Effect of Hourly Demand Modeling on Generation Planning with Large-Scale Integration of Photovoltaic Plants

被引:0
|
作者
Cortes-Carmona, Marcelo [1 ]
Rivera-Pino, Franco [1 ]
Cortes-Olivares, Marcelo [1 ]
Guevara-Cedeno, Jessica [2 ]
机构
[1] Univ Antofagasta, Dept Elect Engn, Av Angamos 601, Antofagasta, Chile
[2] Technol Univ Panama, Dept Elect Engn, Ciudad De Panama, Panama
关键词
Generation expansion planning; Photovoltaic systems; Renewable energy integration; Screening curve method; OPERATIONAL FLEXIBILITY; EXPANSION; PENETRATION; CAPACITY;
D O I
暂无
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 increase in variable generation technologies in electric power systems, imposes great challenges and changes in the methodologies used for planning and operation of these, due to the variability and uncertainty of these resources. One of the challenges is to make maximum use of resources when they are available, this forces the remaining technologies to adapt to these requirements which may imply production reduction, technical minimum operation or detention. The purpose of this work is to develop a mathematical model that allows generation expansion planning with high integration of photovoltaic plants. The problem is solved by transforming the traditional generation expansion-planning model with a load duration curve into one that uses hourly demand profiles that also include solar and wind energy hourly profiles. The proposed model is validated through case studies in a small-scale and large-scale system. The main results obtained indicate that the planning using the load duration curve, oversize the capacity of the park and underestimates the operating costs. The proposed planning model is simple, with low computational cost and allows to estimate with better quality variables such as; investment costs, operation and marginal prices.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] A Statistical Model for Hourly Large-Scale Wind and Photovoltaic Generation in New Locations
    Ekstrom, Jussi
    Koivisto, Matti
    Mellin, Ilkka
    Millar, Robert John
    Lehtonen, Matti
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2017, 8 (04) : 1383 - 1393
  • [2] A Survey on Equivalence Modeling for Large-Scale Photovoltaic Power Plants
    Han, Pingping
    Lin, Zihao
    Wang, Lei
    Fan, Guijun
    Zhang, Xiaoan
    ENERGIES, 2018, 11 (06)
  • [3] Online Clustering Modeling of Large-Scale Photovoltaic Power Plants
    Ma, Zhimin
    Zheng, Jinghong
    Zhu, Shouzhen
    Shen, Xinwei
    Wei, Ling
    Wang, Xiaoyu
    Men, Kun
    2015 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, 2015,
  • [4] Multi-objective Planning of Large-Scale Photovoltaic Power Plants
    Bischoff, M.
    Ewe, H.
    Plociennik, K.
    Schuele, I.
    OPERATIONS RESEARCH PROCEEDINGS 2012, 2014, : 333 - 338
  • [5] Study on Integration of Large-Scale Photovoltaic and Wind Power Generation into a Grid
    Nzimande, Nomvelo
    Noro, Yasuhiro
    2022 IEEE PES/IAS POWERAFRICA CONFERENCE, 2022, : 525 - 529
  • [6] The effect of soiling on energy production for large-scale photovoltaic plants
    Pavan, A. Massi
    Mellit, A.
    De Pieri, D.
    SOLAR ENERGY, 2011, 85 (05) : 1128 - 1136
  • [7] Research on clustering equivalent modeling of large-scale photovoltaic power plants
    Li F.
    Huang Y.
    Wu F.
    Liu Y.
    Zhang X.
    Li, Fei (sandflylf@qq.com), 2018, Institute of Electrical and Electronics Engineers Inc. (04): : 80 - 85
  • [8] Integration of Planning and Scheduling for Large-Scale Multijob Multitasking Batch Plants
    Menon, Kavitha G.
    Fukasawa, Ricardo
    Ricardez-Sandoval, Luis A.
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2024, 63 (02) : 1039 - 1054
  • [9] A novel framework for integration analysis of large-scale photovoltaic plants into weak grids
    Saranchimeg, Sainbold
    Nair, Nirmal K. C.
    APPLIED ENERGY, 2021, 282 (282)
  • [10] Time series forecasting of solar power generation for large-scale photovoltaic plants
    Sharadga, Hussein
    Hajimirza, Shima
    Balog, Robert S.
    RENEWABLE ENERGY, 2020, 150 : 797 - 807