4.7 Article

Investment planning of residential energy supply systems using dual dynamic programming

期刊

SUSTAINABLE CITIES AND SOCIETY
卷 23, 期 -, 页码 16-22

出版社

ELSEVIER
DOI: 10.1016/j.scs.2016.02.014

关键词

Multi-carrier energy systems; Distributed energy systems; Generation planning; Dual dynamic programming; Benders' Decomposition

资金

  1. German Federal Ministry for Economic Affairs and Energy [FKZ 03ET1115B]

向作者/读者索取更多资源

The residential sector contributes significantly to primary energy consumption. Energy efficiency measures in this sector consequently play a key role in the transformation towards a more sustainable energy system. There are a multitude of options available to increase the energy efficiency, e.g. the installation of various electricity and heat supply systems or retrofitting of the building stock. Due to the availability of all these options, the investment planning decision for residential energy supply systems is very complex and requires the support of mathematical optimization methods. However, existing works in this field often use simplifications with regard to the considered portfolio of measures or the considered time resolution in order to maintain computational feasibility. These simplifications lead to sub-optimal or incomplete decisions for residential energy system investments. In this paper, a novel optimization model for the integrated investment and operation planning decision for residential energy supply systems is presented. Instead of using simplifications, the presented model uses a dual dynamic programming approach to reduce computational complexity. Due to this efficient solution strategy, additional decision variables can be integrated into the optimization without meeting computational limits. The functionality and mathematical structure of the decomposition approach are presented and compared to a general mixed-integer linear programming model. An exemplary case study is conducted for both a single family and an apartment building. (C) 2016 Elsevier Ltd. All rights reserved.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据