Design and Implementation of MRAC & MRAC-PID feedback for Turntable

IF 1 Q3 MULTIDISCIPLINARY SCIENCES
Saibal Manna, D. Singh, Ashok Kumar Aella
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引用次数: 2

Abstract

The paper explains a control method for turntable by feedback a PID controller with the traditional model reference adaptive controller (MRAC) based on MIT rule. The traditional MRAC is designed for first-order system with adjustment of two-variable parameter. However, the majority of plants, including turntable, are second order system. Traditional MRAC tracking performance for second order system is unsatisfactory. Control law for second order system along with extension from first to second order of MRAC is derived. The modified MRAC i.e., MRAC-PID controller is designed for the application of turntable. It enhanced the system’s dynamic performance. To assess the performance of the proposed controller, MATLAB/Simulink software was used. The article incorporates detailed analysis and comparison of MRAC as well as MRAC-PID controller based on MIT rule for the second order system. Several adaptive gains were chosen during simulation for verify the robustness of proposed controller. It is observed that MRAC would definitely be track the reference model but modified MRAC has better performance. Several performance indexes such as integral absolute error (IAE), integral time absolute error (ITAE) and integral square error (ISE) were employed to justify the proposed controller superiority.
转台MRAC及MRAC- pid反馈的设计与实现
本文介绍了一种基于MIT规则的传统模型参考自适应控制器(MRAC)反馈PID控制器的转台控制方法。传统的MRAC是针对一阶双变量参数可调系统设计的。然而,大多数工厂,包括转盘,都是二阶系统。传统的二阶系统MRAC跟踪性能不理想。导出了二阶系统的控制律以及MRAC由一阶向二阶的扩展。针对转盘的应用,设计了改进的MRAC控制器,即MRAC- pid控制器。提高了系统的动态性能。为了评估所提出的控制器的性能,使用MATLAB/Simulink软件。本文对二阶系统的MRAC和基于MIT规则的MRAC- pid控制器进行了详细的分析和比较。仿真过程中选择了多个自适应增益,验证了所提控制器的鲁棒性。观察到,MRAC肯定会跟踪参考模型,但改进后的MRAC具有更好的性能。采用积分绝对误差(IAE)、积分时间绝对误差(ITAE)和积分平方误差(ISE)等性能指标验证了所提控制器的优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
gazi university journal of science
gazi university journal of science MULTIDISCIPLINARY SCIENCES-
CiteScore
1.60
自引率
11.10%
发文量
87
期刊介绍: The scope of the “Gazi University Journal of Science” comprises such as original research on all aspects of basic science, engineering and technology. Original research results, scientific reviews and short communication notes in various fields of science and technology are considered for publication. The publication language of the journal is English. Manuscripts previously published in another journal are not accepted. Manuscripts with a suitable balance of practice and theory are preferred. A review article is expected to give in-depth information and satisfying evaluation of a specific scientific or technologic subject, supported with an extensive list of sources. Short communication notes prepared by researchers who would like to share the first outcomes of their on-going, original research work are welcome.
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