Stochastic Scenario Generation Method Based on Denoising Diffusion Probabilistic Model for Hydro-Photovoltaic Complementary System

被引:0
|
作者
Yang, Zhen [1 ,2 ]
Yang, Jingxian [1 ,2 ]
Wang, Kai [1 ,2 ]
Li, Yumei [1 ,2 ]
Liu, Junyong [3 ]
Zhang, Shuai [4 ]
机构
[1] School of Electrical Engineering, Northwest Minzu University, Lanzhou,730030, China
[2] Double Carbon Innovation Technology Research Institute, Northwest Minzu University, Lanzhou,730030, China
[3] School of Electrical Engineering, Sichuan University, Chengdu,610065, China
[4] State Grid Sichuan Electric Power Company, Chengdu,610041, China
关键词
35;
D O I
10.7500/AEPS20231207004
中图分类号
学科分类号
摘要
引用
收藏
页码:171 / 180
相关论文
共 50 条
  • [31] CBCT-Based synthetic CT image generation using conditional denoising diffusion probabilistic model
    Peng, Junbo
    Qiu, Richard L. J.
    Wynne, Jacob F.
    Chang, Chih-Wei
    Pan, Shaoyan
    Wang, Tonghe
    Roper, Justin
    Liu, Tian
    Patel, Pretesh R.
    Yu, David S.
    Yang, Xiaofeng
    MEDICAL PHYSICS, 2024, 51 (03) : 1847 - 1859
  • [32] Stochastic Optimization Operation of the Integrated Energy System Based on a Novel Scenario Generation Method
    Zhang, Delong
    Jiang, Siyu
    Liu, Jinxin
    Wang, Longze
    Chen, Yongcong
    Xiao, Yuxin
    Jiao, Shucen
    Xie, Yu
    Zhang, Yan
    Li, Meicheng
    PROCESSES, 2022, 10 (02)
  • [33] A Morphing-Based Future Scenario Generation Method for Stochastic Power System Analysis
    Gao, Yanna
    Dong, Hong
    Hu, Liujun
    Lin, Zihan
    Zeng, Fanhong
    Ye, Cantao
    Zhang, Jixiang
    SUSTAINABILITY, 2024, 16 (07)
  • [34] StegaDDPM: Generative Image Steganography based on Denoising Diffusion Probabilistic Model
    Peng, Yinyin
    Hu, Donghui
    Wang, Yaofei
    Chen, Kejiang
    Pei, Gang
    Zhang, Weiming
    PROCEEDINGS OF THE 31ST ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, MM 2023, 2023, : 7143 - 7151
  • [35] Probabilistic Wind Power Ramp Forecasting Based on a Scenario Generation Method
    Cui, Mingjian
    Feng, Cong
    Wang, Zhenke
    Zhang, Jie
    Wang, Qin
    Florita, Anthony
    Krishnan, Venkat
    Hodge, Bri-Mathias
    2017 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, 2017,
  • [36] A Long-Term Operational Scheme for Hybrid Hydro-Photovoltaic (PV) Systems that Considers the Uncertainties in Reservoir Inflow and Solar Radiation Based on Scenario Trees
    Cao, Han
    Qiu, Jun
    Zuo, Hui-Min
    Li, Fang-Fang
    WATER RESOURCES MANAGEMENT, 2023, 37 (14) : 5379 - 5398
  • [37] A Long-Term Operational Scheme for Hybrid Hydro-Photovoltaic (PV) Systems that Considers the Uncertainties in Reservoir Inflow and Solar Radiation Based on Scenario Trees
    Han Cao
    Jun Qiu
    Hui-Min Zuo
    Fang-Fang Li
    Water Resources Management, 2023, 37 : 5379 - 5398
  • [38] Intrusion Detection Method Based on Denoising Diffusion Probabilistic Models for UAV Networks
    Wang, Yingshu
    Ding, Jian
    He, Xiaomeng
    Wei, Qian
    Yuan, Shu
    Zhang, Jun
    MOBILE NETWORKS & APPLICATIONS, 2023, 28 (06): : 2149 - 2161
  • [39] An Improved Face Image Restoration Method Based on Denoising Diffusion Probabilistic Models
    Pang, Yun
    Mao, Jiawei
    He, Libo
    Lin, Hong
    Qiang, Zhenping
    IEEE ACCESS, 2024, 12 : 3581 - 3596
  • [40] Optimal operation of cascade hydro-wind-photovoltaic complementary generation system with vibration avoidance strategy
    Jia, Rui
    He, Mengjiao
    Zhang, Xinyu
    Zhao, Ziwen
    Han, Shuo
    Jurasz, Jakub
    Chen, Diyi
    Xu, Beibei
    APPLIED ENERGY, 2022, 324