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
相关论文
共 50 条
  • [1] Latency Compensation of SD-ADC for High Performance Motor Control and Diagnosis
    Li, Chen
    Vankayalapati, Bhanu
    Akin, Bilal
    2021 IEEE 13TH INTERNATIONAL SYMPOSIUM ON DIAGNOSTICS FOR ELECTRICAL MACHINES, POWER ELECTRONICS AND DRIVES (SDEMPED), 2021, : 289 - 294
  • [2] A multibit sigma-delta ADC for multimode receivers
    Miller, MR
    Petrie, CS
    IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2003, 38 (03) : 475 - 482
  • [3] High Resolution ADC for Ultrasound Color Doppler Imaging Based on MASH Sigma-Delta Modulator
    Li, Di
    Qian, Xuejun
    Li, Runze
    Fei, Chunlong
    Jiang, Laiming
    Chen, Xuyuan
    Yang, Yintang
    Zhou, Qifa
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2020, 67 (05) : 1438 - 1449
  • [4] Performance Evaluation of Incremental Sigma-Delta ADCs Based on their NTF
    Wagner, Johannes
    Vogelmann, Patrick
    Ortmanns, Maurits
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2020, 67 (12) : 2813 - 2817
  • [5] Stability and performance analysis of an adaptive sigma-delta modulator
    Aldajani, MA
    Sayed, AH
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2001, 48 (03) : 233 - 244
  • [6] Sigma-delta ADC with reduced sample rate multibit quantizer
    Qin, W
    Hu, B
    Ling, XT
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-ANALOG AND DIGITAL SIGNAL PROCESSING, 1999, 46 (06): : 824 - 828
  • [7] Natural Compression and Expansion Characteristics of Asynchronous Sigma-Delta ADC
    Koscielnik, Dariusz
    Miskowicz, Marek
    Jableka, Marek
    5TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATION SYSTEMS, ICSPCS'2011, 2011,
  • [8] Fault diagnosis in digital part of sigma-delta converter
    Andrejevic, Miona
    Litovski, Vanco
    NEUREL 2006: EIGHT SEMINAR ON NEURAL NETWORK APPLICATIONS IN ELECTRICAL ENGINEERING, PROCEEDINGS, 2006, : 177 - +
  • [9] Stability Analysis in High-Order Electromechanical Sigma-Delta Accelerometer
    Liu, Yuntao
    Liu, Xiaowei
    Chen, Weiping
    Wu, Qun
    MEMS/NEMS NANO TECHNOLOGY, 2011, 483 : 716 - +
  • [10] 2-PATH STRUCTURE FOR HIGH-PERFORMANCE SIGMA-DELTA MODULATORS
    SAMORI, C
    BASCHIROTTO, A
    LIBERALI, V
    ELECTRONICS LETTERS, 1995, 31 (19) : 1624 - 1625