A Design Technique for Shaping of Back-EMF Using Heuristic Optimization and Winding Factors in Brushless AC and DC Machines

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초록

One of the requirements for the electric machine designer is to provide an optimal back-EMF waveform in a high-performance application such as electric vehicles (EV) or hybrid EVs (HEV) systems. This paper presents a design technique for the shaping of back-EMF waveforms in brushless permanent magnet (PM) AC and DC machines. At first, back-EMF waveforms are calculated by an analytical model based on the subdomain field model and the complex permeance function. The finite element and experimental results are used for the verification of the analytical model. Secondarily, the heuristic optimization algorithm is applied to the analytical model in order to search for optimal solutions where the objective function is composed of harmonics in target back-EMF. As a result, the optimal back-EMF waveform can be traced by matching the odd harmonics of the design candidate with those of the target waveform. Also, a detailed investigation of the winding factor is carried out to provide the key design techniques regarding the shape of back-EMF.

키워드

analytical solution; back-EMF waveform; brushless machine; complex permeance function; differential evolution; heuristic optimization; permanent magnet machine; subdomain model; trapezoidal shape; winding factor; MAGNETIC-FIELD DISTRIBUTION; MOTOR-DRIVES; AIR-GAP; TORQUE; MINIMIZATION
제목
A Design Technique for Shaping of Back-EMF Using Heuristic Optimization and Winding Factors in Brushless AC and DC Machines
저자
Min, Seun Guy
DOI
10.1080/15325008.2020.1821841
발행일
2020-10
유형
Article; Early Access
저널명
Electric Power Components and Systems
권
48
호
9-10
페이지
944 ~ 956