Model Order Reduction Strategy for LTI Systems and Application to PID Controller Design

被引:3
|
作者
Duddeti, Bala Bhaskar [1 ,2 ]
机构
[1] NIT, Dept Elect Engn, Rourkela 769008, Orissa, India
[2] SASI Inst Technol & Engn A, EEE Res Ctr, Dept Elect & Elect Engn, Tadepalligudem 534101, Andhra Pradesh, India
关键词
Multi-input multi-output systems; High order systems; Order reduction; Single-input single-output systems; Schur decomposition; Controller design; BALANCED REALIZATION; TRUNCATION;
D O I
10.1007/s00034-024-02825-9
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The mathematical modeling of the real-time system results in large-dimensional ordinary or partial differential equations, which are challenging to employ for investigation and control synthesis. Finding a comparable system of the same kind in a lower-order dimension that can maintain the core characteristics of the higher-order system (HOS) is essential. This article discusses a novel technique for HOS's reduced order approximation and control design. The proposed method modifies the Schur method for balanced truncation. The method circumvents the requirement of balancing transformation and steady-state gain (SSG) deviation as required in the truncated model reduction algorithm. The offered technique eliminates the SSG deviation without altering the dynamical behavior compared to the HOS by appending a gain enhancement factor to the numerator polynomial of the reduced system transfer matrix. The offered technique ensures that the reduced system retains the HOS stability, passivity, SSG, and all critical characteristics. The recommended method's findings are compared to the outcomes of recently published work's lower-order models. Further, using the proposed method, the reduced model has been used to design a PID controller for the flexible-missile control model and an automatic voltage regulator system. The controller produced using the simplified model provides almost the exact time domain specifications (TDS) as the controller made using the HOS, and its design is also relatively more straightforward. Step response and TDS assess lower- and higher-order controller performance.
引用
收藏
页码:88 / 127
页数:40
相关论文
共 50 条
  • [1] Model order reduction for large LTI control systems
    M. Gams
    M. Ozek
    Journal of Computer and Systems Sciences International, 2010, 49 : 696 - 701
  • [2] Model order reduction for large LTI control systems
    Gams, M.
    Ozek, M.
    JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL, 2010, 49 (05) : 696 - 701
  • [3] On process model order reduction for controller design in discrete systems
    Sourlas, DD
    MATHEMATICAL AND COMPUTER MODELLING OF DYNAMICAL SYSTEMS, 2000, 6 (04) : 425 - 444
  • [4] Controller and observer design for first order LTI systems with unknown dynamics
    Ohrem, Sveinung Johan
    Holden, Christian
    ICCMA 2018: PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON CONTROL, MECHATRONICS AND AUTOMATION, 2018, : 29 - 34
  • [5] An Improved Analytical PID Controller Design for Non-Monotonic Phase LTI Systems
    de Paula, Caio F.
    Ferreira, Luis H. C.
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2012, 20 (05) : 1328 - 1333
  • [6] New result on PID controller design of LTI systems via dominant eigenvalue assignment
    Liu, Jianchang
    Wang, Honghai
    Zhang, Yu
    AUTOMATICA, 2015, 62 : 93 - 97
  • [7] Model Dominance Index Assisted Enhanced Generalized Pole Clustering Technique for Order Reduction and Application to PID Controller Design
    Duddeti, Bala Bhaskar
    Naskar, Asim Kumar
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2025,
  • [8] Plant-Model Reduction for PID Controller Design
    Kondo, Hiroyuki
    Ochi, Yoshimasa
    49TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2010, : 6201 - 6206
  • [9] Application strategy of variable structure PID controller for stochastic systems
    Ma Jianwei
    Liu Yuemin
    Zhang Haichao
    IEEE ICMA 2006: PROCEEDING OF THE 2006 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-3, PROCEEDINGS, 2006, : 2194 - +
  • [10] Design of FOPID controller for higher order MIMO systems using model order reduction
    Alla, RamaKoteswara Rao
    Rajani, Kandipati
    Yadlapalli, Ravindranath Tagore
    INTERNATIONAL JOURNAL OF SYSTEM ASSURANCE ENGINEERING AND MANAGEMENT, 2023, 14 (5) : 1660 - 1670