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ISSN: 2333-9721
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Mathematical model of permanent-magnet synchronous motors and its fuzzy modeling
永磁同步电动机的混沌模型及其模糊建模

Keywords: permanent-magnet synchronous motors (PMSMs),fuzzy modeling,TS fuzzy model,chaos,strange attractors
永磁同步电机(PMSM)
,模糊建模,TS模糊模型,混沌,奇异吸引子

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Abstract:

A mathematical model of a permanent-magnet synchronous motor (PMSM) is derived, and the steady-state characteristics of this system, when subject to constant input voltages and constant external torque, are formulated. It is shown that the PMSM model can exhibit a variety of chaotic phenomena under some choices of system parameters and external inputs. Based on TS fuzzy modeling methodology, the TS fuzzy model of the PMSM chaotic system is presented, so the interaction between fuzzy system and chaos theory can be explored, and then fuzzy-model-based control methodologies can be used to control chaos in chaotic systems. Computer simulations show that the strange attractors in the derived TS fuzzy system and original chaotic system are topologically equivalent.

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