A Tight Convex Relaxation for the Natural Gas Operation Problem

被引:17
作者
Manshad, Saeed D. [1 ]
Khodayar, Mohammad E. [1 ]
机构
[1] Southern Methodist Univ, Dept Elect Engn, Dallas, TX 75205 USA
关键词
Convex relaxation; natural gas network; operation economics;
D O I
10.1109/TSG.2018.2817069
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
With the increase in the investment in the gas-fired electricity generation technology, capturing the operation constraints of the natural gas network in the electricity and natural gas operation problems becomes more crucial. The non convexity in the feasibility region formed by natural gas network constraints will impede achieving the global solution for these problems. This letter proposed an algorithm to procure a tight and tractable convex relaxation for the natural gas network constraints that can be leveraged in the electricity and/or natural gas network operation problems. The merit of the proposed algorithm is illustrated using a case study and the efficiency of the proposed formulation is compared with mixed integer linear and semidefinite programming formulations.
引用
收藏
页码:5467 / 5469
页数:3
相关论文
共 8 条
[1]   Coordination of Interdependent Natural Gas and Electricity Infrastructures for Firming the Variability of Wind Energy in Stochastic Day-Ahead Scheduling [J].
Alabdulwahab, Ahmed ;
Abusorrah, Abdullah ;
Zhang, Xiaping ;
Shahidehpour, Mohammad .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2015, 6 (02) :606-615
[2]   Robust Co-Optimization Scheduling of Electricity and Natural Gas Systems via ADMM [J].
He, Chuan ;
Wu, Lei ;
Liu, Tianqi ;
Shahidehpour, Mohammad .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2017, 8 (02) :658-670
[3]  
Lasserre J. B., 2010, Moments, positive polynomials and their applications, V1
[4]   Security-Constrained Unit Commitment With Natural Gas Transmission Constraints [J].
Liu, Cong ;
Shahidehpour, Mohammad ;
Fu, Yong ;
Li, Zuyi .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (03) :1523-1536
[5]  
Lofberg J., 2004, 2004 IEEE International Symposium on Computer Aided Control Systems Design (IEEE Cat. No.04TH8770), P284, DOI 10.1109/CACSD.2004.1393890
[6]   Optimal Compression in Natural Gas Networks: A Geometric Programming Approach [J].
Misra, Sidhant ;
Fisher, Michael W. ;
Backhaus, Scott ;
Bent, Russell ;
Chertkov, Michael ;
Pan, Feng .
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2015, 2 (01) :47-56
[7]   An MILP-Based Optimal Power Flow in Multicarrier Energy Systems [J].
Shao, Chengcheng ;
Wang, Xifan ;
Shahidehpour, Mohammad ;
Wang, Xiuli ;
Wang, Biyang .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2017, 8 (01) :239-248
[8]  
Unsihuay C., 2007, IEEE POW ENG SOC GEN, P1, DOI DOI 10.1109/PES.2007.386124