Implementation of Fuzzy-PID Controller to Liquid Level System using LabVIEW

被引:0
|
作者
Prusty, Sankata B. [1 ]
Pati, Umesh C. [1 ]
Mahapatra, Kamalakanta [1 ]
机构
[1] Natl Inst Technol, Dept Elect & Commun Engn, Rourkela 769008, India
关键词
Proportional-integral-derivative (PID) controller; Fuzzy system; fuzzy-PID controller; Linearization; DESIGN;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper describes about the liquid level control system which is commonly used in many process control applications. The output of the level process is non-linear and it is converted into the linear form by using Taylor Series method. The aim of the process is to keep the liquid level in the tank at the desired value. The conventional proportional-integral-derivative (PID) controller is simple, reliable and eliminates the steady state error. Fuzzy logic controllers are rule based systems which are logical model of the human behavior of the process. The fuzzy controller is combined with the PID controller and then applied to the tank level control system. This paper compares the transient response as well as error indices of PID, fuzzy, fuzzy-PID controllers. The responses of the fuzzy-PID controller are verified through simulation. From the simulation results, it is observed that fuzzy-PID controller gives the superior performance than the other controllers. The absolute error of fuzzy-PID controller is 56.6% less than PID controller and 55.6% less than the fuzzy controller. The LabVIEW software is used to simulate the system. The simulated results validate the method implemented here.
引用
收藏
页码:36 / 40
页数:5
相关论文
共 50 条
  • [1] An intelligent self-tuning fuzzy-PID controller to coupled tank liquid level system
    Bhandare D.S.
    Kulkarni N.R.
    Bakshi M.V.
    International Journal of Information Technology, 2022, 14 (4) : 1747 - 1754
  • [2] FUZZY-PID CONTROLLER APPLIED TO A REFRIGERATION SYSTEM
    Erni Schmitz, Jones
    Vasconcelos Da Silva, Flavio
    Frattini Fileti, Ana Maria
    Neves Filho, Lincoln Camargo
    Silveira, Vivaldo Junior
    INTERNATIONAL JOURNAL OF AIR-CONDITIONING AND REFRIGERATION, 2012, 20 (02)
  • [3] Application of Fuzzy-PID Controller in Servo System
    Huang, Wenjuan
    Zhao, Wei
    Gao, Jianyu
    Yao, Hongping
    An, Chunyan
    INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING BIOMEDICAL ENGINEERING, AND INFORMATICS (SPBEI 2013), 2014, : 1180 - 1187
  • [4] On Terrain Following System with Fuzzy-PID Controller
    Qu, Dongcai
    Yu, Dehai
    Cheng, Jihong
    Lu, Binwen
    2014 IEEE CHINESE GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2014, : 497 - 501
  • [5] Adaptive Fuzzy-PID Controller for Liquid Flow Control in the Heating Tank System
    Yahya, Sofian
    Al Tahtawi, Adnan Rafi
    Wijayanto, Kartono
    Faizah, Bani Asriatul
    INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING, 2022, 14 (01): : 173 - 180
  • [6] Design and Implementation of Digital Fuzzy-PID Controller Based on FPGA
    Chen, Wen
    Yuan, Hui-mei
    Wang, Yan
    ICIEA: 2009 4TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-6, 2009, : 388 - 392
  • [7] ASIC Implementation of Fuzzy-PID Controller for Aircraft Roll Control
    John, Subash
    Rasheed, Abdul Imran
    Redd, Viswanath K.
    2013 INTERNATIONAL CONFERENCE ON CIRCUITS, CONTROLS AND COMMUNICATIONS (CCUBE), 2013,
  • [8] Hydraulic AGC system based on fuzzy-PID controller
    Wang, Haifang
    Wang, Yiqun
    Zhang, Yun
    PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON FLUID POWER TRANSMISSION AND CONTROL, 2009, : 356 - 359
  • [9] Level Control in Horizontal Tank by Fuzzy-PID Cascade Controller
    Tunyasrirut, Satean
    Wangnipparnto, Santi
    PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 19, 2007, 19 : 78 - +
  • [10] Aircraft Dynamics Using Fuzzy-PID Controller Design
    Rasheed, Abdur
    2018 INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2018,