Loading...
Search for: non-fragile
0.011 seconds

    Non-fragile tuning of fractional-order PD controllers for IPD-modelled processes

    , Article IFAC Proceedings Volumes (IFAC-PapersOnline) ; 2013 , Pages 361-366 ; 14746670 (ISSN) ; 9783902823274 (ISBN) Bahavarnia, M ; Tavazoei, M. S ; Mesbahi, A ; Sharif University of Technology
    2013
    Abstract
    This paper deals with introducing non-fragile algebraic tuning rules for fractional-order PD controllers where they are used in controlling processes modeled in Integral Plus Delay (IPD) forms. These tuning rules are obtained based on a recently introduced approach, named as the centroid approach, which results in non-fragile tuning methods. Based on this approach, the centroids of two-dimensional admissible regions or the center of gravity of three-dimensional admissible regions in controller parameter space give non-fragile options for choosing controller parameters. © 2013 IFAC  

    A probabilistic framework to achieve robust non-fragile tuning methods: PD control of IPD-modeled processes

    , Article International Journal of Robust and Nonlinear Control ; 2021 ; 10498923 (ISSN) Bahavarnia, M ; Tavazoei, M. S ; Sharif University of Technology
    John Wiley and Sons Ltd  2021
    Abstract
    We introduce a novel probabilistic framework to achieve robust non-fragile tuning methods in control of processes with parametric uncertainties. We consider probability distributions to model the process parameters' uncertainties. First, we propose the tuning framework in a general setting. Then, as an illustration, we apply it to PD control of IPD-modeled processes. It is noteworthy that the proposed tuning method is robust against the considered parametric uncertainties. Also, to empower the proposed robust tuning method in the viewpoint of non-fragility, we utilize a centroid approach. Selecting the form of the probabilistic framework, we empirically observe some of the popular tuning... 

    Application of Pseudospectra in Synthesis of Robust and Fault-Tolerant Control Systems

    , M.Sc. Thesis Sharif University of Technology Zargaran, Hamid (Author) ; Nobakhti, Amin (Supervisor)
    Abstract
    Eigenvalue analysis is a fundamental tool in control issues, however, in some abnormal matrixes it can lead to an incorrect judgment of the matrix dynamic behavior. Pesudospectra, as an eigenvalue generalization, can provide more extensive information of the system dynamic behavior, whereas, the obtained data from eigenvalue analysis can be incomplete. In applying robust controllers, the concept of uncertainty has been attracted researcher interest in system modelling, nevertheless, the controller implementation may not be fault free or the parameters may vary over time. In this project the aforementioned issue will be studied and additionally, the pseudospectra will be employed to design a... 

    Design Non-Fragile Controllers Based on Stability Region Centroids

    , M.Sc. Thesis Sharif University of Technology Sheikholeslami, Zia (Author) ; Tavazoei, Mohammad Saleh (Supervisor)
    Abstract
    The present thesis introduces a new method to design non-fragile controllers. The idea of design is to set the centroid of the stability region as the tuning point of two-parameter controllers. This ideahas been motivated by the fact that the centroid of a convex region belongs to a set of pointsthat have farthest distance from its boundary. In case that stability region is not convex, a correction may be needed because the centroid of non-convex region may be very near to or out of its boundary. One modified version of design method when stability region is not convex, is to find maximum convex sub-area inside stability region and set its centroid as the tuning point of controller... 

    Decomposition and robust non-fragile stabilisation of singular time-delay systems

    , Article IET Control Theory and Applications ; Volume 12, Issue 13 , 2018 , Pages 1882-1888 ; 17518644 (ISSN) Zahedi, F ; Haeri, M ; Sharif University of Technology
    Abstract
    This study presents a new approach to decompose singular time-delay systems (STDSs) in a way that they can be transformable to normal time-delay systems (TDSs) with a lower order. Necessary and sufficient conditions are provided to determine which STDSs can be transformed to TDSs. Also, a stabilisation method is provided to stabilise the system, while the time delay in the system can belong to several distinct intervals or even everywhere. The proposed method is non-fragile towards controller parameters. This method also reveals one of the many applicable situations of the proposed decomposition. The effectiveness of the proposed method is illustrated through some examples. © 2018 The... 

    Non-fragile h∞ order reduction of LTI controllers

    , Article IEEE Control Systems Letters ; Volume 5, Issue 1 , 2021 , Pages 163-168 ; 24751456 (ISSN) Keyumarsi, S ; Nobakhti, A ; Tavazoei, M. S ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2021
    Abstract
    The eigenvalue perturbation theorem is used to propose a convex fragility criterion with application to control system design. The criterion can be considered as a non-normality measure of the controller state-space matrix. Non-normality of a matrix is defined as its distance to the nearest real normal matrix within a convex normal subspace. Based on the criterion, an H∞ method for the order reduction of linear time-invariant (LTI) controllers is developed which leads to non-fragile reduced order controllers. 2020 IEEE. Personal use is permitted, but republication/redistribution requires IEEE permission  

    A probabilistic framework to achieve robust non-fragile tuning methods: PD control of IPD-modeled processes

    , Article International Journal of Robust and Nonlinear Control ; Volume 32, Issue 18 , 2022 , Pages 9593-9609 ; 10498923 (ISSN) Bahavarnia, M ; Tavazoei, M. S ; Sharif University of Technology
    John Wiley and Sons Ltd  2022
    Abstract
    We introduce a novel probabilistic framework to achieve robust non-fragile tuning methods in control of processes with parametric uncertainties. We consider probability distributions to model the process parameters' uncertainties. First, we propose the tuning framework in a general setting. Then, as an illustration, we apply it to PD control of IPD-modeled processes. It is noteworthy that the proposed tuning method is robust against the considered parametric uncertainties. Also, to empower the proposed robust tuning method in the viewpoint of non-fragility, we utilize a centroid approach. Selecting the form of the probabilistic framework, we empirically observe some of the popular tuning... 

    Non-Fragile Order Reduction of Linear Controllers

    , M.Sc. Thesis Sharif University of Technology Keyumarsi, Shaghayegh (Author) ; Nobakhti, Amin (Supervisor) ; Tavazoei, Mohammad Saleh (Supervisor)
    Abstract
    Most of the robust or optimal controllers can produce extremely fragile controllers [1], in the sense that vanishingly small perturbations of the coefficients of the designed controller destabilize the closed-loop control system. Modern control methods, including robust control, lead to high order controllers.Often times a reduced order controller is implemented. As a result, need for low order control design reducing controller’s ensitivity is tangible. Based on studies carried out, properties of normal matrices can be employed to define a fragility measure. In this thesis, a new convex criterion measuring controller fragility is defined. Then, a more resilient reduced order controller can... 

    Robust non-fragile fractional order PID controller for linear time invariant fractional delay systems

    , Article Journal of Process Control ; Vol. 24, issue. 9 , 2014 , pp. 1489-1494 Mesbahi, A ; Haeri, M ; Sharif University of Technology
    Abstract
    A fractional order PID controller is designed to stabilize fractional delay systems with commensurate orders and multiple commensurate delays, where the time delays in the system may belong to several distinct intervals. Moreover, the controller parameters should belong to given intervals. In order to stabilize the system, the D-subdivision method is employed to choose the stabilizing set of the controller parameters from their available values. Furthermore, the nearest values of the obtained stabilizing set to their mean values are selected as the controller parameters so that a non-fragile controller is concluded. Two numerical examples evaluate the proposed control design method  

    Non-fragile control and synchronization of a new fractional order chaotic system

    , Article Applied Mathematics and Computation ; Volume 222 , 2013 , Pages 712-721 ; 00963003 (ISSN) Asheghan, M. M ; Delshad, S. S ; Hamidi Beheshti, M. T ; Tavazoei, M. S ; Sharif University of Technology
    2013
    Abstract
    In this paper, we address global non-fragile control and synchronization of a new fractional order chaotic system. First we inspect the chaotic behavior of the fractional order system under study and also find the lowest order (2.49) for the introduced dynamics to remain chaotic. Then, a necessary and sufficient condition which can be easily extended to other fractional-order systems is proposed in terms of Linear Matrix Inequality (LMI) to check whether the candidate state feedback controller with parameter uncertainty can guarantee zero convergence of error or not. In addition, the proposed method provides a global zero attraction of error that guarantees stability around all existing... 

    Robust stability check for fractional PID-based control systems

    , Article Transactions of the Institute of Measurement and Control ; Volume 35, Issue 2 , 2013 , Pages 236-246 ; 01423312 (ISSN) Akbari Moornani, K ; Haeri, M ; Sharif University of Technology
    2013
    Abstract
    This paper considers a closed-loop system consisting of a fractional/integer order system and a fractional PID controller. Assuming that the uncertain coefficients of the fractional PID controller lie in some known intervals independently (i.e. that controller is a member of an interval family), the paper presents some easy to use theorems to investigate the robust bounded-input bounded-output stability of the resultant closed-loop system. Moreover, a finite frequency bound required in drawing the related graphs has also been provided. Finally, some numerical examples are presented to illustrate the results  

    A new view to Ziegler-Nichols step response tuning method: Analytic non-fragility justification

    , Article Journal of Process Control ; Volume 23, Issue 1 , 2013 , Pages 23-33 ; 09591524 (ISSN) Bahavarnia, M ; Tavazoei, M. S ; Sharif University of Technology
    2013
    Abstract
    Recently, exploiting the centroids of stability regions (admissible regions) to be used in tuning two-parameter controllers has been considered as an approach to obtain non-fragile two-parameter controllers. Such an approach can be extended for three-dimensional stability spaces (admissible spaces) by considering the center of mass of these spaces in tuning three-parameter controllers. In this paper, the mentioned approach is used to tune PID controllers for controlling integrator plus dead-time (IPDT) and first order plus dead-time (FOPDT) processes. It is shown that the tuning method resulted from this approach is very similar to the Ziegler-Nichols step response tuning method.... 

    Non-fragile Static Output Feedback Control with Sparse Gain Matrix

    , M.Sc. Thesis Sharif University of Technology Iraniparast, Amir Hossein (Author) ; Tavazoei, Mohammad Saleh (Supervisor) ; Nobakhti, Amin (Supervisor)
    Abstract
    One of the issues in the design and synthesis of the state or output feedback controller is the issue of fragility as the existence of disturbance in the coefficients of the designed controller causes instability in the controlled closed-loop system or leads to deterioration of its performance. The need to consider this point results in some novel approaches for designing the non-fragile controllers. Accordingly, defining criteria for measuring fragility is crucial.As well, due to the considered practical problems in the implementation of ordinary designed robust and optimal controllers, non-reachability of all the states of dynamical systems, and the boundedness for the quantity of the...