Global Sensitivity Analysis of State Estimation for Power Distribution Systems.

I2MTC(2023)

引用 1|浏览4
暂无评分
摘要
State estimation (SE) for power distribution systems massively relies on a large amount of highly uncertain information: thoroughly evaluating its impact on the accuracy of the state estimates is thus a crucial, albeit challenging step. To this scope, this paper proposes a Global Sensitivity Analysis (GSA) based methodology, that overcomes the limitations of traditional SA methods, hence having wider applicability. With the proposed methodology, the sensitivity "footprint" of any state estimator under any given uncertainty framework can be obtained. Also, the paper sets the scenes to conduct GSA studies in SE-based applications to ultimately support distribution system operators for planning, operation, monitoring and control purposes.
更多
查看译文
关键词
State Estimation, Distribution Systems, Global Sensitivity Analysis, Uncertainty, Monte Carlo Simulation
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要