Large-scale optimal control of interconnected natural gas and electrical transmission systems
被引:59
|
作者:
Chiang, Nai-Yuan
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机构:
Argonne Natl Lab, Div Math & Comp Sci, 9700 S Cass Ave, Argonne, IL 60439 USAArgonne Natl Lab, Div Math & Comp Sci, 9700 S Cass Ave, Argonne, IL 60439 USA
Chiang, Nai-Yuan
[1
]
Zavala, Victor M.
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机构:
Argonne Natl Lab, Div Math & Comp Sci, 9700 S Cass Ave, Argonne, IL 60439 USAArgonne Natl Lab, Div Math & Comp Sci, 9700 S Cass Ave, Argonne, IL 60439 USA
Zavala, Victor M.
[1
]
机构:
[1] Argonne Natl Lab, Div Math & Comp Sci, 9700 S Cass Ave, Argonne, IL 60439 USA
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.
机构:
Oklahoma State Univ, Div Engn Technol, 555 Engn North, Stillwater, OK 74078 USAOklahoma State Univ, Div Engn Technol, 555 Engn North, Stillwater, OK 74078 USA
Sahoo, Avimanyu
Narayanan, Vignesh
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机构:
Washington Univ, St Louis, MO 63110 USAOklahoma State Univ, Div Engn Technol, 555 Engn North, Stillwater, OK 74078 USA
机构:
Texas A&M Univ, Artie McFerrin Dept Chem Engn, College Stn, TX 77843 USA
Texas A&M Univ, Texas A&M Energy Inst, Frederick E Giesecice Engn Res Bldg, College Stn, TX 77845 USATexas A&M Univ, Artie McFerrin Dept Chem Engn, College Stn, TX 77843 USA
Tso, William W.
Demirhan, C. Doga
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h-index: 0
机构:
Texas A&M Univ, Artie McFerrin Dept Chem Engn, College Stn, TX 77843 USA
Texas A&M Univ, Texas A&M Energy Inst, Frederick E Giesecice Engn Res Bldg, College Stn, TX 77845 USATexas A&M Univ, Artie McFerrin Dept Chem Engn, College Stn, TX 77843 USA
Demirhan, C. Doga
Floudas, Christodoulos A.
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h-index: 0
机构:
Texas A&M Univ, Artie McFerrin Dept Chem Engn, College Stn, TX 77843 USA
Texas A&M Univ, Texas A&M Energy Inst, Frederick E Giesecice Engn Res Bldg, College Stn, TX 77845 USATexas A&M Univ, Artie McFerrin Dept Chem Engn, College Stn, TX 77843 USA
Floudas, Christodoulos A.
Pistikopoulos, Efstratios N.
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h-index: 0
机构:
Texas A&M Univ, Artie McFerrin Dept Chem Engn, College Stn, TX 77843 USA
Texas A&M Univ, Texas A&M Energy Inst, Frederick E Giesecice Engn Res Bldg, College Stn, TX 77845 USATexas A&M Univ, Artie McFerrin Dept Chem Engn, College Stn, TX 77843 USA