Implementation of Current Harmonic Suppression for Imbalance in Six-Phase Permanent Magnet Synchronous Motor Drives
Abstract
1. Introduction
2. Mathematical Model of Six-Phase PMSM and Imbalance Current Harmonics
2.1. Six-Phase PMSM
2.2. Imbalance Current Harmonics
3. Current Control Strategy and Implementation
- Perform Clarke and Park transformations on the dual three-phase current feedbacks (, ) to obtain the RSRF current feedbacks (, ). The Park transformation is applied to , and to .
- Apply the CM-DM transformation to the RSRF current references (, ) and feedbacks (, ) to derive the CM and DM current references (, ) and feedbacks (, ).
- Execute the CM-DM-FSRF-CC, using the CM-DM current references and feedbacks as inputs to generate the voltage references and .
- Execute the BEMF-HFC, where the inputs are the rotor electrical angle and electrical speed feedback , and the outputs are the BEMF harmonics and .
- Aggregate and for to form the total DM-IHSRF-CC output . Refer to Equation (32).
- Combine the outputs from CM-DM-FSRF-CC, BEMF-HFC, and DM-IHSRF-CC to generate the complete voltage references (, ). Refer to Figure 3.
- Perform the inverse CM-DM transformation on (, ) to obtain the RSRF voltage references (, ).
- Apply inverse Park and Clarke transformations to (, ), followed by VSVPWM to generate the dual three-phase duty ratio references (, ). The inverse Park transformation is used for , and for .
4. Simulation and Experimental Test Result
4.1. Simulation
4.2. Experimental Test
- Fundamental current imbalance: According to Table 8, Table 11, Table 14 and Table 17, the Max-Min magnitudes of the fundamental current decrease from 2.27% (300 rpm), 4.67% (600 rpm), 7.25% (900 rpm), and 8.87% (1200 rpm) to 1.86%, 4.66%, 7.20%, and 8.61%, respectively. The impact of Strategy 2 on the fundamental current is limited and can be considered negligible.
- Third harmonic current: As shown in Table 9, Table 12, Table 15 and Table 18, the Average magnitude of the third current harmonic changes from 1.28%, 1.21%, 1.44%, and 1.56% to 0.57%, 1.28%, 1.58%, and 1.78%, respectively. Similarly, the Max-Min magnitudes decrease from 1.09%, 1.46%, 2.02%, and 2.26% to 0.74%, 1.41%, 1.96%, and 2.88%. These results indicate that the impact of Strategy 2 on the third current harmonic is also limited.
- Fifth harmonic current: Based on Table 10, Table 13, Table 16 and Table 19, the Average magnitude of the fifth current harmonic is significantly reduced from 6.23%, 12.81%, 17.39%, and 20.87% to 0.73%, 1.36%, 1.88%, and 2.70%, respectively. The Max-Min magnitudes also drop from 1.04%, 2.83%, 5.48%, and 8.24% to 0.86%, 1.32%, 2.22%, and 2.94%. These findings confirm that Strategy 2 has a significant effect on suppressing the fifth current harmonic, as expected.
- Fundamental current: From Table 8, Table 11, Table 14, and Table 17, the Max-Min magnitudes of the fundamental current decrease from 1.86% (300 rpm), 4.66% (600 rpm), 7.20% (900 rpm), and 8.61% (1200 rpm) to 1.76%, 0.83%, 1.01%, and 1.19%, respectively. The impact of Strategy 3 on the fundamental current is evident.
- Third harmonic current: According to Table 9, Table 12, Table 15, and Table 18, the Average magnitudes of the third current harmonic change from 0.57%, 1.28%, 1.58%, and 1.78% to 1.16%, 0.68%, 0.81%, and 1.25%, respectively. The Max-Min magnitudes also decrease from 0.74%, 1.41%, 1.96%, and 2.88% to 0.55%, 0.72%, 0.56%, and 1.02%. Due to the relatively small magnitude of the third flux linkage harmonic, the effect of Strategy 3 becomes more evident at higher speeds.
- Fifth harmonic current: As seen in Table 10, Table 13, Table 16, and Table 19, the Average magnitude of the fifth current harmonic changes from 0.73% (300 rpm), 1.36% (600 rpm), 1.88% (900 rpm), and 2.70% (1200 rpm) to 0.37%, 0.79%, 1.58%, and 2.83%, respectively. Meanwhile, the Max-Min magnitudes decrease from 0.86%, 1.32%, 2.22%, and 2.94% to 0.53%, 0.57%, 0.56%, and 0.50%. The impact of Strategy 3 on the Average magnitude of the fifth current harmonic is slightly more significant than that of Strategy 2, and its effectiveness is more pronounced with regard to reducing the Max-Min magnitude.
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| PMSM | permanent magnet synchronous motor |
| BEMF | back electromotive force |
| HSRF | harmonic synchronous reference frame |
| CM | common mode |
| DM | differential mode |
| PWM | pulse width modulation |
| THD | total harmonic distortion |
Appendix A
| Parameter | Value |
|---|---|
| DC link voltage (V) | 600 |
| Rated Speed (rpm) | 1200 |
| Poles | 12 |
| Phase resistance (m) | 23.14 |
| d-axis self inductance (H) | 309.9 |
| q-axis self inductance (H) | 743.2 |
| d-axis mutual inductance (H) | 260.3 |
| q-axis mutual inductance (H) | 706.1 |
| Flux linkage (Wb) | 0.313 |
| 5th BEMFH (Magnitude:%Fundamental/Phase: °) | 2.17%/174.7° |
| 7th BEMFH (Magnitude:%Fundamental/Phase: °) | 1.92%/2.5° |
| 11th BEMFH (Magnitude:%Fundamental/Phase: °) | 0.69%/−15.4° |
| 13th BEMFH (Magnitude:%Fundamental/Phase: °) | 0.45%/175.1° |
| Fundamental frequency current controller bandwidth (rad/s) | 2000 |
| Parameter | Value |
|---|---|
| DM-IHSRF-CC PI gain (: /)) for n = 1, 2, 3 | 0.0116 /533.79 |
| DM-IHSRF-CC LPF time constant (: msec) for n = 1, 2, 3 | 0.936 |
Appendix B
Appendix C
| Parameter | Value |
|---|---|
| abc-set positive-sequence third flux linkage harmonic(magnitude :mWb/phase : °) | 0/0° |
| xyz-set positive-sequence third flux linkage harmonic(magnitude :mWb/phase : °) | 0/0° |
| abc-set positive-sequence fifth flux linkage harmonic(magnitude :mWb/phase : °) | 1.313/37° |
| xyz-set positive-sequence fifth flux linkage harmonic(magnitude :mWb/phase : °) | 1.313/−143° |
| abc-set positive-sequence seventh flux linkage harmonic(magnitude :mWb/phase : °) | 4.337/−137° |
| xyz-set positive-sequence seventh flux linkage harmonic(magnitude :mWb/phase : °) | 4.337/43° |
| abc-set negative-sequence fundamental flux linkage harmonic(magnitude :mWb/phase : °) | 2.188/153° |
| xyz-set negative-sequence fundamental flux linkage harmonic(magnitude :mWb/phase : °) | 2.188/−27° |
| abc-set negative-sequence third flux linkage harmonic(magnitude :mWb/phase : °) | 0.637/177° |
| xyz-set negative-sequence third flux linkage harmonic(magnitude :mWb/phase : °) | 0.637/−3° |
| abc-set negative-sequence fifth flux linkage harmonic(magnitude :mWb/phase : °) | 8.395/78° |
| xyz-set negative-sequence fifth flux linkage harmonic(magnitude :mWb/phase :°) | 8.395/−102° |
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| Strategy | Characteristic |
|---|---|
| Multi-Reference Frame Proportional-Integral (MRF-PI) controllers | The control structure is complex and involves a large number of PI controllers. Methods for extracting current harmonic components include low-pass filters (LPFs) [17,19] and phase shifters (PSs) [10,20]. PSs require memory to store current samples [10]. LPFs are simple and effective in the presence of multiple current harmonics; however, they introduce dynamic lag. |
| Proportional-Resonant (PR) controllers | The structure is simple but requires continuous adjustment of the resonant frequency according to the rotor speed. Additionally, pre-warping techniques must be applied to mitigate the effects of discretization [9,17,18,21,22]. |
| Adaptive Linear Neuron (ALN) controllers | These are equivalent to an ideal resonant controller, without resonant pole displacement or phase deviation at the resonant frequency [22]. |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Measured | 72.25 | 67.58 | 67.58 | 69.57 | 69.25 | 4.67 |
| Simulated | 72.12 | 68.14 | 68.15 | 71.82 | 70.06 | 3.98 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Measured | 2.13 | 0.96 | 0.67 | 1.07 | 1.21 | 1.46 |
| Simulated | 1.38 | 1.31 | 1.09 | 1.57 | 1.34 | 0.48 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Measured | 13.06 | 12.41 | 11.47 | 14.3 | 12.81 | 2.83 |
| Simulated | 11.77 | 11.83 | 10.24 | 12.55 | 11.60 | 2.31 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Strategy 1 | 72.12 | 68.14 | 68.15 | 71.82 | 70.06 | 3.98 |
| Strategy 2 | 72.28 | 68.04 | 68.06 | 71.71 | 70.02 | 4.24 |
| Strategy 3 | 70.83 | 70.54 | 70.54 | 70.63 | 70.64 | 0.29 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Strategy 1 | 1.38 | 1.31 | 1.09 | 1.57 | 1.34 | 0.48 |
| Strategy 2 | 0.76 | 1.17 | 0.58 | 1.05 | 0.89 | 0.59 |
| Strategy 3 | 0.14 | 0.21 | 0.26 | 0.04 | 0.16 | 0.22 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Strategy 1 | 11.77 | 11.83 | 10.24 | 12.55 | 11.60 | 2.31 |
| Strategy 2 | 1.84 | 1.68 | 1.77 | 1.84 | 1.78 | 0.16 |
| Strategy 3 | 0.16 | 0.15 | 0.19 | 0.11 | 0.15 | 0.08 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Strategy 1 | 70.87 | 68.88 | 70.27 | 68.6 | 69.66 | 2.27 |
| Strategy 2 | 71.39 | 69.53 | 69.6 | 69.75 | 70.07 | 1.86 |
| Strategy 3 | 69.86 | 69.68 | 70.73 | 68.97 | 69.81 | 1.76 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Strategy 1 | 2.02 | 1.14 | 1.03 | 0.93 | 1.28 | 1.09 |
| Strategy 2 | 1.03 | 0.37 | 0.6 | 0.29 | 0.57 | 0.74 |
| Strategy 3 | 1.41 | 0.86 | 0.96 | 1.39 | 1.16 | 0.55 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Strategy 1 | 6.44 | 5.71 | 6.01 | 6.75 | 6.23 | 1.04 |
| Strategy 2 | 0.61 | 0.67 | 0.38 | 1.24 | 0.73 | 0.86 |
| Strategy 3 | 0.33 | 0.17 | 0.26 | 0.7 | 0.37 | 0.53 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Strategy 1 | 72.25 | 67.58 | 67.58 | 69.57 | 69.25 | 4.67 |
| Strategy 2 | 72.04 | 67.47 | 67.38 | 69.85 | 69.19 | 4.66 |
| Strategy 3 | 69.94 | 70.02 | 69.97 | 69.19 | 69.78 | 0.83 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Strategy 1 | 2.13 | 0.96 | 0.67 | 1.07 | 1.21 | 1.46 |
| Strategy 2 | 2.25 | 1.03 | 0.84 | 0.98 | 1.28 | 1.41 |
| Strategy 3 | 0.97 | 0.25 | 0.6 | 0.88 | 0.68 | 0.72 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Strategy 1 | 13.06 | 12.41 | 11.47 | 14.3 | 12.81 | 2.83 |
| Strategy 2 | 0.93 | 1.8 | 0.7 | 2.02 | 1.36 | 1.32 |
| Strategy 3 | 0.77 | 0.56 | 0.68 | 1.13 | 0.79 | 0.57 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Strategy 1 | 72.73 | 65.71 | 65.48 | 70.82 | 68.69 | 7.25 |
| Strategy 2 | 72.5 | 65.56 | 65.3 | 71.17 | 68.63 | 7.2 |
| Strategy 3 | 69.95 | 70.09 | 69.73 | 69.08 | 69.71 | 1.01 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Strategy 1 | 2.47 | 1.22 | 0.45 | 1.6 | 1.44 | 2.02 |
| Strategy 2 | 2.73 | 1.33 | 0.77 | 1.5 | 1.58 | 1.96 |
| Strategy 3 | 0.99 | 0.46 | 0.78 | 1.02 | 0.81 | 0.56 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Strategy 1 | 17.28 | 17.51 | 14.64 | 20.12 | 17.39 | 5.48 |
| Strategy 2 | 0.69 | 2.91 | 1.45 | 2.47 | 1.88 | 2.22 |
| Strategy 3 | 1.53 | 1.46 | 1.38 | 1.94 | 1.58 | 0.56 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Strategy 1 | 72.96 | 64.09 | 64.25 | 72.32 | 68.41 | 8.87 |
| Strategy 2 | 72.34 | 64.57 | 64.31 | 72.92 | 68.54 | 8.61 |
| Strategy 3 | 70.15 | 70.19 | 70 | 69 | 69.84 | 1.19 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Strategy 1 | 2.58 | 1.2 | 0.32 | 2.12 | 1.56 | 2.26 |
| Strategy 2 | 3.26 | 1.66 | 0.38 | 1.82 | 1.78 | 2.88 |
| Strategy 3 | 1.36 | 0.68 | 1.26 | 1.7 | 1.25 | 1.02 |
| (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min | |
|---|---|---|---|---|---|---|
| Strategy 1 | 20.04 | 22.13 | 16.54 | 24.78 | 20.87 | 8.24 |
| Strategy 2 | 0.87 | 3.81 | 3.41 | 2.72 | 2.70 | 2.94 |
| Strategy 3 | 2.79 | 2.85 | 2.59 | 3.09 | 2.83 | 0.5 |
| Speed (rpm) | (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min |
|---|---|---|---|---|---|---|
| 300 | 10.81 | 10.26 | 9.86 | 11.5 | 10.61 | 1.64 |
| 600 | 19.98 | 20.92 | 19.04 | 22.7 | 20.66 | 3.66 |
| 900 | 26 | 30.2 | 24.91 | 31.2 | 28.08 | 6.29 |
| 1200 | 29.66 | 38.27 | 28.08 | 37.02 | 33.26 | 10.19 |
| Speed (rpm) | (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min |
|---|---|---|---|---|---|---|
| 300 | 2.01 | 1.71 | 1.51 | 2.19 | 1.86 | 0.68 |
| 600 | 3.84 | 3.77 | 2.07 | 3.84 | 3.38 | 1.77 |
| 900 | 4.3 | 5.4 | 2.96 | 4.73 | 4.35 | 2.44 |
| 1200 | 5.18 | 6.99 | 5.72 | 5.4 | 5.82 | 1.81 |
| Speed (rpm) | (%) | (%) | (%) | (%) | (%) Average | (%) Max-Min |
|---|---|---|---|---|---|---|
| 300 | 2.39 | 1.86 | 1.73 | 2.54 | 2.13 | 0.81 |
| 600 | 2.61 | 2.49 | 1.71 | 3.06 | 2.47 | 1.35 |
| 900 | 3.32 | 3.29 | 2.6 | 4.23 | 3.36 | 1.63 |
| 1200 | 5.03 | 4.91 | 4.46 | 6.04 | 5.11 | 1.58 |
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Lin, Y.-T.; Hwang, J.-C.; Lin, C.-T. Implementation of Current Harmonic Suppression for Imbalance in Six-Phase Permanent Magnet Synchronous Motor Drives. Energies 2025, 18, 6112. https://doi.org/10.3390/en18236112
Lin Y-T, Hwang J-C, Lin C-T. Implementation of Current Harmonic Suppression for Imbalance in Six-Phase Permanent Magnet Synchronous Motor Drives. Energies. 2025; 18(23):6112. https://doi.org/10.3390/en18236112
Chicago/Turabian StyleLin, Yu-Ting, Jonq-Chin Hwang, and Cheng-Tsung Lin. 2025. "Implementation of Current Harmonic Suppression for Imbalance in Six-Phase Permanent Magnet Synchronous Motor Drives" Energies 18, no. 23: 6112. https://doi.org/10.3390/en18236112
APA StyleLin, Y.-T., Hwang, J.-C., & Lin, C.-T. (2025). Implementation of Current Harmonic Suppression for Imbalance in Six-Phase Permanent Magnet Synchronous Motor Drives. Energies, 18(23), 6112. https://doi.org/10.3390/en18236112
