Differential Evolution Approach for Performance Enhancement of Field-Oriented PMSMs
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초록

In a field-oriented vector-controlled permanent magnet synchronous motor (PMSM) control system, the d-axis current control loop can offer a free degree of freedom which can be used to improve control performances. However, in the industry the desired d-axis current command is usually set as zero without using the free degree of freedom. This paper proposes a method to use the degree of freedom for control performance improvement. It is assumed that both the inner loop proportional-integral (PI) current controller and the q-axis outer loop PI speed controller are tuned by the well-known tuning rules. This paper gives an optimal d-axis reference current command generator such that some useful performance indexes are minimized and/or a tradeoff between conflicting performance criteria is made. This paper uses a differential evolution algorithm to autotune the parameter values of the optimal d-axis reference current command generator. This paper implements the proposed control system in real time on a Texas Instruments TMS320F28335 floating-point DSP. This paper also gives experimental results showing the practicality and feasibility of the proposed control system, along with simulation results.

키워드

Permanent magnet synchronous motor (PMSM)Field-oriented controlSpeed controlProportional-integral (PI) controlDifferential evolution (DE)MOTORDESIGN
제목
Differential Evolution Approach for Performance Enhancement of Field-Oriented PMSMs
저자
Yun, Hong MinKim, YongChoi, Han Ho
DOI
10.5370/JEET.2018.13.6.2301
발행일
2018-11
유형
Article
저널명
Journal of Electrical Engineering & Technology
13
6
페이지
2301 ~ 2309