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考虑负荷内部扰动影响的改进类噪声负荷辨识方法

Translated title of the contribution: Improved Method of Ambient Signal Load Identification Considered the Impacts of Load Internal Disturbances
  • Haonan Fang
  • , Ying Wang
  • , Xinran Zhang
  • , Chao Lu*
  • , Jianxin Zhang
  • , Jian Qiu
  • *Corresponding author for this work
  • Tsinghua University
  • Beijing Forestry University
  • China Southern Power Grid

Research output: Contribution to journalArticlepeer-review

Abstract

The load time variability constrains the development of the load modeling, but ambient signal based load modeling provides a new solution to overcome this problem. However, the load random fluctuation cannot be ignored in the ambient signal environment and leads to the difference between measured data and the typical load model, which also affects the results of ambient signal-based load identification. Therefore, the impacts of internal disturbances in different frequency bands on load response properties under ambient signal excitation are analyzed in this paper to explain the reasons of differences between measured data and the typical load model. Then, an identification method considered filtering is proposed. Finally, the load properties analysis and improved method are verified based on simulation, the results indicate that the filtering can extract effective load responses and improve effect of ambient signal-based load modeling.

Translated title of the contributionImproved Method of Ambient Signal Load Identification Considered the Impacts of Load Internal Disturbances
Original languageChinese (Traditional)
Pages (from-to)1227-1235
Number of pages9
JournalDianwang Jishu/Power System Technology
Volume49
Issue number3
DOIs
StatePublished - 5 Mar 2025

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