The simplified STR applied to an asymmetric hydraulic servo system

IF 1.2 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Chih-Hsiung Huang, Ying T. Wang
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引用次数: 0

Abstract

A single–rod cylinder servo system driving a single–side load is typically a 4th–order non–linear and discontinuous system. However, its asymmetric nature will cause steady state error in position control. At the low frequency of interest, this system can be simplified as a 1st–order ARMA model and the PEDF algorithm is used for parameter adaptation. In addition to tracing the time–varying and discontinuous parameters, the PEDF is to ensure the covariance matrix is bounded so as to guard against peak in the parameter adaptation process. To eliminate steady state error, an integrator is included in the structure of implicit STR and it only estimates two controller parameters by applying the final value theorem of the z–transform. The proposed implicit STR not only avoids unstable pole–zero cancellation, but also prevents the redundant zero of the high order model from being hidden. Finally, various experiments prove its effectiveness and adaptation numerically.
将简化STR应用于非对称液压伺服系统
驱动单边负载的单杆缸伺服系统是典型的四阶非线性不连续系统。但其不对称特性会在位置控制中产生稳态误差。在低频处,该系统可简化为一阶ARMA模型,并采用PEDF算法进行参数自适应。PEDF除了跟踪时变和不连续的参数外,还要保证协方差矩阵有界,以防止参数自适应过程中出现峰值。为了消除稳态误差,隐式STR的结构中包含了一个积分器,它仅通过应用z变换的终值定理估计两个控制器参数。所提出的隐式STR不仅避免了不稳定的极点零抵消,而且防止了高阶模型的冗余零被隐藏。最后,通过各种实验验证了该方法的有效性和数值适应性。
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来源期刊
INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY
INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
2.80
自引率
45.50%
发文量
49
期刊介绍: IJCAT addresses issues of computer applications, information and communication systems, software engineering and management, CAD/CAM/CAE, numerical analysis and simulations, finite element methods and analyses, robotics, computer applications in multimedia and new technologies, computer aided learning and training. Topics covered include: -Computer applications in engineering and technology- Computer control system design- CAD/CAM, CAE, CIM and robotics- Computer applications in knowledge-based and expert systems- Computer applications in information technology and communication- Computer-integrated material processing (CIMP)- Computer-aided learning (CAL)- Computer modelling and simulation- Synthetic approach for engineering- Man-machine interface- Software engineering and management- Management techniques and methods- Human computer interaction- Real-time systems
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