Flow Rate Regulation of a Variable Speed Driven Pumping System Using Fuzzy Logic

被引:0
|
作者
Jahmeerbacus, M. I. [1 ]
机构
[1] Univ Mauritius, Dept Elect & Elect Engn, Reduit, Mauritius
关键词
flow rate regulation; fuzzy logic; centrifugal pump; induction motor; field-oriented control;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The use of variable speed drives in fluid pumping applications represents an energy efficient solution for achieving adjustable flow rate. In particular, centrifugal pumps driven by induction motors can be operated at power efficiency levels close to the maximum value while delivering a wide range of flow rates. However, the prevailing head and flow are influenced by the nonlinear characteristics of both the pump and pipe/tank systems. While conventional flow controllers are designed, based on a linear model of the pumping system, their performances may degrade due to large disturbances and uncertainties in the system curve parameters. This paper presents a flow control system based on fuzzy logic, for a centrifugal pump driven by a field-oriented 3-phase induction motor. The fuzzy controller adjusts the torque command for the motor, so that the flow rate of the pumping system is regulated to the reference setting. Simulation tests performed show that the proposed scheme is able to track the flow rate command under large disturbances in the system parameters, while operating the pump in its best efficiency region.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Fuzzy Logic of Speed Control for Photovoltaic Pumping System
    Bouzeria, Hamza
    Fetha, Cherif
    Bahi, Tahar
    Lekhchine, Salima
    Layate, Zakaria
    2014 INTERNATIONAL RENEWABLE AND SUSTAINABLE ENERGY CONFERENCE (IRSEC), 2014, : 136 - 140
  • [2] Ecoanalysis of Variable-Speed Drives for Flow Regulation in Pumping Systems
    Ferreira, Fernando J. T. E.
    Fong, Joao A. C.
    de Almeida, Anibal T.
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2011, 58 (06) : 2117 - 2125
  • [3] A Speed Control System Using Fuzzy Logic
    Alazzam, Azmi
    Ahmed, Israr
    2018 FIFTH HCT INFORMATION TECHNOLOGY TRENDS (ITT): EMERGING TECHNOLOGIES FOR ARTIFICIAL INTELLIGENCE, 2018, : 12 - 17
  • [4] SPEED CONTROL SYSTEM USING A FUZZY LOGIC CONTROLLER
    Dosoftei, Constantin Catalin
    Mastacan, Lucian
    Olah, Iosif
    ANNALS OF DAAAM FOR 2008 & PROCEEDINGS OF THE 19TH INTERNATIONAL DAAAM SYMPOSIUM: INTELLIGENT MANUFACTURING & AUTOMATION: FOCUS ON NEXT GENERATION OF INTELLIGENT SYSTEMS AND SOLUTIONS, 2008, : 427 - 428
  • [5] Implementation of Solar Water Pumping System Using Fuzzy Logic Controller
    Parimala, V
    Ganeshkumar, D.
    Divya, M.
    2020 6TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND COMMUNICATION SYSTEMS (ICACCS), 2020, : 967 - 970
  • [6] Power Management of a Variable Speed Wind Turbine for Stand-Alone System using Fuzzy Logic
    Huynh Quang Minh
    Frederic, Nollet
    Najib, Essounbouli
    Abdelaziz, Hamzaoui
    IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ 2011), 2011, : 1404 - 1410
  • [7] VARIABLE SPEED SUBMERSIBLE PUMPING SYSTEM.
    Divine, David L.
    1600, AIME, Soc of Pet Eng (SPE), Dallas, Tex
  • [8] FPGA fuzzy logic controller for variable speed generators
    Cirstea, M
    Khor, J
    McCormick, M
    PROCEEDINGS OF THE 2001 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS (CCA'01), 2001, : 301 - 304
  • [9] A Perturb and Observe Method using Fuzzy Logic Control for PV pumping system
    Sarah, Abdourraziq
    Rachid, El Bachtiri
    2014 INTERNATIONAL CONFERENCE ON MULTIMEDIA COMPUTING AND SYSTEMS (ICMCS), 2014, : 1608 - 1612
  • [10] Performance prediction and parameter conversion of variable speed mixed-flow pumping system
    Zhu, Honggeng
    Zhang, Rentian
    Cheng, Jilin
    Yao, Linbi
    Zhang, Bin
    Shuili Fadian Xuebao/Journal of Hydroelectric Engineering, 2010, 29 (06): : 205 - 210