MULTIVARIATE CONTROL STRUCTURE SYNTHESIS FOR FLUID CATALYTIC CRACKING UNIT USING RELATIVE GAIN ARRAY

被引:0
|
作者
Alsabei, Redah [1 ]
Nagy, Zoltan K. [1 ]
Nassehi, Vahid [1 ]
机构
[1] Univ Loughborough, Dept Chem Engn, Loughborough LE11 3TU, Leics, England
关键词
Fluid Catalytic Cracking; Relative Gain Array; Five Lump Kinetics; Genetic Algorithm; Control Tuning;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Fluid catalytic cracking (FCC) is one of the most important process in the petrochemical industries. The process is multivariable, strongly nonlinear, highly interactive and is subject to many operational, safety and environmental constraints, posing challenging control problems. A novel mode has been developed that captures the complex dynamics of the process, which combines together models of the reactor with a detailed five lumped kinetic model for the riser, as well as regenerator, and fractionator. Control studies of closed-loop simulations were carried out using an advanced proportional-integral-derivative (PID) algorithm which implemented the discrete position algorithm with backward approximation and anti-windup. The method of relative gain array (RGA) was used for the evaluation of potential control pairings for the multivariate system for which the PID controller were implemented. The PID controllers were tuning using a genetic algorithm based optimization algorithm. The results indicate strong couplings among some of the control loops therefore there is a strong incentive for a more advanced multivariable controller such as nonlinear model predictive control (NMPC) based on economic objective.
引用
收藏
页码:251 / 256
页数:6
相关论文
共 50 条
  • [31] ECONOMICS FOR ISO-OLEFIN PRODUCTION USING THE FLUID CATALYTIC CRACKING UNIT
    MCCLUNG, RG
    WITOSHKIN, A
    BOGERT, DC
    WINKLER, WS
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1993, 205 : 6 - CATL
  • [32] Investigating chaos in an industrial fluid catalytic cracking unit
    Ramachandran, R
    Samavedham, L
    Rangaiah, GP
    ACC: Proceedings of the 2005 American Control Conference, Vols 1-7, 2005, : 3656 - 3658
  • [33] A Novel Optimization Formulation of Fluid Catalytic Cracking Unit
    Saleh, Khaled
    Ibrahim, Hebatallah
    Jayyousi, Majd
    Diabat, Ali
    PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND SYSTEMS MANAGEMENT (IEEE-IESM 2013), 2013, : 499 - 503
  • [34] Design of Optimal Controller for Fluid Catalytic Cracking Unit
    Karthika, V.
    Brijet, Z.
    Bharathi, N.
    INTERNATIONAL CONFERENCE ON MODELLING OPTIMIZATION AND COMPUTING, 2012, 38 : 1150 - 1160
  • [35] Modelling and Simulation of an Industrial Fluid Catalytic Cracking Unit
    Radu, Simona
    Ciuparu, Dragos
    REVISTA DE CHIMIE, 2014, 65 (01): : 113 - 119
  • [36] DYNAMIC MODELING OF AN INDUSTRIAL FLUID CATALYTIC CRACKING UNIT
    LOPEZISUNZA, F
    COMPUTERS & CHEMICAL ENGINEERING, 1992, 16 : S139 - S148
  • [37] Fluid catalytic cracking unit (FCCU) - Feed evaluation
    Halawani, S.M.
    Wolny, R.A.
    Saudi Aramco Journal of Technology, 2000, (SUMMER): : 20 - 27
  • [38] Data analysis, modeling and control performance enhancement of an industrial fluid catalytic cracking unit
    Ramachandran, Rohit
    Rangaiah, G. P.
    Lakshminarayanan, S.
    CHEMICAL ENGINEERING SCIENCE, 2007, 62 (07) : 1958 - 1973
  • [39] Predictive control based on neural networks: An application to a fluid catalytic cracking industrial unit
    Santos, VML
    Carvalho, FR
    de Souza, MB
    BRAZILIAN JOURNAL OF CHEMICAL ENGINEERING, 2000, 17 (4-7) : 897 - 905
  • [40] Predictive control based on neural networks: an application to a fluid catalytic cracking industrial unit
    Santos, V.M.L.
    Carvalho, F.R.
    De, Souza Jr., M.B.
    Brazilian Journal of Chemical Engineering, 2000, 17 (04) : 897 - 905