Analysis and Compensation of Sigma-Delta ADC Latency for High Performance Motor Control and Diagnosis

被引:0
作者
Li, Chen [1 ]
Vankayalapati, Bhanu Teja [1 ]
Akin, Bilal [1 ]
Yu, Zhenyu [2 ]
机构
[1] Univ Texas Dallas, Dept Elect & Comp Engn, Dallas, TX 75080 USA
[2] Texas Instruments Inc, Sugar Land, TX 77479 USA
关键词
Sigma-delta modulation; Delays; Modulation; Motor drives; Transfer functions; Signal resolution; Pulse width modulation; Fault signatures; high resolution signal; Kalman filter; latency compensation; PMSM; SDFM; zero order holder; MODEL-PREDICTIVE CONTROL; TIME-DELAY;
D O I
10.1109/TIA.2022.3210078
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
High performance motor control and fault diagnosis requires high resolution isolated signal measurement. Sigma-delta ADCs (SD-ADC) are ideal for this purpose but cause remarkable measurement latency which can cause performance degradation and stability issues. In this paper, the effects of current measurement latency caused by a sigma-delta filter module (SDFM) and corresponding latency compensation are discussed in detail. First, the effect of SD-ADC on system phase margin and ADC update delay is analyzed in detail. Consequently, a Kalman filter based technique is proposed to compensate the latency caused by the group delay of the digital filter and increase the phase/gain margin of the system. In addition, three PWM update strategies are proposed and their tradeoffs discussed. The proposed algorithm and measurement results are experimentally verified on a PMSM drive. It is shown that with the proposed solution, Sigma-delta ADC can provide much higher resolution than traditional SAR ADCs and also yield superior diagnostics capability and control.
引用
收藏
页码:873 / 885
页数:13
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