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Works (5)

Hybrid model based on VMD decomposition, clustering analysis, long short memory network, ensemble learning and error complementation for short-term wind speed forecasting assisted by Flink platform

Energy
2022-12 | Journal article
Contributors: Zexian Sun; Mingyu Zhao; Guohong Zhao
Source: check_circle
Crossref

Reliability Assessment of Wind Power Converter Considering SCADA Multistate Parameters Prediction Using FP-Growth, WPT, K-Means and LSTM Network

IEEE Access
2020 | Journal article
Contributors: Jingxuan Zhang; Hexu Sun; Zexian Sun; Weichao Dong; Yan Dong; Siyuan Gong
Source: check_circle
Crossref

Short-Term Wind Power Forecasting Based on VMD Decomposition, ConvLSTM Networks and Error Analysis

IEEE Access
2020 | Journal article
Contributors: Zexian Sun; Mingyu Zhao
Source: check_circle
Crossref

Fault Diagnosis of Wind Turbine Power Converter Considering Wavelet Transform, Feature Analysis, Judgment and BP Neural Network

IEEE Access
2019 | Journal article
Contributors: Jingxuan Zhang; Hexu Sun; Zexian Sun; Weichao Dong; Yan Dong
Source: check_circle
Crossref

Short-Term Wind Power Forecasting on Multiple Scales Using VMD Decomposition, K-Means Clustering and LSTM Principal Computing

IEEE Access
2019 | Journal article
Contributors: Zexian Sun; Shenshen Zhao; Jingxuan Zhang
Source: check_circle
Crossref

Peer review (1 review for 1 publication/grant)

Review activity for Environmental science and pollution research international (1)