电机与控制应用2024，Vol.51Issue(1)：106-116,11.DOI:10.12177/emca.2023.169
基于FEEMD-NTEO的风电场送出线路故障定位
Fault Location of Wind Farm Transmission Line Based on FEEMD-NTEO
摘要
Abstract
Aiming at the problems of low traveling wave detection accuracy,mode mixing,weak anti-noise ability,and poor real-time fault location in the use of collective empirical mode decomposition(EEMD)for traveling wave faults localization in doubly-fed wind farm transmission lines,a traveling wave fault localization method based on the combination of fast ensemble empirical modal decomposition(FEEMD)and the improved Teager energy operator(NTEO)is proposed.This method uses FEEMD to decompose the fault current traveling wave signal into stationary intrinsic mode components and residual components,eliminating the noise components and preserving the signal integrity.Then the NTEO algorithm is used to denoise the decomposed high-frequency signal again to enhance the faulty traveling wave mutation characteristics and and accurately calibrate the traveling wave head.Simulation results show that the proposed method can accurately and quickly calibrate the fault traveling wave head precisely with good denoising effect,which improves the accuracy and speed of fault location compared with FEEMD-TEO and EEMD-NTEO traveling wave detection methods.关键词
风电场/送出线路/故障定位/快速集合经验模态分解与改进Teager能量算子(FEEMD-NTEO)Key words
wind farm/transmission line/fault location/fast ensemble empirical mode decomposition and novel Teager energy operator(FEEMD-NTEO)分类
信息技术与安全科学引用本文复制引用
饶鸿江,何永泰,彭洁,彭文权..基于FEEMD-NTEO的风电场送出线路故障定位[J].电机与控制应用,2024,51(1):106-116,11.基金项目
国家自然科学基金项目(61271159) （61271159）
云南省地方高校联合基金重点项目(202101BA070001039) （202101BA070001039）
云南省教育厅科学研究基金项目资助(2023J1057) （2023J1057）
校级大学生科研项目(XSKY2314)National Natural Science Foundation of China(61271159) （XSKY2314）
The key projects of joint fund of local universities in Yunnan Province(202101BA070001039) （202101BA070001039）
The Scientific Research Fund of the Yun-nan Provincial Department of Education(2023J1057) （2023J1057）
University student research project(XSKY2314) （XSKY2314）
