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BLDC motor current control using filtered single DC link current based on adaptive extended Kalman filter

机译:使用基于自适应扩展卡尔曼滤波器的滤波后的单个DC链路电流进行BLDC电机电流控制

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In this paper, a current control scheme for the brushless DC (BLDC) motor is proposed. In order to estimate the phase current, it employs the adaptive extended Kalman filter (EKF) and measurement of a single DC link current. When estimating the motor phase current, measurement of a single DC link current is scaled by PWM (Pulse Width Modulation) duty. If the PWM duty is very small, the sensitivity of the measurement noise is dramatically increased. In order to solve this problem adaptive EKF is applied. Therefore, estimated phase current using adaptive EKF prevents the possible occurrence of an unstable situation due to the sensitivity. The accuracy of the proposed current control scheme was confirmed by comparing the estimated current by adaptive EKF and the measured actual phase current. In additions, the effectiveness was verified through the current-control time response of the when the PWM duty for the control was close to zero. By using the proposed current control scheme, robust current control of the BLDC motor was possible with a single DC link current.
机译:本文提出了一种无刷直流(BLDC)电动机的电流控制方案。为了估算相电流,它采用了自适应扩展卡尔曼滤波器(EKF)和单个直流母线电流的测量。估算电动机相电流时,单个直流母线电流的测量将通过PWM(脉冲宽度调制)占空比进行缩放。如果PWM占空比非常小,则测量噪声的灵敏度会大大提高。为了解决该问题,应用了自适应EKF。因此,使用自适应EKF估算相电流可防止由于灵敏度而导致不稳定情况的可能发生。通过将自适应EKF估计的电流与测得的实际相电流进行比较,可以确认所提出的电流控制方案的准确性。此外,通过控制的PWM占空比接近零时的电流控制时间响应来验证有效性。通过使用提出的电流控制方案,可以使用单个直流母线电流对BLDC电机进行鲁棒的电流控制。

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