Estimating the failure probability in an integrated energy system considering correlations among failure patterns

被引:16
作者
Fu, Xueqian [1 ]
Zhang, Xiurong [2 ]
Qiao, Zheng [3 ]
Li, Gengyin [4 ]
机构
[1] China Agr Univ, Coll Informat & Elect Engn, 17 Qinghua Donglu, Beijing 100083, Peoples R China
[2] Beihang Univ, Sch Elect & Informat Engn, Beijing, Peoples R China
[3] Tsinghua Univ, Dept Elect Engn, Beijing, Peoples R China
[4] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing, Peoples R China
关键词
Correlation; Uncertainty; Failure probability; Integrated energy system; NATURAL-GAS; RELIABILITY ASSESSMENT; COORDINATED ELECTRICITY; DEMAND RESPONSE; FLOW-ANALYSIS; POWER; OPTIMIZATION; CONSUMPTION; DISTRICT; DETERMINANTS;
D O I
10.1016/j.energy.2019.04.176
中图分类号
O414.1 [热力学];
学科分类号
摘要
Hydrocarbons in the form of natural gas can be used in long-term energy production and could strengthen the defossilisation of the energy sector. However, operational reliability will decrease due to gas shortages in integrated energy systems. Correlations exist among the multiple failure patterns such as overloads of the transmission lines, overloads of the combined heat and power generator, and over-limit operations of gas compressors. The energy reliability assessment problem becomes more difficult to resolve for integrated energy systems than for power systems. This paper proposes an analytical method to address the multiple correlated risks that are caused by the energy network interactions in an integrated energy system. Three case results in MATLAB demonstrate the accuracy and computational efficiency of the proposed method. Compared to the Monte Carlo algorithm, which required approximately 550 s to obtain a precise failure probability with 50 thousand samples, the proposed method takes approximately 12.7 s to obtain an exact failure probability. The advantage is that, different from wide-bound theory and narrow-bound theory, the proposed method can offer a certain value rather than two bounds with respect to the failure probability. (C) 2019 Elsevier Ltd. All rights reserved.
引用
收藏
页码:656 / 666
页数:11
相关论文
共 41 条
[1]   Reliability and economic assessment of a microgrid power system with the integration of renewable energy resources [J].
Adefarati, T. ;
Bansal, R. C. .
APPLIED ENERGY, 2017, 206 :911-933
[2]   Stochastic Security-Constrained Scheduling of Coordinated Electricity and Natural Gas Infrastructures [J].
Alabdulwahab, Ahmed ;
Abusorrah, Abdullah ;
Zhang, Xiaping ;
Shahidehpour, Mohammad .
IEEE SYSTEMS JOURNAL, 2017, 11 (03) :1674-1683
[3]   An extended energy hub approach for load flow analysis of highly coupled district energy networks: Illustration with electricity and heating [J].
Ayele, Getnet Tadesse ;
Haurant, Pierrick ;
Laumert, Bjorn ;
Lacarriere, Bruno .
APPLIED ENERGY, 2018, 212 :850-867
[4]   Balancing gas supply and demand with a sustainable gas supply chain - A study based on field data [J].
Bekkering, J. ;
Broekhuis, A. A. ;
van Gernert, W. J. T. ;
Hengeveld, E. J. .
APPLIED ENERGY, 2013, 111 :842-852
[5]   A modeling and simulation framework for the reliability/availability assessment of a power transmission grid subject to cascading failures under extreme weather conditions [J].
Cadini, Francesco ;
Agliardi, Gian Luca ;
Zio, Enrico .
APPLIED ENERGY, 2017, 185 :267-279
[6]   Optimization of a residential district with special consideration on energy and water reliability [J].
Campana, Pietro Elia ;
Quan, Steven Jige ;
Robbio, Federico Ignacio ;
Lundblad, Anders ;
Zhang, Yang ;
Ma, Tao ;
Karlssona, Bjorn ;
Yan, Jinyue .
APPLIED ENERGY, 2017, 194 :751-764
[7]   Incentive effects of paying demand response in wholesale electricity markets [J].
Chao, Hung-po ;
DePillis, Mario .
JOURNAL OF REGULATORY ECONOMICS, 2013, 43 (03) :265-283
[8]   Money for Nothing? Why FERC Order 745 Should have Died [J].
Chen, Xu ;
Kleit, Andrew N. .
ENERGY JOURNAL, 2016, 37 (02) :201-221
[9]   Coordination of Interdependent Electricity Grid and Natural Gas Network—a Review [J].
He C. ;
Zhang X. ;
Liu T. ;
Wu L. ;
Shahidehpour M. .
Current Sustainable/Renewable Energy Reports, 2018, 5 (01) :23-36
[10]  
Cornell C.A., 1967, J STRUCTURAL DIVISIO, V93, P171, DOI DOI 10.1061/JSDEAG.0001577