Day-Ahead Dispatch of Integrated Electricity and Natural Gas System Considering Reserve Scheduling and Renewable Uncertainties

被引:135
作者
Liu, Fan [1 ]
Bie, Zhaohong [1 ]
Wang, Xu [1 ]
机构
[1] Xi An Jiao Tong Univ, Dept Elect Engn, Smart Grid Key Lab Shaanxi Prov, State Key Lab Elect Insulat & Power Equipment, Xian 710049, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Day-ahead economic dispatch; integrated electricity and natural gas system (IEGS); reserve scheduling; renewable uncertainty; second-order cone (SOC) relaxation; COORDINATED ELECTRICITY; FLOW ANALYSIS; POWER-FLOW; ENERGY; OPTIMIZATION; MODEL;
D O I
10.1109/TSTE.2018.2843121
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
For secure operation of integrated electricity and natural gas system (IECS), reserve is a useful support to manage renewable uncertainties and N - 1 contingencies. Thus, a day-ahead economic dispatch model of LEGS with reserve scheduling is presented in this paper. Considering the uncertainty of gas flow direction, a novel second-order cone (SOC) relaxation of Wey-mouth equation is designed to address the nonconvexity. Then, the proposed robust nonconvex model is mathematically transformed into a solvable mixed integer second-order cone programming (MISOCP) problem. To guarantee the tightness of SOC relaxation and achieve accurate dispatch solutions, MISOCP results are corrected accordingly by the multi-slack-node gas flow calculation with the Newton-Raphson method. Numerical cases are performed on IEEE 39-bus-15-node and IEEE 118-bus-40-node test IEGSs, demonstrating the proposed approach is feasible and effective for exact LEGS day-ahead dispatch and the proposed MIS-OCP model can provide a more economic dispatch solution with a shorter computational time than conventional MISOCP and mixed integer linear programming (MILP) models.
引用
收藏
页码:646 / 658
页数:13
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