Modeling and simulation for intelligent control of expansion valve in vapour compression refrigeration system

被引:0
作者
Singh, Jagdev [1 ]
Singh, Nirmal
Sharma, J. K.
机构
[1] Beant Coll Engn & Technol, Dept Mech & Prod Engn, Gurdaspur 143521, Punjab, India
[2] SP Coll Engn & Technol, Lalru, Punjab, India
关键词
D O I
10.1080/01969720701291247
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Conventional control techniques are not able to accomplish the stable cooling in VCRS (vapour compression refrigeration system) of air conditioning system. This article describes the fuzzy modeling and simulation for intelligent control to regulate the opening area of expansion valve for better and stable refrigerant flow even in the presence of operating condition change. Fuzzy logic control of expansion valve can make a quick response to the abrupt changes of operating parameters in VCRS. The expansion valve opening trend depending upon differential pressure across it (delP) and refrigerant mass flow rate is analyzed with fuzzy modeling using ANFIS. Differential pressures in the range of 3-7 bar are sustained across the valve. Flow rates up to 0.15 kg/sec for the refrigerant R-134a have been demonstrated. The performance of the model is evaluated by comparing the predicted results with the standard mathematical model.
引用
收藏
页码:411 / 427
页数:17
相关论文
共 10 条
  • [1] FUZZY MODELING OF CONTROL-SYSTEMS
    CHEN, GR
    PHAM, TT
    WEISS, JJ
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1995, 31 (01) : 414 - 429
  • [2] HE XD, 1995, PROCEEDINGS OF THE 1995 AMERICAN CONTROL CONFERENCE, VOLS 1-6, P3664
  • [3] IKEGAMI Y, 2001, IEEE
  • [4] A new method for controlling refrigerant flow in automobile air conditioning
    Li, XQ
    Chen, JP
    Chen, ZJ
    Liu, WH
    Hu, W
    Liu, XB
    [J]. APPLIED THERMAL ENGINEERING, 2004, 24 (07) : 1073 - 1085
  • [5] The design of intelligent control of a kitchen refrigerator
    Mraz, M
    [J]. MATHEMATICS AND COMPUTERS IN SIMULATION, 2001, 56 (03) : 259 - 267
  • [6] ROBERT W, 1990, P NORTHS 90 U READ U, P18
  • [7] Ross Timothy, 1996, FUZZY LOGIC ENG APPL
  • [8] FUZZY IDENTIFICATION OF SYSTEMS AND ITS APPLICATIONS TO MODELING AND CONTROL
    TAKAGI, T
    SUGENO, M
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1985, 15 (01): : 116 - 132
  • [9] YING H, 1994, AUTOMATICA, V30, P1184
  • [10] OUTLINE OF A NEW APPROACH TO ANALYSIS OF COMPLEX SYSTEMS AND DECISION PROCESSES
    ZADEH, LA
    [J]. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1973, SMC3 (01): : 28 - 44