A genetic algorithm is subsequently used to select an appropriate filter, ensuring that the THD remains below 5 %, in compliance with IEEE Standard 519. The optimal points obtained in this study are compared with existing works, demonstrating consistently lower THD across all configurations.</div></div>","PeriodicalId":50630,"journal":{"name":"Computers & Electrical Engineering","volume":"125 ","pages":"Article 110464"},"PeriodicalIF":4.0000,"publicationDate":"2025-05-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Computers & Electrical Engineering","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0045790625004070","RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMPUTER SCIENCE, HARDWARE & ARCHITECTURE","Score":null,"Total":0}
引用次数: 0
Abstract
This paper presents an open-loop optimization methodology for three classical multi-level inverter types: cascaded H-bridge, neutral point clamped, and flying capacitors inverters controlled by Phase Disposition Sinusoidal Pulse Width Modulation (PD-SPWM) to minimize Total Harmonic Distortion (THD) in a single-phase output voltage while maximizing efficiency. The optimization process encompasses data collection through simulating the three inverter types from three to seventeen levels in MATLAB/Simulink, optimizing the sinusoidal reference waveform amplitude and carrier waveform frequency for each level of the three multi-level inverter types corresponding to the lowest THD and within a predefined desired output voltage range. Curve-fitting techniques are then employed to predict the optimal operating points for levels beyond seventeen by analyzing the data collected from the simulations of the three multi-level inverters for levels below seventeen, identifying underlying patterns and relations, and then forecasting the futuristic data. A genetic algorithm is subsequently used to select an appropriate filter, ensuring that the THD remains below 5 %, in compliance with IEEE Standard 519. The optimal points obtained in this study are compared with existing works, demonstrating consistently lower THD across all configurations.
期刊介绍:
The impact of computers has nowhere been more revolutionary than in electrical engineering. The design, analysis, and operation of electrical and electronic systems are now dominated by computers, a transformation that has been motivated by the natural ease of interface between computers and electrical systems, and the promise of spectacular improvements in speed and efficiency.
Published since 1973, Computers & Electrical Engineering provides rapid publication of topical research into the integration of computer technology and computational techniques with electrical and electronic systems. The journal publishes papers featuring novel implementations of computers and computational techniques in areas like signal and image processing, high-performance computing, parallel processing, and communications. Special attention will be paid to papers describing innovative architectures, algorithms, and software tools.