A systematic method for the analysis of energy supply reliability in complex Integrated Energy Systems considering uncertainties of renewable energies, demands and operations

被引:39
|
作者
Su, Huai [1 ]
Zio, Enrico [2 ,3 ]
Zhang, Jinjun [1 ]
Li, Zhenlin [4 ]
Wang, Haifeng [5 ]
Zhang, Fang [5 ]
Chi, Lixun [1 ]
Fan, Lin [1 ]
Wang, Wei [6 ]
机构
[1] China Univ Petr, Natl Engn Lab Pipeline Safety, MOE Key Lab Petr Engn, Key Lab Urban Oil & Gas Distribut Technol, Beijing 102249, Peoples R China
[2] Politecn Milan, Dipartimento Energia, Via La Masa 34, I-20156 Milan, Italy
[3] PSL Res Univ, CRC, MINES ParisTech, Sophia Antipolis, France
[4] China Univ Petr, Beijing Key Lab Proc Fluid Filtrat & Separat, Beijing 102249, Peoples R China
[5] Petrochina West East Gas Pipeline, Dongfushan Rd 458, Shanghai 200122, Peoples R China
[6] City Univ Hong Kong, Dept Mech Engn, Kowloon, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
NATURAL-GAS; POWER; SECURITY; VULNERABILITY; OPTIMIZATION; SIMULATION; MANAGEMENT; NETWORKS; MODELS;
D O I
10.1016/j.jclepro.2020.122117
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Integrated Energy Systems (IES) become more and more important for the sustainability in energy system development and for promoting the application of clean energy technologies. System complexity and various uncertainties interaction make it difficult to maintain a reliable energy supply. In this paper, a systematic method is proposed for energy supply reliability analysis in complex Integrated Energy Systems (IES). The developed method integrates stochastic modeling, supply capacity analysis and reliability evaluation, which is able to give more comprehensive knowledge of the ability of the IES for satisfying the energy needs under different, coupled uncertainties. Firstly, stochastic models are developed for each unit in IES, including renewable energy, customer demands and components in natural gas pipeline networks and electric power grids, according to their characteristics. Then, a two-stage optimization model is developed for simulating the operation strategies of IESs, and calculating the supply capacities under randomly generated scenarios. Finally, the reliability of supply is evaluated based on the results of the random simulations. The developed method is used to analyze the supply reliability of an assumed IES, to test its effectiveness. The results show the ability to provide valuable information from multiple perspectives including system, individual customer and resource allocation, for design, extension and management of IES. © 2020 Elsevier Ltd
引用
收藏
页数:18
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