Design of a Sensorless Rotor Flux Oriented Vector Control Technique Based on MRAS Speed Observer for an Induction Machine

Rakia Tarkhani, Saber Krim, M. Mimouni
{"title":"Design of a Sensorless Rotor Flux Oriented Vector Control Technique Based on MRAS Speed Observer for an Induction Machine","authors":"Rakia Tarkhani, Saber Krim, M. Mimouni","doi":"10.1109/IC_ASET58101.2023.10151242","DOIUrl":null,"url":null,"abstract":"This paper proposes a design and hardware implementation with a Field Programmable Gate Array (FPGA) of a Sensorless Rotor Flux Oriented Vector Control (SRFOVC) strategy based on a Model Reference Adaptive System (MRAS) observer for an induction motor drive fed by a voltage source inverter. The MRAS observer is suggested for real-time estimation of the rotor speed. Indeed, the first goal of this work is to provide an MRAS speed observer in order to increase the control system reliability, reduce the maintenance rate and the control system cost. The second goal consists of implementing the suggested SRFOVC-MRAS algorithm on an FPGA board. Actually, the FPGA board is chosen for reducing the system sampling period, taking the hardware FPGA advantages in terms of parallel processing. The model of the suggested SRFOVC-MRAS is designed and simulated with the Xilinx system generator tool in a Matlab/Simulink environment and implemented on a Xilinx FPGA-Zynq 7000-board.","PeriodicalId":272261,"journal":{"name":"2023 IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IC_ASET58101.2023.10151242","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

This paper proposes a design and hardware implementation with a Field Programmable Gate Array (FPGA) of a Sensorless Rotor Flux Oriented Vector Control (SRFOVC) strategy based on a Model Reference Adaptive System (MRAS) observer for an induction motor drive fed by a voltage source inverter. The MRAS observer is suggested for real-time estimation of the rotor speed. Indeed, the first goal of this work is to provide an MRAS speed observer in order to increase the control system reliability, reduce the maintenance rate and the control system cost. The second goal consists of implementing the suggested SRFOVC-MRAS algorithm on an FPGA board. Actually, the FPGA board is chosen for reducing the system sampling period, taking the hardware FPGA advantages in terms of parallel processing. The model of the suggested SRFOVC-MRAS is designed and simulated with the Xilinx system generator tool in a Matlab/Simulink environment and implemented on a Xilinx FPGA-Zynq 7000-board.
基于MRAS速度观测器的感应电机无传感器转子磁链定向矢量控制技术设计
本文提出了一种基于模型参考自适应系统(MRAS)观测器的无传感器转子磁链定向矢量控制(SRFOVC)策略,并利用现场可编程门阵列(FPGA)对电压源逆变器驱动的感应电机进行了设计和硬件实现。建议采用MRAS观测器对转子转速进行实时估计。事实上,这项工作的第一个目标是提供一个MRAS速度观测器,以提高控制系统的可靠性,降低维护率和控制系统成本。第二个目标包括在FPGA板上实现建议的SRFOVC-MRAS算法。实际上,选择FPGA板是为了减少系统采样周期,发挥硬件FPGA在并行处理方面的优势。在Matlab/Simulink环境下,利用Xilinx系统生成器工具对所提出的SRFOVC-MRAS模型进行了设计和仿真,并在Xilinx FPGA-Zynq 7000板上实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信