A Real Signal Model-Based Method for Processing Boundary Effect in Empirical Mode Decomposition

2013 Third International Conference on Instrumentation, Measurement, Computer, Communication and Control ◽

10.1109/imccc.2013.314 ◽

2013 ◽

Author(s):

Song Li ◽

Haifeng Li ◽

Lin Ma

Keyword(s):

Empirical Mode Decomposition ◽

Boundary Effect ◽

Signal Model ◽

Real Signal ◽

Model Based ◽

Mode Decomposition

Download Full-text

Application of hybrid model based on empirical mode decomposition, novel recurrent neural networks and the ARIMA to wind speed prediction

Energy Conversion and Management ◽

10.1016/j.enconman.2021.113917 ◽

2021 ◽

Vol 233 ◽

pp. 113917

Author(s):

Ming-De Liu ◽

Lin Ding ◽

Yu-Long Bai

Keyword(s):

Neural Networks ◽

Empirical Mode Decomposition ◽

Hybrid Model ◽

Recurrent Neural Networks ◽

Wind Speed Prediction ◽

Model Based ◽

Mode Decomposition ◽

Speed Prediction

Download Full-text

Network traffic prediction model based on ensemble empirical mode decomposition and multiple models

International Journal of Communication Systems ◽

10.1002/dac.4966 ◽

2021 ◽

Author(s):

Lian Lian ◽

Zhongda Tian

Keyword(s):

Prediction Model ◽

Empirical Mode Decomposition ◽

Network Traffic ◽

Ensemble Empirical Mode Decomposition ◽

Traffic Prediction ◽

Multiple Models ◽

Model Based ◽

Mode Decomposition

Download Full-text

Hybrid Intelligent Forecasting Model Based on Empirical Mode Decomposition, Support Vector Regression and Adaptive Linear Neural Network

Lecture Notes in Computer Science - Advances in Natural Computation ◽

10.1007/11539117_47 ◽

2005 ◽

pp. 324-327 ◽

Author(s):

Zhengjia He ◽

Qiao Hu ◽

Yanyang Zi ◽

Zhousuo Zhang ◽

Xuefeng Chen

Keyword(s):

Neural Network ◽

Support Vector Regression ◽

Empirical Mode Decomposition ◽

Support Vector ◽

Forecasting Model ◽

Model Based ◽

Mode Decomposition ◽

Linear Neural Network

Download Full-text

Predicting Building Energy Consumption by Time Series Model Based on Machine Learning and Empirical Mode Decomposition

2020 5th IEEE International Conference on Big Data Analytics (ICBDA) ◽

10.1109/icbda49040.2020.9101335 ◽

2020 ◽

Author(s):

Dandan Liu ◽

Qiangqiang Yang ◽

Fang Yang

Keyword(s):

Machine Learning ◽

Time Series ◽

Energy Consumption ◽

Empirical Mode Decomposition ◽

Building Energy ◽

Time Series Model ◽

Building Energy Consumption ◽

Model Based ◽

Mode Decomposition

Download Full-text

Similarity searching based boundary effect processing method for empirical mode decomposition

Electronics Letters ◽

10.1049/el:20072762 ◽

2007 ◽

Vol 43 (1) ◽

pp. 58 ◽

Author(s):

J. Wang ◽

Y. Peng ◽

X. Peng

Keyword(s):

Empirical Mode Decomposition ◽

Boundary Effect ◽

Processing Method ◽

Similarity Searching ◽

Mode Decomposition

Download Full-text

Discrete multivariate gray model based boundary extension for bi-dimensional empirical mode decomposition

Signal Processing ◽

10.1016/j.sigpro.2012.07.009 ◽

2013 ◽

Vol 93 (1) ◽

pp. 124-138 ◽

Author(s):

Zhi He ◽

Qiang Wang ◽

Yi Shen ◽

Yan Wang

Keyword(s):

Empirical Mode Decomposition ◽

Boundary Extension ◽

Model Based ◽

Mode Decomposition

Download Full-text

Support Vector Regression Model Based on Empirical Mode Decomposition and Auto Regression for Electric Load Forecasting

Energies ◽

10.3390/en6041887 ◽

2013 ◽

Vol 6 (4) ◽

pp. 1887-1901 ◽

Author(s):

Guo-Feng Fan ◽

Shan Qing ◽

Hua Wang ◽

Wei-Chiang Hong ◽

Hong-Juan Li

Keyword(s):

Regression Model ◽

Support Vector Regression ◽

Empirical Mode Decomposition ◽

Load Forecasting ◽

Support Vector ◽

Electric Load ◽

Support Vector Regression Model ◽

Model Based ◽

Mode Decomposition ◽

Auto Regression

Download Full-text

Cloud Task Prediction Model Based on Singular Spectrum Analysis, Empirical Mode Decomposition and Temporal Convolutional Network

Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-70665-4_11 ◽

2021 ◽

pp. 89-97

Author(s):

Tao Lin ◽

Zhangxiao Hao ◽

Dongmei Su

Keyword(s):

Prediction Model ◽

Empirical Mode Decomposition ◽

Spectrum Analysis ◽

Singular Spectrum Analysis ◽

Convolutional Network ◽

Model Based ◽

Singular Spectrum ◽

Mode Decomposition

Download Full-text

Extraction of vibration components from a rotating propeller model based on complex empirical mode decomposition

2013 Asia-Pacific Microwave Conference Proceedings (APMC) ◽

10.1109/apmc.2013.6694943 ◽

2013 ◽

Author(s):

Ji-Hoon Park ◽

Woo-Yong Yang ◽

Jun-Woo Bae ◽

Noh-Hoon Myung

Keyword(s):

Empirical Mode Decomposition ◽

Model Based ◽

Mode Decomposition

Download Full-text

Ore particle size classification model based on bi-dimensional empirical mode decomposition

Multimedia Tools and Applications ◽

10.1007/s11042-018-6749-z ◽

2018 ◽

Vol 79 (7-8) ◽

pp. 4847-4866

Author(s):

Yantong Zhan ◽

Guoying Zhang

Keyword(s):

Particle Size ◽

Empirical Mode Decomposition ◽

Classification Model ◽

Size Classification ◽

Model Based ◽

Mode Decomposition

Download Full-text