Linearization of an MINLP model and its application to gas distribution optimization

被引:28
|
作者
Mikolajkova, Marketa [1 ]
Saxen, Henrik [1 ]
Pettersson, Frank [1 ]
机构
[1] Abo Akad Univ, Thermal & Flow Engn Lab, Biskopsgatan 8, SF-20500 Turku, Finland
关键词
Optimization; MILP; Linearization; Gas supply chain; Natural gas; LNG; NATURAL-GAS; TRANSMISSION NETWORKS; PIPE NETWORKS; TRANSPORTATION; OPERATION; SYSTEMS; FUEL;
D O I
10.1016/j.energy.2017.05.185
中图分类号
O414.1 [热力学];
学科分类号
摘要
Natural gas is currently regarded as a "bridge fuel", a more environmental-friendly alternative to fossil fuels such as oil or coal while in the transition towards the near-zero emission future. New gas sources allow using natural gas more extensively. Growing popularity of LNG, biogas or SNG might cause an increase in the natural gas consumption, especially in the power production or in transportation. Transportation of such gas fuels should be considered when designing the new extensions of the pipeline networks. Mathematical modelling and optimization are important tools used to solve the complex problem of a gas distribution optimization. The objective of this work is the development and application of a linearized MILP (mixed integer linear programming) formulation of a natural gas distribution network while covering all the technical and operational aspects such as the mass flows, pressures, compressor duties or changes of the mass flow directions. The multi-period formulation allows studying the influence of the seasonal changes and demand fluctuations on the optimal network structure. Use of the model is demonstrated by optimizing the existing Finnish natural gas network and its prospective extensions. The results provide a detailed insight into the interdependencies of the features within a gas network. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:156 / 168
页数:13
相关论文
共 50 条
  • [41] Energy optimization of water supply system scheduling: Novel MINLP model and efficient global optimization algorithm
    Shi, Hanyu
    You, Fengqi
    AICHE JOURNAL, 2016, 62 (12) : 4277 - 4296
  • [42] Implicit integration scheme and its consistent linearization for an elastoplastic-damage model with application to concrete
    Mahnken, R
    Tikhomirov, D
    Stein, E
    COMPUTERS & STRUCTURES, 2000, 75 (02) : 135 - 143
  • [43] Application of TSP distribution model to oil and gas resource forecast
    Liu, Xiaodong
    Xu, Jingzhen
    Tianranqi Gongye/Natural Gas Industry, 2000, 20 (02): : 36 - 38
  • [44] Comments on "A sinh resistor and its application to tanh, linearization"
    Garcia Sanchez, Francisco J.
    Ortiz-Conde, Adelmo
    Finol, Jeses
    Salazar, Ramon
    Salcedo, Javier
    IEEE JOURNAL OF SOLID-STATE CIRCUITS, 2006, 41 (10) : 2359 - 2359
  • [45] Prediction of Cracking Gas Compressor Performance and Its Application in Process Optimization
    Li Shaojun
    Li Feng
    CHINESE JOURNAL OF CHEMICAL ENGINEERING, 2012, 20 (06) : 1089 - 1093
  • [46] A Linear Branch Flow Model for Radial Distribution Networks and Its Application to Reactive Power Optimization and Network Reconfiguration
    Yang, Tianshu
    Guo, Ye
    Deng, Lirong
    Sun, Hongbin
    Wu, Wenchuan
    IEEE TRANSACTIONS ON SMART GRID, 2021, 12 (03) : 2027 - 2036
  • [47] Size distribution in gas vibration bed and its application on grain drying
    Liu, Chuanping
    Wang, Li
    Wu, Ping
    Xiang, Fei
    POWDER TECHNOLOGY, 2012, 221 : 192 - 198
  • [48] An Efficient Multiperiod MINLP Model for Optimal Planning of Offshore Oil and Gas Field Infrastructure
    Gupta, Vijay
    Grossmann, Ignacio E.
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2012, 51 (19) : 6823 - 6840
  • [50] Simultaneous parameter estimation and model structure determination in FTIR spectroscopy by global MINLP optimization
    Vaia, A
    Sahinidis, NV
    COMPUTERS & CHEMICAL ENGINEERING, 2003, 27 (06) : 763 - 779