Economic Nonlinear Model Predictive Control for cyclic gas pipeline operation

被引:0
|
作者
Ghilardi, Lavinia Marina Paola [1 ]
Naik, Sakshi [2 ]
Martelli, Emanuele [1 ]
Casella, Francesco [3 ]
Biegler, Lorenz T. [2 ]
机构
[1] Politecn Milan, Dept Energy, I-20154 Milan, Italy
[2] Carnegie Mellon Univ, Pittsburgh, PA 15213 USA
[3] Politecn Milan, Dipartimento Elettron Informaz & Bioingn, I-20133 Milan, Italy
关键词
Dynamic optimization; Pipeline optimization; Complementarity; Economic Nonlinear Model Predictive Control; Cyclic steady state; OPTIMIZATION; STRATEGIES; STABILITY;
D O I
10.1016/j.compchemeng.2025.109039
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This study presents an economic Nonlinear Model Predictive Control for optimizing gas pipeline operation. The operation of gas networks is governed by dynamic gas transport equations, compressor performance characteristics, and control valve modeling. Given the daily fluctuations in demand, these systems often do not operate under steady-state conditions. To address this, we propose a controller formulation designed for cyclic steadystate systems, incorporating stabilizing and terminal constraints to ensure asymptotic stability. The application of this approach to real-world, complex branched pipelines involves dealing with non-smoothness and switching conditions, which we tackle through smoothing and complementarity reformulations. The effectiveness of our method is demonstrated in a test network as well as the nationwide Italian gas network, showcasing its practicality for large-scale applications.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Economic Nonlinear Model Predictive Control for periodic optimal operation of gas pipeline networks
    Gopalakrishnan, Ajit
    Biegler, Lorenz T.
    COMPUTERS & CHEMICAL ENGINEERING, 2013, 52 : 90 - 99
  • [2] Intelligent nonlinear model predictive control of gas pipeline networks
    Moetamedzadeh, Hamid Reza
    Khanmirza, Esmaeel
    Pourfard, Ali
    Madoliat, Reza
    TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2019, 41 (16) : 4569 - 4589
  • [3] Nonlinear Model Predictive Control applied to Transient Operation of a Gas Turbine
    Pires, Thiago S.
    Cruz, Manuel E.
    Colaco, Marcelo J.
    Alves, Marco A. C.
    JOURNAL OF SUSTAINABLE DEVELOPMENT OF ENERGY WATER AND ENVIRONMENT SYSTEMS-JSDEWES, 2018, 6 (04): : 770 - 783
  • [4] On multi-objective economic predictive control for cyclic process operation
    Maree, J. P.
    Imsland, L.
    JOURNAL OF PROCESS CONTROL, 2014, 24 (08) : 1328 - 1336
  • [5] Economic Nonlinear Model Predictive Control for Flexible Operation of Air Separation Units
    Caspari, Adrian
    Faust, Johannes M. M.
    Schaefer, Pascal
    Mhamdi, Adel
    Mitsos, Alexander
    IFAC PAPERSONLINE, 2018, 51 (20): : 295 - 300
  • [6] Economic Optimization of Spray Dryer Operation using Nonlinear Model Predictive Control with State Estimation
    Petersen, Lars Norbert
    Jorgensen, John Bagterp
    Rawlings, James B.
    IFAC PAPERSONLINE, 2015, 48 (08): : 507 - 513
  • [7] Economic Model Predictive Control of Enhanced Operation Performance for Industrial Hierarchical Systems
    Yang, Yaru
    Zou, Yuanyuan
    Li, Shaoyuan
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2022, 69 (06) : 6080 - 6089
  • [8] An economic model predictive control approach to integrated production management and process operation
    Alanqar, Anas
    Durand, Helen
    Albalawi, Fahad
    Christofides, Panagiotis D.
    AICHE JOURNAL, 2017, 63 (06) : 1892 - 1906
  • [9] Economic model predictive control of stochastic nonlinear systems
    Wu, Zhe
    Zhang, Junfeng
    Zhang, Zhihao
    Albalawi, Fahad
    Durand, Helen
    Mahmood, Maaz
    Mhaskar, Prashant
    Christofides, Panagiotis D.
    AICHE JOURNAL, 2018, 64 (09) : 3312 - 3322
  • [10] Adaptive horizon economic nonlinear model predictive control
    Krishnamoorthy, Dinesh
    Biegler, Lorenz T.
    Jaeschke, Johannes
    JOURNAL OF PROCESS CONTROL, 2020, 92 : 108 - 118