期刊
IET ELECTRIC POWER APPLICATIONS
卷 15, 期 12, 页码 1616-1629出版社
WILEY
DOI: 10.1049/elp2.12126
关键词
AC machines; AC motors; optimisation; permanent magnet motors
资金
- National Natural Science Foundation of China [51920105011, 52077121]
HSPMM is gaining more attention for its high performance characteristics; the complex design of its rotor demands a new optimization method; the study shows the feasibility of using the MPSM method for optimizing HSPMM.
High-speed permanent magnetic machine (HSPMM) is attracting more attention due to its high power density, compact size, small rotating inertia, and rapid response capability. However, the design of the HSPMM rotor is a non-linear, multi-physics coupled process that makes it difficult to build an accurate mathematical model for optimisation. This study proposes a multi-objective optimisation method based on the multi-physics surrogate model (MPSM). This method uses an MPSM to replace the finite element model (FEM) for optimisation, which can effectively solve the problem of non-convergence and time consumption of the traditional FEM in the optimisation process. Finally, a 1.1 MW, 18,000 r/min HSPMM is produced and related experiments are carried out; the feasibility of the method proposed in this study for HSPMM optimisation is verified.
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