Improved Performance of SOPDT Process using Rule Base Shifting Scheme for Fuzzy PI Controller

被引:1
作者
Patil, Nitin Jagannath [1 ]
Chile, Rajan Hari [2 ]
Waghmare, Laxman Madhavrao [2 ]
机构
[1] DN Patel Coll Engn, Shahada 425409, Maharashtra, India
[2] SGGS Inst Engn & Technol, Nanded 431606, India
关键词
Controllability ratio; delay time; fuzzy controller; proportional-integral (PI); rule base; second order process; LOGIC CONTROLLER; DESIGN; METHODOLOGY;
D O I
10.1007/s12555-012-0400-y
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Rule Base is one of the key factors in design of fuzzy controller. The performance of the system is affected if a delay element is present in the system. The significance of the proposed method is tested on different second order plus delay time process (SOPDT) models using modified rule bases. A criterion is developed for selection of rule base depending on amount of delay time and time constant of the process and is given in tabulated form. The graphical results are given to show the improved process performance using proposed method. Robustness of the proposed method is checked by applying disturbance and set-point change. Analytical comparison with the existing methods is given using performance indices integral of square error (ISE), integral of absolute error (IAE) and integral of time absolute error (ITAE).
引用
收藏
页码:1053 / 1062
页数:10
相关论文
共 28 条
  • [1] [Anonymous], 1993, INTRO FUZZY CONTROL
  • [2] Fuzzy logic control to suppress noises and coupling effects in a laser tracking system
    Bai, Y
    Zhuang, HQ
    Roth, ZS
    [J]. IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2005, 13 (01) : 113 - 121
  • [3] Control Design for Human-like Reaching Movements using Redundancy in Robot Arm-Trunk Systems
    Bhattacharjee, Tapomayukh
    Oh, Yonghwan
    Bae, Ji-Hun
    Oh, Sang-Rok
    [J]. INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2011, 9 (06) : 1173 - 1186
  • [4] Determination of optimal hierarchical fuzzy controller parameters according to loading condition with ANN
    Caner, Murat
    Umurkan, Nurettin
    Tokat, Sezal
    Uestuen, Seydi Vakkas
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2008, 34 (04) : 2650 - 2655
  • [5] Designing Type-1 and Type-2 Fuzzy Logic Controllers via Fuzzy Lyapunov Synthesis for nonsmooth mechanical systems
    Cazarez-Castro, Nolie R.
    Aguilar, Luis T.
    Castillo, Oscar
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2012, 25 (05) : 971 - 979
  • [6] Adaptive fuzzy proportional integral power control for a cellular CDMA system with time delay
    Chang, PR
    Wang, BC
    [J]. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1996, 14 (09) : 1818 - 1829
  • [7] A rule base modification scheme in fuzzy controllers for time-delay systems
    Genc, Hakki Murat
    Yesil, Engin
    Eksin, Ibrahim
    Guzelkaya, Mujde
    Tekin, Ozgur Aydin
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (04) : 8476 - 8486
  • [8] Self-tuning of PID-type fuzzy logic controller coefficients via relative rate observer
    Güzelkaya, M
    Eksin, I
    Yesil, E
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2003, 16 (03) : 227 - 236
  • [9] H Li, 1999, IEEE T FUZZY SYST, V7, P814
  • [10] REFINEMENTS OF THE ZIEGLER-NICHOLS TUNING FORMULA
    HANG, CC
    ASTROM, KJ
    HO, WK
    [J]. IEE PROCEEDINGS-D CONTROL THEORY AND APPLICATIONS, 1991, 138 (02): : 111 - 118