Multirate Modeling and Predictive Control for WBG-Device-Based High-Switching-Frequency Power Converters
With the growth of wide-bandgap devices, it is necessary to exploit the high-switching-frequency benefits to improve the performance of power converter, thus requiring a higher sampling/interrupt frequency in digital signal processors. However, such a short interrupt time duration imposes big comput...
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Veröffentlicht in: | IEEE transactions on industrial electronics (1982) 2024-01, Vol.71 (1), p.93-103 |
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Sprache: | eng |
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Zusammenfassung: | With the growth of wide-bandgap devices, it is necessary to exploit the high-switching-frequency benefits to improve the performance of power converter, thus requiring a higher sampling/interrupt frequency in digital signal processors. However, such a short interrupt time duration imposes big computational difficulty in the execution of programming code, especially using the model-predictive control (MPC). Thus, most of the existing MPCs are applied with switching frequencies below 20 kHz, which cannot exploit the full potential of the wide-bandgap-device-based power converters. To solve this challenge, this article proposes a multirate MPC scheme, where the trigger of interrupt and switching device transition can be performed at different rates. Compared with conventional MPCs, the main uniqueness of the proposed multirate MPC is that the high-dimensional control sequence is solved and applied within each interrupt interval. Therefore, the increased switching frequency objective can be easily achieved with a low sampling/interrupt frequency configuration, which also significantly relieves the digital execution of the heavy interrupt tasks. The proposed method shows a more optimized control input and higher computational efficiency over the multirate finite-control-set MPC counterpart. A silicon-carbide-inverter-fed ac motor drive system is used to verify the proposed multirate MPC. The results show the improved system performance with the combined advantages of both the high switching frequency and the MPC strategy. |
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ISSN: | 0278-0046 1557-9948 |
DOI: | 10.1109/TIE.2023.3250765 |