Massive distributed flexible resource virtual power plant control strategy considering uncertain new energy consumption

孔月萍; 陈宇沁; 王国际; 刘述波; 王 蝶

doi:10.3969/j.issn.1009-1831.2025.06.007

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Massive distributed flexible resource virtual power plant control strategy considering uncertain new energy consumption

更新时间：2026-03-05

- Massive distributed flexible resource virtual power plant control strategy considering uncertain new energy consumption
- Vol. 27, Issue 6, (2025)
- 作者机构：
  
  1. 国网江苏省电力有限公司营销服务中心,南京,210019
  2. 江苏方天电力技术有限公司,南京,211102
- 作者简介：
- 基金信息：
- DOI：10.3969/j.issn.1009-1831.2025.06.007
  CLC：
- Published：2025
- 稿件说明：
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孔月萍, 陈宇沁, 王国际, et al. Massive distributed flexible resource virtual power plant control strategy considering uncertain new energy consumption[J]. 2025, 27(6).
DOI：

孔月萍, 陈宇沁, 王国际, et al. Massive distributed flexible resource virtual power plant control strategy considering uncertain new energy consumption[J]. 2025, 27(6). DOI： 10.3969/j.issn.1009-1831.2025.06.007.

摘要

新能源并网加剧了电力系统调峰压力，海量分布式灵活资源对虚拟电厂规划与调控至关重要。研究提出一种面向新能源不确定性的虚拟电厂模型：通过改进Transformer方法预测新能源出力，设计分布式资源聚合方案，并据此制定兼顾安全性与经济性的调控策略。基于地区真实数据与电网拓扑的验证表明，该方案有效支撑了新能源消纳与系统稳定运行。

Abstract

The peak sharing pressure on power systems is intensified by the integration of renewable energy

making massuve distributed flexible resources regarded as crucial for virtual power plant（VPP）planning and operation. A VPP model addressing renewable energy uncertainty is proposed：an improved Transformer method forecasts renewable output

a distributed resource aggregation scheme is designed

and a corresponding control strategy balancing security and economy is developed. Validation using real regional data and grid topology is used to confirm that the scheme effectively supports renewable energy utilization and system stability.

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