Sloshing Suppression in Liquid Transport Systems Using Fuzzy Logic Control Algorithm

被引:0
|
作者
Hussien, Alaa Mohammed [1 ]
Dehkordi, Siavash Fathollahi [1 ]
Naeimifard, Alireza [1 ]
机构
[1] Shahid Chamran Univ Ahvaz, Mech Engn Dept, POB 6135783151, Ahvaz, Khuzestan, Iran
关键词
Control-based sloshing suppression system; Fuzzy logic control algorithm; Precision fluid transport mechanisms; CONTAINER;
D O I
10.1007/s13369-025-09993-z
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The free surface movement of liquids during transportation stages is a critical hindrance faced across numerous precision industrial process engineering sectors. Uncontrolled liquid oscillations lead to equipment instability, spillage losses, and complications in meeting stringent quality control demands. This research presents the design, modeling, and experimental validation of a fuzzy logic control-based sloshing suppression system for precision fluid transport mechanisms. The developed platform uses a belt drive system actuated by a PMDC motor to transport a container filled with liquid over a 1-m linear path. A fuzzy controller in a closed feedback loop is implemented for system stabilization. The liquid is represented by an equivalent mechanical pendulum model. Comparative Simulink simulations against conventional PID control demonstrate the superiority of the fuzzy technique for reducing destabilizing slosh by up to 20%. Experimental testing utilizes high-speed flow visualization to analyze liquid dynamics under real-time motion profiles. Results exhibit robust sloshing mitigation for the fuzzy system across disturbance scenarios and varieties of liquids. This investigation successfully proves the concept of a fuzzy slosh controller for industrial liquid transport tasks requiring precision motion quality. The system provides critical industrial value by enhancing operation stability, improving spillage losses, and meeting stringent production demands reliant on smooth fluid conveyance.
引用
收藏
页数:14
相关论文
共 50 条
  • [1] Efficient feedforward sloshing suppression strategy for liquid transport
    Rothenbuchner, L.
    Neudorfer, C.
    Fallmann, M.
    Toth, F.
    Schirrer, A.
    Hametner, C.
    Jakubek, S.
    JOURNAL OF SOUND AND VIBRATION, 2024, 590
  • [2] Aerodynamic suppression of wing rock using fuzzy logic control
    Sreenatha, AG
    Nair, NK
    Sudhakar, K
    JOURNAL OF AIRCRAFT, 2000, 37 (02): : 345 - 348
  • [3] Algorithm of detecting interference using fuzzy logic control
    Shi, Xiaowei
    He, Weiping
    Yang, Pengji
    Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica, 19 (03): : 310 - 314
  • [4] A fuzzy logic learning control for vibration suppression of manipulator robot systems
    Li, PK
    Du, XX
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON INTELLIGENT MECHATRONICS AND AUTOMATION, 2004, : 327 - 331
  • [5] Swing Suppression Control in Quayside Crane by Using Fuzzy Logic and Improved Particle Swarm Optimization Algorithm
    Yan, Yue
    Qin, Yi-Xiao
    Zhang, Li-Sheng
    Jia, Tao
    Sun, Fu
    IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF MECHANICAL ENGINEERING, 2023, 47 (03) : 1131 - 1144
  • [6] Swing Suppression Control in Quayside Crane by Using Fuzzy Logic and Improved Particle Swarm Optimization Algorithm
    Yue Yan
    Yi-Xiao Qin
    Li-Sheng Zhang
    Tao Jia
    Fu Sun
    Iranian Journal of Science and Technology, Transactions of Mechanical Engineering, 2023, 47 : 1131 - 1144
  • [7] Adaptive parameter control of search group algorithm using fuzzy logic applied to networked control systems
    Seyedeh Fa’ezeh Hosseini Noorbin
    Alireza Alfi
    Soft Computing, 2018, 22 : 7939 - 7960
  • [8] Adaptive parameter control of search group algorithm using fuzzy logic applied to networked control systems
    Noorbin, Seyedeh Fa'ezeh Hosseini
    Alfi, Alireza
    SOFT COMPUTING, 2018, 22 (23) : 7939 - 7960
  • [9] Sloshing suppression control of liquid transfer systems considering a 3-D transfer path
    Yano, K
    Terashima, K
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2005, 10 (01) : 8 - 16
  • [10] Robust liquid container transfer control for complete sloshing suppression
    Yano, K
    Terashima, K
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2001, 9 (03) : 483 - 493