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
  • [41] Ultra-low Dose CT Image Denoising based on Conditional Denoising Diffusion Probabilistic model
    Li, Qiwei
    Li, Chen
    Yan, Chenggong
    Li, Xiaomei
    Li, Haixia
    Zhang, Tianjing
    Song, Hui
    Schaffert, Roman
    Yu, Weimin
    Fan, Yu
    Yee, Jianwei
    Chen, Hao
    2022 INTERNATIONAL CONFERENCE ON CYBER-ENABLED DISTRIBUTED COMPUTING AND KNOWLEDGE DISCOVERY, CYBERC, 2022, : 198 - 205
  • [42] Denoising model for scanning electron microscope images of integrated circuits based on denoising diffusion probabilistic models
    Xiao, Wei
    Zhao, Fazhan
    Ma, Hongtu
    Zhao, Kun
    Li, Qing
    JOURNAL OF MICRO-NANOPATTERNING MATERIALS AND METROLOGY-JM3, 2024, 23 (03):
  • [43] TransDDPM: Transformer-Based Denoising Diffusion Probabilistic Model for Image Restoration
    Wei, Pan
    PATTERN RECOGNITION AND COMPUTER VISION, PRCV 2023, PT XI, 2024, 14435 : 250 - 263
  • [44] SCConv-Denoising Diffusion Probabilistic Model Anomaly Detection Based on TimesNet
    Zhou, Jingquan
    Yang, Xinhe
    Ren, Zhu
    ELECTRONICS, 2025, 14 (04):
  • [45] SAR Image Despeckling Based on Denoising Diffusion Probabilistic Model and Swin Transformer
    Pan, Yucheng
    Zhong, Liheng
    Chen, Jingdong
    Li, Heping
    Zhang, Xianlong
    Pan, Bin
    REMOTE SENSING, 2024, 16 (17)
  • [46] DiffWater: Underwater Image Enhancement Based on Conditional Denoising Diffusion Probabilistic Model
    Guan, Meisheng
    Xu, Haiyong
    Jiang, Gangyi
    Yu, Mei
    Chen, Yeyao
    Luo, Ting
    Zhang, Xuebo
    IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2024, 17 : 2319 - 2335
  • [47] TG-CDDPM: text-guided antimicrobial peptides generation based on conditional denoising diffusion probabilistic model
    Cao, Junhang
    Zhang, Jun
    Yu, Qiyuan
    Ji, Junkai
    Li, Jianqiang
    He, Shan
    Zhu, Zexuan
    BRIEFINGS IN BIOINFORMATICS, 2024, 26 (01)
  • [48] A Novel Data Augmentation Method Based on Denoising Diffusion Probabilistic Model for Fault Diagnosis Under Imbalanced Data
    Yang, Xiongyan
    Ye, Tianyi
    Yuan, Xianfeng
    Zhu, Weijie
    Mei, Xiaoxue
    Zhou, Fengyu
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 20 (05) : 7820 - 7831
  • [49] A risk-aware scheduling method of multienergy virtual power plant based on the denoising diffusion probabilistic model
    Meng, Fanbin
    Nan, Yu
    Zheng, Gang
    Lu, Changkun
    Mi, Yang
    Li, Chunxu
    Shen, Jie
    FRONTIERS IN ENERGY RESEARCH, 2024, 12
  • [50] PolSAR Ship Targets Generation via the Polarimetric Feature Guided Denoising Diffusion Probabilistic Model
    Liu, Jiyuan
    Zhang, Tao
    Xiong, Huilin
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 21