CrossRef Open Access 2025 6 sitasi

Enhanced Raccoon Optimization Algorithm for PMSM Electrical Parameter Identification

Zhihong Hu Jihao Zhan Zelan Li Xiangqing Hou Zhiang Fu +1 lainnya

Abstrak

This article proposes an improved algorithm for the parameter identification of permanent magnet synchronous motors (PMSMs). An enhanced raccoon optimization algorithm (EROA) was formed by combining the raccoon optimization algorithm (ROA) with the adaptive exploration radius, raccoon-washing-food-inspired, and escaping-predator strategies. First, using some of the functions in IEEE CEC2015, the EROA solution has a large improvement in convergence speed and solution accuracy compared with other algorithms. Second, the EROA solution is more stable under the same conditions, as demonstrated by MATLAB parameter identification simulation. Finally, EROA is applied to motor parameter identification through motor control experiments.

Penulis (6)

Zhihong Hu

Jihao Zhan

Zelan Li

Xiangqing Hou

Zhiang Fu

Xiaoliang Yang

Format Sitasi

APA MLA BibTeX

Hu, Z., Zhan, J., Li, Z., Hou, X., Fu, Z., Yang, X. (2025). Enhanced Raccoon Optimization Algorithm for PMSM Electrical Parameter Identification. https://doi.org/10.3390/en18040869

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Informasi Jurnal

Tahun Terbit: 2025
Bahasa: en
Total Sitasi: 6×
Sumber Database: CrossRef
DOI: 10.3390/en18040869
Akses: Open Access ✓