基于DGOA算法的无刷直流电动机转矩脉动因子降低及FOPID运动控制

IF 2.8 4区 工程技术 Q1 ACOUSTICS Journal of Low Frequency Noise Vibration and Active Control Pub Date : 2023-06-12 DOI:10.1177/14613484231181449
P. M, Arockia Edwin Xavier S
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引用次数: 0

摘要

无刷直流(BLDC)电机由于其体积小、调速精确等特点,具有许多优点。系统的比例积分(PI)控制器响应时间较慢以及无刷直流电动机的某些运行环境会带来不确定性问题。提出的分数阶比例积分导数(FOPID)控制器和方向偏移差高斯(DOOG) Grasshopper优化算法(GOA) (DGOA)函数用于减轻无刷直流电机的转矩波动,克服了这些缺点。通过引入自适应参数来提高传统GOA方法的性能,并将该方法的性能与基准函数进行比较。采用所提出的DGOA-FOPID对驱动程序进行仿真,得到了较好的转矩脉动抑制效果和速度控制效果,取得了较好的转矩脉动抑制效果和速度调节效果。
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BLDC motor torque ripple factor lowering and FOPID based motion control using DGOA algorithm
The Brushless Direct Current (BLDC) motor has many benefits due to characteristics like its small size and precise speed regulation. Uncertainty problems are presented by the system’s slow Proportional-Integral (PI) controller response time as well as some BLDC motor operating circumstances. The proposed Fractional-Order Proportional-Integral-Derivative (FOPID) controller and Difference of Orientation Offset Gaussian (DOOG) Grasshopper Optimization Algorithm (GOA) (DGOA) function are used to mitigate torque ripples in BLDC motors and overcome these drawbacks. An adaptive parameter has been introduced to enhance the performance of the conventional GOA method, and the performance of the suggested DGOA is compared to the benchmark functions. The simulation of the driver with the suggested DGOA-FOPID results in an improvement in Torque Ripple Reduction and speed control is obtained that better torque ripple reduction and speed regulation have been achieved.
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来源期刊
CiteScore
4.90
自引率
4.30%
发文量
98
审稿时长
15 weeks
期刊介绍: Journal of Low Frequency Noise, Vibration & Active Control is a peer-reviewed, open access journal, bringing together material which otherwise would be scattered. The journal is the cornerstone of the creation of a unified corpus of knowledge on the subject.
期刊最新文献
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