Optimal Power Dispatch for Power Systems Under High Penetration of Renewable Energy Sources

被引:2
|
作者
Shouman, Noha [1 ]
Hegazy, Y. G. [2 ]
Omran, Walid A. [2 ]
机构
[1] German Int Univ, Cairo, Egypt
[2] German Univ Cairo, Cairo, Egypt
关键词
Beta distribution; metaheuristic techniques; power dispatch; renewable energy sources; Weibull distribution; ECONOMIC EMISSION DISPATCH; WIND POWER; OPTIMIZATION; MODEL;
D O I
10.1109/EUROCON52738.2021.9535611
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a stochastic based power dispatch problem for optimizing the operation of a hybrid power system. This system includes conventional generating units as well as wind turbines and photovoltaic systems. The uncertainty of wind and solar power is considered in the renewable energy sources' operating cost. This is achieved by introducing the underestimation and overestimation costs which are based on the Weibull and Beta distribution for wind and solar output power, respectively. The constraints taken into account are transmission losses, generation limits, ramp rate limits, valve-point effects and spinning reserve constraints. The power dispatch problem is solved by the hybrid mean variance mapping optimization algorithm (MVMO-SH). The impact of renewable energy sources penetration in existing power systems is investigated through three different case studies.
引用
收藏
页码:390 / 396
页数:7
相关论文
共 50 条
  • [31] Performance Comparison of Typical Frequency Response Strategies for Power Systems With High Penetration of Renewable Energy Sources
    Xiong, Liansong
    Liu, Xiaokang
    Liu, Hongqing
    Liu, Yonghui
    IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, 2022, 12 (01) : 41 - 47
  • [32] Modal interaction of power systems with high penetration of renewable energy and BES systems
    Setiadi, Herlambang
    Krismanto, Awan Uji
    Mithulananthan, N.
    Hossain, M. J.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2018, 97 : 385 - 395
  • [33] Grid-Constrained Optimal Predictive Power Dispatch in Large Multi-Level Power Systems with Renewable Energy Sources, and Storage Devices
    Fortenbacher, Philipp
    Ulbig, Andreas
    Koch, Stephan
    Andersson, Goeran
    2014 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE EUROPE (ISGT EUROPE), 2014,
  • [34] Power systems operation with high penetration of renewable energy - the German case
    Burges, K.
    Twele, J.
    2005 International Conference on Future Power Systems (FPS), 2005, : 345 - 349
  • [35] Research Status and Prospect of Uncertain Optimal Dispatch Methods for Renewable Energy Power Systems
    Lin S.
    Feng X.
    Liang W.
    Yang Y.
    Liu M.
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2024, 48 (10): : 20 - 41
  • [36] The value of flexible load in power systems with high renewable energy penetration
    Hungerford, Zoe
    Bruce, Anna
    MacGill, Lain
    ENERGY, 2019, 188
  • [37] Optimal Design for Synthetic Inertia and Fast Frequency Regulation in a Power System with High Penetration of Renewable Energy Sources
    Rapizza, Marco Raffaele
    Canevese, Silvia Maria
    2019 IEEE 15TH INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), 2019, : 1488 - 1493
  • [38] Distributed optimal scheduling for virtual power plant with high penetration of renewable energy
    Li, Jing
    Mo, Huihong
    Sun, Qiming
    Wei, Wei
    Yin, Kai
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2024, 160
  • [39] Probabilistic economic/environmental power dispatch of power system integrating renewable energy sources
    Bilil, H.
    Aniba, G.
    Maaroufi, M.
    SUSTAINABLE ENERGY TECHNOLOGIES AND ASSESSMENTS, 2014, 8 : 181 - 190
  • [40] Optimal Storage in Power Systems with High Share of Renewable Energy
    Usaola, Julio
    2020 20TH IEEE INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING AND 2020 4TH IEEE INDUSTRIAL AND COMMERCIAL POWER SYSTEMS EUROPE (EEEIC/I&CPS EUROPE), 2020,