Decomposition Techniques for the Real-time Optimization of a Propylene Production Unit

被引:0
|
作者
Acevedo, A. M. P. [1 ]
Graciano, J. E. A. [1 ]
Liporace, Fabio D. S. [2 ]
Vianna, A. S., Jr. [1 ]
Le Roux, Galo A. C. [1 ]
机构
[1] Univ Sao Paulo, Dept Chem Engn, Sao Paulo, SP, Brazil
[2] CENPES PETROBRAS SA, Rio De Janeiro, RJ, Brazil
关键词
real-time optimization; process optimization; decomposition techniques; ONLINE OPTIMIZATION;
D O I
暂无
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
In this work an application of decomposition techniques on a propylene production unit from REPLAN refinery by Petrobras S.A. is presented. It is shown that the classic Lagrangian Relaxation (LR) technique and the alternative technique called "Pricing Interprocess Streams Using Slack Auctions" (PISUSA) do not converge for the case study presented. The issues involved in each decomposition approach are identified and discussed; then a modification of the Lagrangean Relaxation algorithm is proposed using a new constraint-updating rule. This modified algorithm is able to overcome the issues and solve the decomposed problem properly.
引用
收藏
页码:893 / 898
页数:6
相关论文
共 50 条
  • [21] Intelligent Optimization Techniques for Real-Time Harmonics Reduction in Multilevel Inverters
    George, Jibin
    Benny, Anish
    [J]. 2014 ANNUAL INTERNATIONAL CONFERENCE ON EMERGING RESEARCH AREAS: MAGNETICS, MACHINES AND DRIVES (AICERA/ICMMD), 2014,
  • [22] Real-time production optimization of oil and gas production systems: A technology survey
    Bieker, H. P.
    Slupphaug, O.
    Johansen, T. A.
    [J]. SPE PRODUCTION & OPERATIONS, 2007, 22 (04): : 382 - 391
  • [23] Real-time production optimization of oil and gas production systems: A technology survey
    Bieker, Hans Petter
    Slupphaug, Olav
    Johansen, Tor A.
    [J]. SPE Production and Operations, 2007, 22 (04): : 382 - 391
  • [24] REAL-TIME COMPOSITE SIGNAL DECOMPOSITION
    SKINNER, DP
    CHILDERS, DG
    [J]. IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1976, 24 (03): : 267 - 270
  • [25] Real-time Avionics Optimization
    Eisenbrand, Friedrich
    Niemeier, Martin
    Skutella, Martin
    Verschae, Jose
    Wiese, Andreas
    [J]. IT-INFORMATION TECHNOLOGY, 2011, 53 (06): : 274 - 279
  • [26] REAL-TIME PROCESS OPTIMIZATION
    CLEMMONS, J
    [J]. CHEMICAL ENGINEERING, 1990, 97 (04) : 8 - &
  • [27] Model-predictive control and real-time optimization of a cat cracker unit
    Strand, S
    Veland, LH
    [J]. MODELING IDENTIFICATION AND CONTROL, 1997, 18 (02) : 155 - 175
  • [28] Energy configuration and real-time optimization for polyethylene unit steam piping network
    State Key Laboratory of Chemical Engineering, Key Laboratory of Advanced Control and Optimization for Chemical Processes, East China University of Science and Technology, Shanghai 200237, China
    [J]. Huagong Xuebao, 2 (641-648):
  • [29] Accounting for capacity: A real-time optimization approach to managing observation unit utilization
    Dwyer-Matzky, Keely
    Pachamanova, Dessislava
    Tilson, Vera
    [J]. NAVAL RESEARCH LOGISTICS, 2021, 68 (05) : 534 - 555
  • [30] Production optimization by real-time modeling and alarming: The Sendji field case
    Danquigny, Jacques
    Daïan, Renaud
    Tison, Marc
    Herrera, Ronald
    Ndombi, Alain-Serge
    Valette, Pierre
    [J]. SPE Production and Operations, 2009, 24 (01): : 213 - 220