Data driven day-ahead electrical load forecasting through repeated wavelet transform assisted SVM model

Applied Soft Computing ◽

10.1016/j.asoc.2021.107730 ◽

2021 ◽

pp. 107730

Author(s):

Aasim ◽

S.N. Singh ◽

Abheejeet Mohapatra

Keyword(s):

Wavelet Transform ◽

Load Forecasting ◽

Data Driven ◽

Electrical Load ◽

Svm Model ◽

Electrical Load Forecasting

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A Hybrid Short-Term Building Electrical Load Forecasting Model Combining the Periodic Pattern, Fuzzy System, and Wavelet Transform

International Journal of Fuzzy Systems ◽

10.1007/s40815-019-00783-y ◽

2020 ◽

Vol 22 (1) ◽

pp. 156-171 ◽

Author(s):

Chengdong Li ◽

Minjia Tang ◽

Guiqing Zhang ◽

Ruiqi Wang ◽

Chongyi Tian

Keyword(s):

Wavelet Transform ◽

Fuzzy System ◽

Load Forecasting ◽

Periodic Pattern ◽

Forecasting Model ◽

Electrical Load ◽

Model Combining ◽

Electrical Load Forecasting

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Wavelet transform and neural networks for short-term electrical load forecasting

Energy Conversion and Management ◽

10.1016/s0196-8904(00)00035-2 ◽

2000 ◽

Vol 41 (18) ◽

pp. 1975-1988 ◽

Author(s):

S.J Yao ◽

Y.H Song ◽

L.Z Zhang ◽

X.Y Cheng

Keyword(s):

Neural Networks ◽

Wavelet Transform ◽

Load Forecasting ◽

Electrical Load ◽

Electrical Load Forecasting

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The Evolutionary Deep Learning Model for Electrical Load Forecasting

2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics) ◽

10.1109/ithings-greencom-cpscom-smartdata-cybermatics50389.2020.00147 ◽

2020 ◽

Author(s):

Fei Peng ◽

Dan Li ◽

Tianyu An ◽

Hanjun Wang ◽

Changyi Tian ◽

...

Keyword(s):

Deep Learning ◽

Load Forecasting ◽

Learning Model ◽

Electrical Load ◽

Electrical Load Forecasting ◽

Deep Learning Model

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Electrical Load Forecasting Using Echo State Network and Optimizing by PSO Algorithm

2017 10th International Conference on Intelligent Computation Technology and Automation (ICICTA) ◽

10.1109/icicta.2017.94 ◽

2017 ◽

Author(s):

Li Wei ◽

Li Haitian

Keyword(s):

Load Forecasting ◽

Pso Algorithm ◽

Echo State Network ◽

Electrical Load ◽

Electrical Load Forecasting

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Long term electrical load forecasting via a neurofuzzy model

2009 14th International CSI Computer Conference ◽

10.1109/csicc.2009.5349440 ◽

2009 ◽

Author(s):

M. Nosrati Maralloo ◽

A. R. Koushki ◽

C. Lucas ◽

A. Kalhor

Keyword(s):

Load Forecasting ◽

Electrical Load ◽

Electrical Load Forecasting

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Optimum input sequence size for a sliding window-based LSTM neural network used in short-term electrical load forecasting

10.1109/telfor52709.2021.9653206 ◽

2021 ◽

Author(s):

Vladimir Urosevic ◽

Sonja Dimitrijevic

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Input Sequence ◽

Sliding Window ◽

Electrical Load ◽

Electrical Load Forecasting ◽

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LSTM-based short-term electrical load forecasting framework with improved input feature space

10.1109/ict-pep53949.2021.9600923 ◽

2021 ◽

Author(s):

Abhishek Sharma ◽

Sachin Kumar Jain

Keyword(s):

Load Forecasting ◽

Feature Space ◽

Electrical Load ◽

Input Feature ◽

Electrical Load Forecasting

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Electrical Load Forecasting

Applications of Neural Networks ◽

10.1007/978-1-4757-2379-3_7 ◽

1995 ◽

pp. 157-189 ◽

Author(s):

Yuan-Yih Hsu ◽

Chien-Chun Yang

Keyword(s):

Load Forecasting ◽

Electrical Load ◽

Electrical Load Forecasting

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Research and Application of Hybrid Forecasting Model Based on an Optimal Feature Selection System—A Case Study on Electrical Load Forecasting

Energies ◽

10.3390/en10040490 ◽

2017 ◽

Vol 10 (4) ◽

pp. 490 ◽

Author(s):

Yunxuan Dong ◽

Jianzhou Wang ◽

Chen Wang ◽

Zhenhai Guo

Keyword(s):

Load Forecasting ◽

Forecasting Model ◽

Selection System ◽

Electrical Load ◽

System A ◽

Hybrid Forecasting ◽

Electrical Load Forecasting ◽

Optimal Feature Selection ◽

Optimal Feature

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Electrical Load Forecasting

2021 International Conference on Intelligent Technologies (CONIT) ◽

10.1109/conit51480.2021.9498349 ◽

2021 ◽

Author(s):

Ujjwal Singh ◽

Aditya Negi ◽

Vaibhav Garg ◽

Rohan Pillai

Keyword(s):

Load Forecasting ◽

Electrical Load ◽

Electrical Load Forecasting

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