Multi-Objective Optimization Approach for Energy Efficiency in Microgrids

被引:5
|
作者
Guliashki, Vassil G. [1 ]
Marinova, Galia I. [2 ]
Groumpos, Peter P. [3 ]
机构
[1] BAS, Inst Informat & Commun Technol, Acad G Bonchev St,Bl 2, Sofia, Bulgaria
[2] Tech Univ Sofia, Kl Ohridski Blvd 8, Sofia 1000, Bulgaria
[3] Univ Patras, Elect & Comp Engn Dept, Rion 26500, Greece
来源
IFAC PAPERSONLINE | 2019年 / 52卷 / 25期
关键词
Models & Simulation; Intelligent Systems and Applications; Microgrids; Energy Efficiency Optimization;
D O I
10.1016/j.ifacol.2019.12.587
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The aim of this article is to present a methodology and an approach for energy efficiency optimization for buildings, connected in microgrids. The initial investment costs for the building and the energy costs are optimized while the environmental pollution is minimized at the same time. A bi-criterion optimization problem is formulated. It is solved by a multi-objective genetic algorithm in MATLAB. The possibilities of the approach are illustrated by the optimization of the energy efficiency of a group of three-storey houses connected in a microgrid. The obtained results demonstrate that the proposed approach could be implemented for different real problems concerning the buildings energy efficiency and may be helpful for construction managers, architects and decision makers in this area. (C) 2019, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:477 / 482
页数:6
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