Normalizing flow-based day-ahead wind power scenario generation for profitable and reliable delivery commitments by wind farm operators

被引：0
|
作者：
Cramer, Eike [1 ,2 ]
Paeleke, Leonard [1 ,3 ]
Mitsos, Alexander [1 ,4 ,5 ]
Dahmen, Manuel [1 ]
机构：
[1] Forschungszentrum Jülich GmbH, Institute of Energy and Climate Research - Energy Systems Engineering (IEK-10), Jülich,52428, Germany
[2] RWTH Aachen University, Aachen,52062, Germany
[3] Technical University of Berlin, Berlin,10623, Germany
[4] JARA Center for Simulation and Data Sciences, Jülich,52425, Germany
[5] RWTH Aachen University, Process Systems Engineering (AVT.SVT), Aachen,52074, Germany
来源：
Computers and Chemical Engineering | 2022年 / 166卷
关键词：
All Open Access; Green;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
64
引用
收藏
相关论文
共 50 条
  • [41] Changing the Day-Ahead Gate Closure to Wind Power Integration: A Simulation-Based Study
    Algarvio, Hugo
    Couto, Antonio
    Lopes, Fernando
    Estanqueiro, Ana
    ENERGIES, 2019, 12 (14)
  • [42] A Day-ahead Economic Dispatch Method Considering Extreme Scenarios Based on Wind Power Uncertainty
    Xu, Jian
    Wang, Bao
    Sun, Yuanzhang
    Xu, Qi
    Liu, Ji
    Cao, Huiqiu
    Jiang, Haiyan
    Lei, Ruobing
    Shen, Mengjun
    CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2019, 5 (02): : 224 - 233
  • [43] Day-ahead Scheduling Strategy of Wind-PV-CSP Hybrid Power Generation System by Considering PDR
    Cui Y.
    Zhang J.
    Wang Z.
    Wang T.
    Zhao Y.
    Zhang, Jiarui (2537074331@qq.com), 1600, Chinese Society for Electrical Engineering (40): : 3103 - 3113
  • [44] Risk-averse day-ahead generation scheduling of hydro-wind-photovoltaic complementary systems considering the steady requirement of power delivery
    Guo, Yi
    Ming, Bo
    Huang, Qiang
    Wang, Yimin
    Zheng, Xudong
    Zhang, Wei
    APPLIED ENERGY, 2022, 309
  • [45] Overcoming the uncertainty and volatility of wind power: Day-ahead scheduling of hydro-wind hybrid power generation system by coordinating power regulation and frequency response flexibility
    Han, Shuo
    He, Mengjiao
    Zhao, Ziwen
    Chen, Diyi
    Xu, Beibei
    Jurasz, Jakub
    Liu, Fusheng
    Zheng, Hongxi
    APPLIED ENERGY, 2023, 333
  • [46] GAN-Based Abrupt Weather Data Augmentation for Wind Turbine Power Day-Ahead Predictions
    Liu, Renfeng
    Song, Yinbo
    Yuan, Chen
    Wang, Desheng
    Xu, Peihua
    Li, Yaqin
    ENERGIES, 2023, 16 (21)
  • [47] Day-ahead wind power ramp forecasting using an image-based similarity search strategy
    Cao, Bo
    Chang, Liuchen
    Gong, Xun
    Pijnenburg, Petrus
    Levy, Thomas
    Kilpatrick, Ryan
    IET RENEWABLE POWER GENERATION, 2023, 17 (02) : 271 - 278
  • [48] Participation of wind power producers in day-ahead and balancing markets: An overview and a simulation-based study
    Algarvio, Hugo
    Lopes, Fernando
    Couto, Antonio
    Estanqueiro, Ana
    WILEY INTERDISCIPLINARY REVIEWS-ENERGY AND ENVIRONMENT, 2019, 8 (05)
  • [49] Risk Adjustable Day-Ahead Unit Commitment With Wind Power Based on Chance Constrained Goal Programming
    Wang, Yang
    Zhao, Shuqiang
    Zhou, Zhi
    Botterud, Audun
    Xu, Yan
    Chen, Runze
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2017, 8 (02) : 530 - 541
  • [50] Day-Ahead Optimal Power Flow for Smart-Community Microgrid with Centralized Electrical Storage and Wind Turbine
    Arkhangelski, Jura
    Abdou-Tankari, Mahamadou
    Lefebvre, Gilles
    2023 11TH INTERNATIONAL CONFERENCE ON SMART GRID, ICSMARTGRID, 2023,
12345