Robust Constrained Operation of Integrated Electricity-Natural Gas System Considering Distributed Natural Gas Storage

被引:209
作者
He, Yubin [1 ]
Shahidehpour, Mohammad [2 ,3 ]
Li, Zhiyi [3 ]
Guo, Chuangxin [1 ]
Zhu, Bingquan [4 ]
机构
[1] Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China
[2] King Abdulaziz Univ, Renewable Energy Res Grp, Jeddah 21589, Saudi Arabia
[3] IIT, Dept Elect & Comp Engn, Chicago, IL 60616 USA
[4] State Grid Zhejiang Elect Power Corp, Hangzhou 310027, Zhejiang, Peoples R China
基金
中国国家自然科学基金;
关键词
Robust security-constrained unit commitment; distributed natural gas storage; pipeline constraints; second-order cone; UNIT COMMITMENT; POWER; ENERGY; OPTIMIZATION; NETWORK;
D O I
10.1109/TSTE.2017.2764004
中图分类号
X [环境科学、安全科学];
学科分类号
083001 [环境科学];
摘要
A robust security-constrained unit commitment (robust SCUC) model is proposed in this paper to enhance the operational reliability of integrated electricity-natural gas system (IEGS) against possible transmission line outages. In this work, adjustable capability of natural gas contract is considered to avoid dramatic changes in real-time gas demand. Distributed natural gas storage is also included to smooth out power system demand curve and further improve operational efficiency at normal state and during contingencies. Nonlinear and nonconvex natural gas flow functions are relaxed into second-order cone (SOC) constraints, then the SOC-based column and constraint generation method is adopted to solve the proposed two-stage robust convex optimization problem. In this iterative method, the security-check subproblem feeds back worst case constraints to the first-stage master problem, until no violated scenarios can be detected. Simulations tested on 6-bus-6-node and 118-bus-10-node IEGS with natural gas storage show that the proposed storage model is effective in the robust SCUC solution for IEGS considering possible N - k contingencies with limited natural gas adjustments.
引用
收藏
页码:1061 / 1071
页数:11
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