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
  • [41] Nonlinear Economic Model Predictive Control Strategy for Active Smart Buildings
    Santos, Rui Mirra
    Zong, Yi
    Sousa, Joao M. C.
    Mendonca, Luis
    Thavlov, Anders
    2016 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE EUROPE (ISGT-EUROPE), 2016,
  • [42] Economic Multi-stage Output Nonlinear Model Predictive Control
    Subramanian, Sankaranarayanan
    Lucia, Sergio
    Engell, Sebastian
    2014 IEEE CONFERENCE ON CONTROL APPLICATIONS (CCA), 2014, : 1837 - 1842
  • [43] Stochastic Model Predictive Control for Optimal Economic Operation of a Residential DC Microgrid
    Gulin, Marko
    Matusko, Jadranko
    Vasak, Mario
    2015 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT), 2015, : 505 - 510
  • [44] 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
  • [45] 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
  • [46] Economic model predictive control for robust optimal operation of sparse storage networks
    Lejarza, Fernando
    Baldea, Michael
    AUTOMATICA, 2021, 125
  • [47] Unifying Dynamic Economic Optimization and Model Predictive Control for Optimal Process Operation
    Ellis, Matthew
    Christofides, Panagiotis D.
    2013 AMERICAN CONTROL CONFERENCE (ACC), 2013, : 3135 - 3140
  • [48] Economic model predictive control without terminal constraints: optimal periodic operation
    Mueller, Matthias A.
    Gruene, Lars
    2015 54TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2015, : 4946 - 4951
  • [49] Integrating Production Scheduling and Process Operation via Economic Model Predictive Control
    Alanqar, Anas
    Durand, Helen
    Albalawi, Fahad
    Christofides, Panagiotis D.
    2016 IEEE 55TH CONFERENCE ON DECISION AND CONTROL (CDC), 2016, : 3190 - 3195
  • [50] Economic Model Predictive Control for Optimal Operation of Combined Heat and Power Systems
    Diaz C, Jenny L.
    Weber, Thomas
    Panten, Niklas
    Ocampo-Martinez, Carlos
    Abele, Eberhard
    IFAC PAPERSONLINE, 2019, 52 (13): : 141 - 146