Large-scale optimal control of interconnected natural gas and electrical transmission systems

被引:59
|
作者
Chiang, Nai-Yuan [1 ]
Zavala, Victor M. [1 ]
机构
[1] Argonne Natl Lab, Div Math & Comp Sci, 9700 S Cass Ave, Argonne, IL 60439 USA
关键词
Large scale; Optimal control; Natural gas; Electricity; Networks; Dynamics;
D O I
10.1016/j.apenergy.2016.01.017
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
We present a detailed optimal control model that captures spatiotemporal interactions between gas and electric transmission networks. We use the model to study flexibility and economic opportunities provided by coordination. A large-scale case study in the Illinois system reveals that coordination can enable the delivery of significantly larger amounts of natural gas to the power grid. In particular, under a coordinated setting, gas-fired generators act as distributed demand response resources that can be controlled by the gas pipeline operator. This enables more efficient control of pressures and flows in space and time and overcomes delivery bottlenecks. We demonstrate that the additional flexibility not only can benefit the gas operator but can also lead to more efficient power grid operations and results in increased revenue for gas-fired power plants. We also use the optimal control model to analyze computational issues arising in these complex models. We demonstrate that the interconnected Illinois system with full physical resolution gives rise to a highly nonlinear optimal control problem with 4400 differential and algebraic equations and 1040 controls that can be solved with a state-of-the-art sparse optimization solver. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:226 / 235
页数:10
相关论文
共 50 条
  • [21] Decentralized disturbance attenuating control for large-scale nonlinear interconnected systems
    Krishnamurthy, P
    Khorrami, F
    PROCEEDINGS OF THE 2003 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2003, : 5028 - 5033
  • [22] Decentralized adaptive control for large-scale interconnected systems with dynamic uncertainties
    Zhang, Tian-Ping (tpzhang@yzu.edu.cn), 2015, South China University of Technology (32):
  • [23] Adaptive tracking control algorithms for large-scale interconnected nonlinear systems
    Elloumi, Mourad
    Kamoun, Samira
    2016 17TH INTERNATIONAL CONFERENCE ON SCIENCES AND TECHNIQUES OF AUTOMATIC CONTROL AND COMPUTER ENGINEERING (STA'2016), 2016, : 78 - 86
  • [24] Decentralized control of a class of large-scale systems with symmetrically interconnected subsystems
    Yang, GH
    Zhang, SY
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1996, 41 (05) : 710 - 713
  • [25] ADAPTIVE DECENTRALIZED OPTIMAL CONTROL OF LARGE-SCALE INTERCONNECTED POWER SYSTEM.
    Xiong, Zhengmei
    Song, Yonghua
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 1988, 8 (02): : 46 - 55
  • [26] Localized LQG Optimal Control for Large-Scale Systems
    Wang, Yuh-Shyang
    Matni, Nikolai
    2016 AMERICAN CONTROL CONFERENCE (ACC), 2016, : 1954 - 1961
  • [27] Adaptive Optimal Control for Large-Scale Nonlinear Systems
    Michailidis, Iakovos
    Baldi, Simone
    Kosmatopoulos, Elias B.
    Ioannou, Petros A.
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 62 (11) : 5567 - 5577
  • [28] OPTIMAL-CONTROL OF MULTILEVEL LARGE-SCALE SYSTEMS
    OZGUNER, U
    PERKINS, WR
    INTERNATIONAL JOURNAL OF CONTROL, 1978, 28 (06) : 967 - 980
  • [29] Subspace Identification of Large-Scale Interconnected Systems
    Haber, Aleksandar
    Verhaegen, Michel
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2014, 59 (10) : 2754 - 2759
  • [30] ON DECENTRALIZED STABILIZATION OF LARGE-SCALE INTERCONNECTED SYSTEMS
    SHI, ZC
    GAO, WB
    LARGE SCALE SYSTEMS IN INFORMATION AND DECISION TECHNOLOGIES, 1987, 13 (02): : 187 - 190