Ultra-short term wind prediction with wavelet transform, deep belief network and ensemble learning

Energy Conversion and Management ◽

10.1016/j.enconman.2019.112418 ◽

2020 ◽

Vol 205 ◽

pp. 112418 ◽

Author(s):

He Jiajun ◽

Yu Chuanjin ◽

Li Yongle ◽

Xiang Huoyue

Keyword(s):

Wavelet Transform ◽

Ensemble Learning ◽

Deep Belief Network ◽

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Bearing fault diagnosis based on improved ensemble learning and deep belief network

Journal of Physics Conference Series ◽

10.1088/1742-6596/1074/1/012154 ◽

2018 ◽

Vol 1074 ◽

pp. 012154 ◽

Author(s):

Tianchen Liang ◽

Shuaipeng Wu ◽

Wenjing Duan ◽

Ruishan Zhang

Keyword(s):

Fault Diagnosis ◽

Ensemble Learning ◽

Deep Belief Network ◽

Belief Network ◽

Bearing Fault ◽

Bearing Fault Diagnosis

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Effect of Transfer Functions in Deep Belief Network for Short-Term Load Forecasting

Communications in Computer and Information Science - Bio-inspired Computing: Theories and Applications ◽

10.1007/978-981-10-7179-9_40 ◽

2017 ◽

pp. 511-522 ◽

Author(s):

Xiaoyu Zhang ◽

Rui Wang ◽

Tao Zhang ◽

Yajie Liu ◽

Yabin Zha

Keyword(s):

Transfer Functions ◽

Load Forecasting ◽

Deep Belief Network ◽

Belief Network ◽

Short Term Load Forecasting

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Optimal breast tumor diagnosis using discrete wavelet transform and deep belief network based on improved sunﬂower optimization method

Biomedical Signal Processing and Control ◽

10.1016/j.bspc.2020.101953 ◽

2020 ◽

Vol 60 ◽

pp. 101953

Author(s):

Lizhen Shen ◽

Mingfang He ◽

Ning Shen ◽

Nasser Yousefi ◽

Chao Wang ◽

...

Keyword(s):

Wavelet Transform ◽

Discrete Wavelet Transform ◽

Breast Tumor ◽

Optimization Method ◽

Deep Belief Network ◽

Tumor Diagnosis ◽

Discrete Wavelet ◽

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Deep Belief Network Based Multi-Dimensional Phase Space for Short-Term Wind Speed Forecasting

2018 International Conference on Sensing,Diagnostics, Prognostics, and Control (SDPC) ◽

10.1109/sdpc.2018.8664936 ◽

2018 ◽

Author(s):

Xiaodan Wang ◽

Yi Yang ◽

Chuan Li

Keyword(s):

Phase Space ◽

Deep Belief Network ◽

Belief Network ◽

Wind Speed Forecasting ◽

Dimensional Phase Space

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Modeling and Forecasting Short-Term Power Load With Copula Model and Deep Belief Network

IEEE Transactions on Emerging Topics in Computational Intelligence ◽

10.1109/tetci.2018.2880511 ◽

2019 ◽

Vol 3 (2) ◽

pp. 127-136 ◽

Author(s):

Tinghui Ouyang ◽

Yusen He ◽

Huajin Li ◽

Zhiyu Sun ◽

Stephen Baek

Keyword(s):

Deep Belief Network ◽

Copula Model ◽

Belief Network ◽

Modeling And Forecasting

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A Video Recognition Method by using Adaptive Structural Learning of Long Short Term Memory based Deep Belief Network

2019 IEEE 11th International Workshop on Computational Intelligence and Applications (IWCIA) ◽

10.1109/iwcia47330.2019.8955036 ◽

2019 ◽

Author(s):

Shin Kamada ◽

Takumi Ichimura

Keyword(s):

Short Term Memory ◽

Deep Belief Network ◽

Structural Learning ◽

Recognition Method ◽

Term Memory ◽

Belief Network ◽

Video Recognition ◽

Long Short Term Memory

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Short-term load forecasting based on a improved deep belief network

2016 International Conference on Smart Grid and Clean Energy Technologies (ICSGCE) ◽

10.1109/icsgce.2016.7876080 ◽

2016 ◽

Author(s):

Xiaoyu Zhang ◽

Rui Wang ◽

Tao Zhang ◽

Yabin Zha

Keyword(s):

Load Forecasting ◽

Deep Belief Network ◽

Belief Network ◽

Short Term Load Forecasting

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Enhanced Deep Belief Network Based on Ensemble Learning and Tree-structured of Parzen Estimators: An Optimal Photovoltaic Power Forecasting Method

IEEE Access ◽

10.1109/access.2021.3125895 ◽

2021 ◽

pp. 1-1

Author(s):

Mohamed Massaoudi ◽

Haitham Abu-Rub ◽

Shady S. Refaat ◽

Mohamed Trabelsi ◽

Ines Chihi ◽

...

Keyword(s):

Ensemble Learning ◽

Deep Belief Network ◽

Belief Network ◽

Photovoltaic Power ◽

Forecasting Method ◽

Power Forecasting

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Short-term traffic flow prediction in smart multimedia system for Internet of Vehicles based on deep belief network

Future Generation Computer Systems ◽

10.1016/j.future.2018.10.052 ◽

2019 ◽

Vol 93 ◽

pp. 460-472 ◽

Author(s):

Fanhui Kong ◽

Jian Li ◽

Bin Jiang ◽

Houbing Song

Keyword(s):

Traffic Flow ◽

Deep Belief Network ◽

Multimedia System ◽

Internet Of Vehicles ◽

Belief Network ◽

Traffic Flow Prediction ◽

Flow Prediction

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Improved Deep Belief Network for Short-Term Load Forecasting Considering Demand-Side Management

IEEE Transactions on Power Systems ◽

10.1109/tpwrs.2019.2943972 ◽

2020 ◽

Vol 35 (2) ◽

pp. 1531-1538 ◽

Author(s):

Xiangyu Kong ◽

Chuang Li ◽

Feng Zheng ◽

Chengshan Wang

Keyword(s):

Load Forecasting ◽

Demand Side Management ◽

Deep Belief Network ◽

Demand Side ◽

Belief Network ◽

Short Term Load Forecasting

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