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考虑超分辨率风电不确定性的鲁棒安全经济调度

李本新 樊鑫 姜涛 陈厚合 郑雪瑞 董墨庭

电力系统保护与控制2025,Vol.53Issue(24):89-99,11.
电力系统保护与控制2025,Vol.53Issue(24):89-99,11.DOI:10.19783/j.cnki.pspc.250130

考虑超分辨率风电不确定性的鲁棒安全经济调度

Robust security-constrained economic dispatch considering super-resolution wind power uncertainty

李本新 1樊鑫 1姜涛 1陈厚合 1郑雪瑞 2董墨庭2

作者信息

  • 1. 现代电力系统仿真控制与绿色电能新技术教育部重点实验室(东北电力大学),吉林 吉林 132012
  • 2. 国网吉林省电力有限公司吉林供电公司,吉林 吉林 132000
  • 折叠

摘要

Abstract

Aiming at the risk of power imbalance and line overload caused by unpredictable fluctuations of wind power at super-resolution time scales,this paper proposes a robust security-constrained economic dispatch method considering super-resolution wind power uncertainty.First,a wind power output model is developed to capture super-resolution uncertainty with high granularity based on the interval variation ranges of wind power forecasts at the primary time scale and the fluctuation rates at the secondary time scale.On this basis,by introducing feasible operation constraints at the secondary time scale,a robust real-time security-constrained economic dispatch model incorporating super-resolution wind uncertainty is formulated.Then,since the secondary time-scale operational constraints involve stochastic variables,making the model difficult to solve directly,the constraints are analyzed and equivalently transformed into a set of tractable deterministic constraints represented by several worst-case scenarios.Finally,case studies on the modified 6-bus and IEEE 118-bus systems demonstrate that the proposed model and methodology can effectively address the issues of power imbalance and line flow violations caused by nonlinear inter-temporal wind power fluctuations.

关键词

经济调度/鲁棒优化/多时间尺度/超分辨率不确定性

Key words

economic dispatch/robust optimization/multi-time scales/super-resolution uncertainty

引用本文复制引用

李本新,樊鑫,姜涛,陈厚合,郑雪瑞,董墨庭..考虑超分辨率风电不确定性的鲁棒安全经济调度[J].电力系统保护与控制,2025,53(24):89-99,11.

基金项目

This work is supported by the National Key Research and Development Program of China(No.2022YFB2404000). 国家重点研发计划项目资助(2022YFB2404000) (No.2022YFB2404000)

国网吉林省电力公司科技项目资助(2024-11) (2024-11)

电力系统保护与控制

OA北大核心

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