Tolerant Sequential Model Predictive Control Based on Lexicographic Optimization Method for T-Type Three-Phase Three-Level Inverters

Shengwei Chen, Yong Yang*, Rong Chen*, Jiefeng Hu, Huiqing Wen, Yiwang Wang, Weimin Wu, Gang Fang, Jose Rodriguez

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Due to the existence of the neutral point (NP) voltage, controlling the three-level inverters has essentially become a multiobjective optimization problem (MOOP) that needs to provide stable output voltages for the load and maintain the NP voltage simultaneously. Traditionally, this MOOP is converted into a single-objective optimization problem by weighting factors. However, since the physical dimensions of the two control objectives are usually different, it is challenging to choose proper weighting factors to obtain a satisfactory performance according to a specific theory. To address this issue, a tolerant sequential model predictive control (TSMPC) utilizing a lexicographic optimization method is proposed in this article. This method establishes two distinct layers for the output voltage and NP voltage, arranging them in sequence according to the importance of control objectives to evaluate all voltage vectors. By using an explainable tolerance value rather than conventional weighting factors, the proposed TSMPC algorithm presents superior performance over traditional MPC approaches. Finally, the feasibility and effectiveness of the proposed TSMPC algorithm have been verified through relevant experiments and the stability of this algorithm has also been analyzed.

Original languageEnglish
Pages (from-to)3020-3032
Number of pages13
JournalIEEE Transactions on Power Electronics
Volume40
Issue number2
DOIs
Publication statusPublished - 2025

Keywords

  • Lexicographic optimization method
  • model predictive control (MPC)
  • multiobjective optimization problem (MOOP)
  • weighting factors

Fingerprint

Dive into the research topics of 'Tolerant Sequential Model Predictive Control Based on Lexicographic Optimization Method for T-Type Three-Phase Three-Level Inverters'. Together they form a unique fingerprint.

Cite this