Modeling, simulation and control of a methanol synthesis fixed-bed reactor

被引:73
作者
Shahrokhi, M [1 ]
Baghmisheh, GR [1 ]
机构
[1] Sharif Univ Technol, Dept Chem & Petr Engn, Tehran, Iran
关键词
methanol synthesis; fixed-bed reactor; dynamic simulation; adaptive PID; temperature runaway; feedforward neural network;
D O I
10.1016/j.ces.2004.12.051
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
In this paper, the dynamic behavior and control of the low pressure methanol synthesis fixed bed reactor have been investigated. For simulation purpose, a heterogeneous one-dimensional model has been developed. First, the reactor simulation is carried out under steady-state condition and the effects of several parameters such as shell temperature, feed composition (especially CO2 concentration) and recycle ratio on the methanol productivity and reactor temperature profile are investigated. Using the steady state model and a trained feedforward neural network that calculates the effectiveness factor, an optimizer which maximizes the reactor yield has been developed. Through the dynamic simulation, the system open loop response has been obtained and the process dynamic is approximated by a simple model. This model is used for the PID controller tuning and the performances of fixed and adaptive PID controllers are compared for load rejection and set point tracking. Finally the proposed optimizer is coupled with a controller for online optimization and hot spot temperature protection. (c) 2005 Elsevier Ltd. All rights reserved.
引用
收藏
页码:4275 / 4286
页数:12
相关论文
共 26 条
  • [1] [Anonymous], 2001, THESIS NORWEGIAN U S
  • [2] Thermal runaway of ethylene oxidation reactors: Prevision through neuronal networks
    Assaf, EM
    Giordano, R
    Nascimento, CAO
    [J]. CHEMICAL ENGINEERING SCIENCE, 1996, 51 (11) : 3107 - 3112
  • [3] An interior trust region approach for nonlinear minimization subject to bounds
    Coleman, TF
    Li, YY
    [J]. SIAM JOURNAL ON OPTIMIZATION, 1996, 6 (02) : 418 - 445
  • [4] EDGAR TF, 1988, OPTIMIZATION CHEM PR, P171
  • [5] ELNASHAIE SSE, 1993, MODELING SIMULATION, P204
  • [6] Finlayson BA, 1980, NONLINEAR ANAL CHEM, P60
  • [7] FINLAYSON BA, 1972, MATH WEIGHTED RESIDU, P197
  • [8] IMPLEMENTATION OF SELF-TUNING REGULATORS WITH VARIABLE FORGETTING FACTORS
    FORTESCUE, TR
    KERSHENBAUM, LS
    YDSTIE, BE
    [J]. AUTOMATICA, 1981, 17 (06) : 831 - 835
  • [9] Froment G.F., 1990, CHEM REACTOR ANAL DE, P162
  • [10] INTRAPARTICLE DIFFUSION LIMITATIONS IN LOW-PRESSURE METHANOL SYNTHESIS
    GRAAF, GH
    SCHOLTENS, H
    STAMHUIS, EJ
    BEENACKERS, AACM
    [J]. CHEMICAL ENGINEERING SCIENCE, 1990, 45 (04) : 773 - 783