Strategic slot-pole optimization in electromagnetic coupling with random forest regressor model inspired by response surface methodology
This research introduces a novel approach for optimizing electromagnetic torque conversion in automotive powertrains by systematically evaluating pole-slot combinations and winding layouts. A hybrid data-driven strategy is employed: first, a random forest regressor models the complex, non-linear rel...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2025-09-01
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| Series: | Results in Engineering |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2590123025017116 |
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