Optimal fuzzy logic controller design for a plate heat exchanger model

被引:0
|
作者
Mohapatra, Subinaya [1 ]
Acharya, Debasis [2 ]
Das, Dushmanta Kumar [3 ]
机构
[1] Natl Inst Technol Nagaland, Dept ME, Chumoukedima, India
[2] Brainware Univ, Dept CSE Cyber Secur & Data Sci, Kolkata, India
[3] NIT, Dept EEE, Nagaland, India
关键词
Plate heat exchanger; Modelling; 2-DOF-Fuzzy-PIDN controller; MHCO optimizer; LabVIEW (c) 2015; NON-NEWTONIAN NANOFLUID; FLOW; OPTIMIZATION;
D O I
10.1007/s40430-025-05399-y
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Heat exchangers (HEs) are mechanical devices primarily used in industry to exchange energy in the form of heat and temperature. This research focuses on controlling the temperature of cooling water by utilizing a plate heat exchanger (PHE), commonly used in the dairy, food and beverage, and chemical industries. A PHE operates on the principle of transferring heat between two fluids at different temperatures, making temperature control essential. To achieve effective temperature control, a 2-DOF-Fuzzy-PIDN controller is proposed. The parameters for the 2-DOF-PIDN controller are derived from a fuzzy inference system, with the input and output membership function ranges optimized using a modified human conception optimizer (MHCO). As a result, the PHE temperature is maintained more effectively. The uniqueness of this work lies in the optimization of both fuzzy input and output parameters through the meta-heuristic approach (MHCO). With the proposed controller, the developed model can maintain the cooling temperature with shorter settling time and reduced disturbances compared to other methods.
引用
收藏
页数:22
相关论文
共 50 条
  • [41] Optimal Design of Traffic Signal Controller Using Neural Networks and Fuzzy Logic Systems
    Araghi, Sahar
    Khosravi, Abbas
    Creighton, Doug
    PROCEEDINGS OF THE 2014 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2014, : 42 - 47
  • [42] The optimal design of neural fuzzy controller
    Liu, J
    Liu, D
    Bai, HY
    Wu, PS
    2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 544 - 547
  • [43] On simplifying the automatic design of a fuzzy logic controller
    Cheong, F
    Lai, R
    2002 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY PROCEEDINGS, 2002, : 481 - 487
  • [44] Design of Fuzzy Logic Controller for DC Motor
    Andrs, O.
    Brezina, T.
    Kovar, J.
    MECHATRONICS: RECENT TECHNOLOGICAL AND SCIENTIFIC ADVANCES, 2011, : 9 - 18
  • [45] Optimal Nonlinear Model Reference Controller Design for Ball and Plate System
    Hazem I. Ali
    Haider M. Jassim
    Amjad F. Hasan
    Arabian Journal for Science and Engineering, 2019, 44 : 6757 - 6768
  • [46] Design and application of an analog fuzzy logic controller
    Guo, SW
    Peters, L
    Surmann, H
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1996, 4 (04) : 429 - 438
  • [47] DESIGN AND ANALYSIS OF A FUZZY-LOGIC CONTROLLER
    CHEN, CL
    KUO, FC
    INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1995, 26 (05) : 1223 - 1248
  • [48] Digital fuzzy logic controller: Design and implementation
    Patyra, MJ
    Grantner, JL
    Koster, K
    IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1996, 4 (04) : 439 - 459
  • [49] Design of fuzzy logic controller for chaos synchronization
    Yau, Her-Teing
    Shieh, Cheng-Shion
    SYSTEMS MODELING AND SIMULATION: THEORY AND APPLICATIONS, ASIA SIMULATION CONFERENCE 2006, 2007, : 123 - +
  • [50] Design of an analog adaptive fuzzy logic controller
    Xu, ZH
    Jin, DM
    Li, ZJ
    FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, PT 1, PROCEEDINGS, 2005, 3613 : 1034 - 1043