Design of Temperature Control System Using Conventional PID and Intelligent Fuzzy Logic Controller

被引:0
|
作者
Mugisha, Jean Claude [1 ]
Munyazikwiye, Bernard [2 ]
Karimi, Hamid Reza [2 ]
机构
[1] Univ Rwanda, Kigali, Rwanda
[2] Univ Agder, Fac Sci & Engn, Dept Engn, Grimstad, Norway
关键词
Temperature; Fuzzy Logic; PID; Controller; Furnace;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we present the design of temperature control for industrial heat treating furnace by using Intelligent Fuzzy Logic and PID controllers. Temperature control is important in heating processes as it can disqualify materials in terms of their physical properties when not well performed. Obviously PID temperature controller is the most used in industries to control non-linear processes. Consequently, it has been found that the output response from Fuzzy Logic is very accurate in terms of overshoot and steady state error when compared to that of PID. Moreover, both temperature controllers are modeled and simulated using MATLAB software.
引用
收藏
页码:50 / 55
页数:6
相关论文
共 50 条
  • [31] An optimal fuzzy logic controller design for precision intelligent tracking system
    Lu, J
    COMPUTER APPLICATIONS IN INDUSTRY AND ENGINEERING, 2003, : 326 - 326
  • [32] Design and Optimization of an Intelligent Fuzzy Logic Controller for a Nonlinear Dynamic System
    Awelewa, Ayokunle
    Omiloli, Koto
    Olajube, Ayobami
    Samuel, Isaac
    2021 INTERNATIONAL CONFERENCE ON DECISION AID SCIENCES AND APPLICATION (DASA), 2021,
  • [33] Fuzzy Logic Controller Design for Intelligent Air-Conditioning System
    Ahamed, Nizam Uddin
    Bin Taha, Zahari
    Khairuddin, Ismail Bin Mohd
    Rabbi, M. F.
    Rahaman, S. A. M. Matiur
    Sundaraj, Kenneth
    PROCEEDINGS OF 2016 2ND INTERNATIONAL CONFERENCE ON CONTROL SCIENCE AND SYSTEMS ENGINEERING (ICCSSE), 2016, : 232 - 236
  • [34] Microprocessor based Temperature Monitoring and Control System using Fuzzy Logic Controller
    lslam, Md. Rabiul
    Khan, M. A. Goffar
    Rahman, M. F.
    PROCEEDINGS OF ICECE 2008, VOLS 1 AND 2, 2008, : 878 - 882
  • [35] Design of Intelligent Fuzzy Fractional -Order PID Controller for Pressure Control Application
    Kanagaraj, N.
    Al-Dhaifalla, Mujahed
    Nisar, K. S.
    2017 INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING, INSTRUMENTATION AND CONTROL TECHNOLOGIES (ICICICT), 2017, : 525 - 530
  • [36] Using Simplified Swarm Optimization on Multiloop Fuzzy PID Controller Tuning Design for Flow and Temperature Control System
    Wu, Ting-Yun
    Jiang, Yun-Zhi
    Su, Yi-Zhu
    Yeh, Wei-Chang
    APPLIED SCIENCES-BASEL, 2020, 10 (23): : 1 - 23
  • [37] Study on Fuzzy Logic and PID Controller for Temperature Regulation of a System with Time Delay
    Ramanathan, Prabhu
    Sukanya, K. C.
    Mishra, Sidhanta
    Ramasamy, Sudha
    2013 INTERNATIONAL CONFERENCE ON ENERGY EFFICIENT TECHNOLOGIES FOR SUSTAINABILITY (ICEETS), 2013,
  • [38] Load Frequency Control of an Interconnected Three-Area Thermal Power System Using Conventional PID & Fuzzy-Logic Controller
    Pati, Tridipta Kumar
    Nayak, Jyoti Ranjan
    Sahu, Binod Kumar
    Gantayat, Bibek
    2015 INTERNATIONAL CONFERENCE ON ENERGY, POWER AND ENVIRONMENT: TOWARDS SUSTAINABLE GROWTH (ICEPE), 2015,
  • [39] A fuzzy logic controller for an intelligent tires system
    Zhang, XW
    Wang, ZX
    Li, W
    He, DZ
    Wang, FY
    2005 IEEE INTELLIGENT VEHICLES SYMPOSIUM PROCEEDINGS, 2005, : 875 - 881
  • [40] Design of Optimized PID Type Fuzzy Logic Controller for Higher Order System
    Bharti, Roshan
    Trivedi, Rishika
    Padhy, Prabin K.
    2018 5TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN), 2018, : 760 - 764