Comparison of Performance of Optimized Varela Immune Controller and PID Controller for Control of Time-delay Process

被引:0
|
作者
Hosovsky, Alexander [1 ]
Tothova, Maria [1 ]
Zidek, Kamil [1 ]
机构
[1] Tech Univ, Fac Mfg Technol, Dept Math Informat & Cybernet, Kosice, Slovakia
关键词
immune controller; B-cells; antibodies; time-delay; controller effort;
D O I
10.4028/www.scientific.net/JERA.18.103
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Varela immune controller is a kind of nonlinear controller, which is said to have good anti-delay capabilities. We compare the performance of simulated annealing optimized improved Varela immune controller and optimized PID controller for controlling a process with very long time delay (approximation of biomass-fired boiler temperature control). The results confirm that Varela immune controller is indeed capable of stabilizing the process while being very robust even to extreme changes in process parameters (time constant and time delay). In addition to that, it is also found out that properly (optimally) tuned PID controller is capable of achieving similar performance. The problem of controller tuning is relevant for both controllers but there are no tuning rules for immune controllers, which might favor the use of conventional PID controller. On the other hand, Varela controller has greater flexibility due to its more complex structure, which might help to adapt it to some special kinds of processes.
引用
下载
收藏
页码:103 / 111
页数:9
相关论文
共 50 条
  • [21] The Effect of the Approximation Method for Large Time Delay Process on the Performance of IMC-PID Controller
    Cao, Mengze
    Yang, Jiaying G.
    2018 INTERNATIONAL CONFERENCE ON CONTROL, POWER, COMMUNICATION AND COMPUTING TECHNOLOGIES (ICCPCCT), 2018, : 73 - 77
  • [22] Performance Analysis of Uncertain Changes in Parameters of an Unstable Time Delay Process Regulated with a PID Controller
    Jovanovic, Zoran
    Gerov, Radmila
    2018 IEEE 12TH INTERNATIONAL SYMPOSIUM ON APPLIED COMPUTATIONAL INTELLIGENCE AND INFORMATICS (SACI), 2018, : 567 - 572
  • [23] Using simulated annealing for optimal tuning of a PID controller for time-delay systems. An application to a high-performance drilling process
    Haber, Rodolfo E.
    Haber-Haber, Rodolfo
    del Toro, Raul M.
    Alique, Jose R.
    COMPUTATIONAL AND AMBIENT INTELLIGENCE, 2007, 4507 : 1155 - +
  • [24] Biomass-fired Boiler Control Using Simulated Annealing Optimized Improved Varela Immune Controller
    Hosovsky, Alexander
    ACTA POLYTECHNICA HUNGARICA, 2015, 12 (01) : 23 - 39
  • [25] Characterization of the Stabilizing PID Controller Region for the Model-Free Time-Delay System
    Ou, Linlin
    Su, Yuan
    Chen, Xuanguang
    JOURNAL OF APPLIED MATHEMATICS, 2013,
  • [26] Selection of PID controller design plane for time-delay systems using genetic algorithm
    Ajiboye, Aye Taiwo
    Popoola, Olusogo Joshua
    Opadiji, Jayeola Femi
    Adebayo, Olalekan Femi
    INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING SYSTEMS, 2022, 13 (10) : 917 - 926
  • [27] PID controller design in the frequency domain for time-delay systems using direct method
    Darwish, Noha Medhat
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2018, 40 (03) : 940 - 950
  • [28] A PID controller set of guaranteeing stability and gain and phase margins for time-delay systems
    Wang, De-Jin
    JOURNAL OF PROCESS CONTROL, 2012, 22 (07) : 1298 - 1306
  • [29] Optimal design of fractional order PID controller for time-delay systems: an IWLQR technique
    Sumathi, R.
    Umasankar, P.
    INTERNATIONAL JOURNAL OF GENERAL SYSTEMS, 2018, 47 (07) : 714 - 730
  • [30] Discrete PID control for the rejection of disturbance of the process with time-delay
    Zhang, Q
    Gu, XS
    DYNAMICS OF CONTINUOUS DISCRETE AND IMPULSIVE SYSTEMS-SERIES A-MATHEMATICAL ANALYSIS, 2006, 13 : 1166 - 1172