Wind-solar-load scenario generation method based on adaptive multi-task diffusion model

ZHANG Zhihong; HU Xuguang; WU Enkai; ZHANG Chi; ZHOU Chenghao

doi:10.3969/j.issn.2097-0706.2025.11.002

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Wind-solar-load scenario generation method based on adaptive multi-task diffusion model

Control and Coordinated Optimization of Flexible Resources | 更新时间：2025-12-08

- Wind-solar-load scenario generation method based on adaptive multi-task diffusion model
- “In the field of high proportion renewable energy grid integration, experts have proposed a wind solar load scenario generation method based on adaptive multi task diffusion model, providing practical tools for power system optimization scheduling and risk assessment.”
- BLASTING Vol. 47, Issue 11, Pages: 14-23(2025)
- 作者机构：
  
  1.东北大学信息科学与工程学院，沈阳 110819
  2.辽宁省电子信息产品监督检验院，沈阳 110053
- 作者简介：
- 基金信息：
  
  National Natural Science Foundation of China(62303103;62373089);Fundamental Research Funds for the Central Universities in China(N25ZJL020);Natural Science Foundation of Liaoning Province(2023-BSBA-140);Scientific Research Project of Liaoning Provincial Department of Education(JYTQN2023161)
- DOI：10.3969/j.issn.2097-0706.2025.11.002
  CLC： TK 01
- Received：16 June 2025，
  
  Revised：2025-08-04，
  
  Published Online：30 September 2025，
  
  Published：25 November 2025
- 稿件说明：
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张志洪,胡旭光,吴恩凯等.基于自适应多任务扩散模型的风光荷场景生成方法[J].综合智慧能源,2025,47(11):14-23.

ZHANG Zhihong,HU Xuguang,WU Enkai,et al.Wind-solar-load scenario generation method based on adaptive multi-task diffusion model[J].BLASTING,2025,47(11):14-23.
张志洪,胡旭光,吴恩凯等.基于自适应多任务扩散模型的风光荷场景生成方法[J].综合智慧能源,2025,47(11):14-23. DOI： 10.3969/j.issn.2097-0706.2025.11.002.

ZHANG Zhihong,HU Xuguang,WU Enkai,et al.Wind-solar-load scenario generation method based on adaptive multi-task diffusion model[J].BLASTING,2025,47(11):14-23. DOI： 10.3969/j.issn.2097-0706.2025.11.002.

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Wind-solar-load scenario generation method based on adaptive multi-task diffusion model

DOI：10.3969/j.issn.2097-0706.2025.11.002