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
相关论文
共 8 条
  • [1] Soft-linking of improved spatiotemporal capacity expansion model with a power flow analysis for increased integration of renewable energy sources into interconnected archipelago
    Mimica, Marko
    Dominković, Dominik F.
    Kirinčić, Vedran
    Krajačić, Goran
    Applied Energy, 2022, 305
  • [2] Scrutinizing the Intermittency of Renewable Energy in a Long-Term Planning Model via Combining Direct Integration and Soft-Linking Methods for Colombia's Power System
    Younis, Ahmed
    Benders, Rene
    Ramirez, Jezabel
    de Wolf, Merlijn
    Faaij, Andre
    ENERGIES, 2022, 15 (20)
  • [3] Endogenizing long-term material and energy demand in response to power capacity changes by model soft-linking: application to Japan
    Ju, Yiyi
    Cao, Tao
    Firdaus, Nur
    Li, Baixin
    ENERGY SYSTEMS-OPTIMIZATION MODELING SIMULATION AND ECONOMIC ASPECTS, 2025,
  • [4] Bidirectional soft-linking of a Capacity Expansion Model with a Production Cost Model to evaluate the feasibility of transition pathways towards carbon neutrality in the power sector
    Kleanthis, Nikos
    Stavrakas, Vassilis
    Flamos, Alexandros
    APPLIED ENERGY, 2025, 378
  • [5] Application of Arbitrary Polynomial Chaos Expansion to Probabilistic Power Flow Analysis of Power Systems with Renewable Energy Sources
    Laowanitwattana, Jirasak
    Uatrongjit, Sermsak
    2018 15TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY (ECTI-CON), 2018, : 154 - 157
  • [6] Multi‐year two-stage generation and transmission expansion planning: intermittent renewable energy sources integration for Brazilian interconnected power system
    Ranther Melo
    Carlos Torres
    Bruno Borba
    Bruno Dias
    Electrical Engineering, 2022, 104 : 2689 - 2701
  • [7] Multi-year two-stage generation and transmission expansion planning: intermittent renewable energy sources integration for Brazilian interconnected power system
    Melo, Ranther
    Torres, Carlos
    Borba, Bruno
    Dias, Bruno
    ELECTRICAL ENGINEERING, 2022, 104 (04) : 2689 - 2701
  • [8] COMPARISON OF POWER FLOW ANALYSIS TOOLS UNDER HIGH RENEWABLE ENERGY SOURCES INTEGRATION: APPLICATION TO ENGINEERING BACHELOR DEGREES
    Fernandez-Guillamon, A.
    Molina-Garcia, A.
    14TH INTERNATIONAL TECHNOLOGY, EDUCATION AND DEVELOPMENT CONFERENCE (INTED2020), 2020, : 6781 - 6788