A Modeling and Analysis Framework for Integrated Energy Systems Exposed to Climate Change-Induced NaTech Accidental Scenarios

被引:4
|
作者
Di Maio, Francesco [1 ]
Tonicello, Pietro [1 ]
Zio, Enrico [1 ,2 ]
机构
[1] Politecn Milan, Dipartimento Energia, I-20156 Milan, Italy
[2] PSL Res Univ, MINES ParisTech, Ctr Rech Risques & Crises CRC, F-75272 Valbonne, France
关键词
integrated energy systems (IES); NaTech scenarios; climate change; Monte Carlo simulation; CVaR; system average interruption frequency index (SAIFI); annual failure probability (AFP); loss exceedance probability (LEP); RESILIENCE; PROJECTIONS; RISK; GAS;
D O I
10.3390/su14020786
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
This paper proposes a novel framework for the analysis of integrated energy systems (IESs) exposed to both stochastic failures and "shock" climate-induced failures, such as those characterizing NaTech accidental scenarios. With such a framework, standard centralized systems (CS), IES with distributed generation (IES-DG) and IES with bidirectional energy conversion (IES+P2G) enabled by power-to-gas (P2G) facilities can be analyzed. The framework embeds the model of each single production plant in an integrated power-flow model and then couples it with a stochastic failures model and a climate-induced failure model, which simulates the occurrence of extreme weather events (e.g., flooding) driven by climate change. To illustrate how to operationalize the analysis in practice, a case study of a realistic IES has been considered that comprises two combined cycle gas turbine plants (CCGT), a nuclear power plant (NPP), two wind farms (WF), a solar photovoltaicS (PV) field and a power-to-gas station (P2G). Results suggest that the IESs are resilient to climate-induced failures.
引用
收藏
页数:19
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