IFTEM: An interval-fuzzy two-stage stochastic optimization model for regional energy systems planning under uncertainty

被引：59

作者：

Lin, Q. G. ^{[1
]}

Huang, G. H. ^{[1
,2
]}

Bass, B. ^{[3
]}

Qin, X. S. ^{[1
]}

机构：

[1] Univ Regina, Fac Engn, Ctr Energy & Environm Studies, Regina, SK S4S 0A2, Canada

[2] Beijing Normal Univ, Chinese Res Acad Environm Sci, Beijing 100012, Peoples R China

[3] Univ Toronto, Inst Environm Studies, Toronto, ON M5S 3E8, Canada

来源：

ENERGY POLICY | 2009年 / 37卷 / 03期

关键词：

Energy systems planning; Interval-fuzzy; Two-stage optimization; LINEAR-PROGRAMMING APPROACH; RESOURCES MANAGEMENT; DECOMPOSITION; ALGORITHMS;

D O I：

10.1016/j.enpol.2008.10.038

中图分类号：

F [经济];

学科分类号：

02 ;

摘要：

The development of optimization models for energy systems planning has attracted considerable interest over the past decades. However, the uncertainties that are inherent in the planning process and the complex interactions among various uncertain parameters are challenging the capabilities of these developed tools. Therefore, the objective of this study is to develop a hybrid interval-fuzzy two-stage stochastic energy systems planning model (IFTEM) to deal with various uncertainties that can be expressed as fuzzy numbers, probability distributions and discrete intervals. The developed IFTEM is then applied to a hypothetical regional energy system. The results indicate that the IFTEM has advantages in reflecting complexities of various system uncertainties as well as dealing with two-stage stochastic decision problems within energy systems. (C) 2008 Elsevier Ltd. All rights reserved.

引用

页码：868 / 878

页数：11

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