Optimization Design of Centrifugal Pump Flow Control System Based on Adaptive Control

被引:5
|
作者
Wang, Yuqin [1 ]
Zhang, Haodong [1 ]
Han, Zhibo [1 ]
Ni, Xiaoqiang [1 ]
机构
[1] Chaohu Univ, Sch Mech Engn, Chaohu 238000, Peoples R China
关键词
centrifugal pump; adaptive control; self-tuning PID; simulation analysis; RECURSIVE LEAST-SQUARES;
D O I
10.3390/pr9091538
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
In this paper, in order to improve the control characteristics of the centrifugal pump flow control system, a mathematical model of the centrifugal pump flow control system was established based on an analysis of the basic structures, such as the frequency converter, motor, and centrifugal pump. Based on the adaptive control theory, the recursive least squares algorithm with a forgetting factor was used to estimate the real-time parameters of the centrifugal pump control system, and the self-tuning PID control method was used to optimize the mathematical model of the centrifugal pump flow control system. The simulation results showed that the adjustment time of the optimized system was shortened by 16.58%, and the maximum overshoot was reduced by 83.90%, which improved the rapidity and stability of the transient response of the system. This showed that adaptive control had a significant effect on improving the robustness and anti-interference ability of the centrifugal pump control system. In order to further verify the accuracy of the self-tuning PID control method, a flow adaptive control system test platform was built. The test results showed that under the conditions of constant frequency and variable frequency, the actual flow rate of the centrifugal pump was always kept near the set flow rate, the error was small, and it had better real-time followability. The research results showed that adaptive control could revise the parameters in real-time according to changes to the centrifugal pump control system, which improved the stability and robustness of the system. Therefore, adaptive PID control could effectively improve the adaptability of centrifugal pumps to various complex working conditions and improve the working efficiency of centrifugal pumps.
引用
收藏
页数:14
相关论文
共 50 条
  • [11] An observer-based adaptive control design for the maglev system
    Bidikli, Baris
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2020, 42 (14) : 2771 - 2786
  • [12] Adaptive Switching Control Algorithm Design based on Particle Swarm optimization
    Wang Lili
    Xin Ling
    PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 7373 - 7378
  • [13] Vibration Noises and Acoustic Optimization Design of the Centrifugal Pump
    Hao, Zhanqi
    PROCEEDINGS OF THE 2016 4TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS AND COMPUTING TECHNOLOGY, 2016, 60 : 280 - 282
  • [14] High-efficiency design optimization of a centrifugal pump
    Heo, Man-Woong
    Ma, Sang-Bum
    Shim, Hyeon-Seok
    Kim, Kwang-Yong
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2016, 30 (09) : 3917 - 3927
  • [15] High-efficiency design optimization of a centrifugal pump
    Man-Woong Heo
    Sang-Bum Ma
    Hyeon-Seok Shim
    Kwang-Yong Kim
    Journal of Mechanical Science and Technology, 2016, 30 : 3917 - 3927
  • [16] Adaptive Anti-Windup Control System Design for ASPR-based Adaptive Output Feedback Control
    Mizumoto, Ikuro
    Yamada, Kazui
    IFAC PAPERSONLINE, 2019, 52 (29): : 37 - 42
  • [17] Internal flow investigation of a centrifugal pump at the design point
    A. -R. Akhras
    M. El Hajem
    R. Morel
    J. -Y. Champagne
    Journal of Visualization, 2001, 4 : 91 - 98
  • [18] Internal Flow Investigation of a Centrifugal Pump at the Design Point
    Akhras, A. -R
    El Hajem, M.
    Morel, R.
    Champagne, J. -Y
    JOURNAL OF VISUALIZATION, 2001, 4 (01) : 91 - 98
  • [19] Investigation on the influence of number of blades on flow-induced noise optimization design of a centrifugal pump
    Chang Guo
    Feiran Lv
    Ming Gao
    Wei Wei
    Shen Cheng
    Journal of Mechanical Science and Technology, 2022, 36 : 5107 - 5116
  • [20] Investigation on the influence of number of blades on flow-induced noise optimization design of a centrifugal pump
    Guo, Chang
    Lv, Feiran
    Gao, Ming
    Wei, Wei
    Cheng, Shen
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2022, 36 (10) : 5107 - 5116