Soft-linking of improved spatiotemporal capacity expansion model with a power flow analysis for increased integration of renewable energy sources into interconnected archipelago

被引:18
|
作者
Mimica, Marko [1 ]
Dominkovic, Dominik F. [2 ]
Kirinc, Vedran [3 ]
Krajac, Goran [1 ]
机构
[1] Univ Zagreb, Fac Mech Engn & Naval Architecture, Dept Energy Power Engn & Ecol, Ivana Lucica 5, Zagreb 10002, Croatia
[2] Tech Univ Denmark, Dept Appl Math & Comp Sci, DK-2800 Lyngby, Denmark
[3] Univ Rijeka, Dept Elect Power Syst, Fac Engn, Vukovarska 58, Rijeka 51000, Croatia
基金
欧盟地平线“2020”;
关键词
Energy planning; Soft-linking; Calliope modeling framework; Power flow; Renewable energy sources; Energy system analysis; SYSTEM; ISLAND; GRIDS;
D O I
10.1016/j.apenergy.2021.117855
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This present study offers a novel approach for the improvement of energy planning. This has become increasingly important as higher penetration of variable energy resources and increased interconnection between the different energy sectors require more detailed planning in terms of spatiotemporal modeling in comparison to the presently available approaches. In this study, we present a method that soft-linked the energy planning and power flow models, which enabled fast and reliable solving of optimization problems. A linear continuous optimization model was used for the energy system optimization and the non-linear problem for the power system analysis. The method is used to compare different energy planning scenarios; further, this also offers the possibility for implementation assessment of the proposed scenarios. The method was applied to interconnected islands for five different scenarios. It was determined that the detailed spatial approach resulted in 26.7% higher total system costs, 3.3 times lower battery capacity, and 14.9 MW higher renewable energy generation capacities installed than in the coarser spatial representation. Moreover, the results of the power flow model indicated that the highest voltage deviation was 16% higher than the nominal voltage level. This indicates the need for inclusion of implementation possibility assessments of energy planning scenarios.
引用
收藏
页数:19
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