A short-term power load prediction model based on improved wavelet neural networks

Mapping Intimacies ◽

10.1063/5.0011032 ◽

2020 ◽

Author(s):

Zhenxue Xie ◽

Ruogu Wang ◽

Zihao Wu

Keyword(s):

Neural Networks ◽

Prediction Model ◽

Load Prediction ◽

Wavelet Neural Networks ◽

Short Term ◽

Model Based ◽

Power Load

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A Short-term Power Load Prediction Model Based on Morlet WNN

2020 IEEE 3rd International Conference of Safe Production and Informatization (IICSPI) ◽

10.1109/iicspi51290.2020.9332348 ◽

2020 ◽

Author(s):

Aiqiang Dong ◽

Zesan Liu ◽

Tingshun Li

Keyword(s):

Prediction Model ◽

Load Prediction ◽

Short Term ◽

Model Based ◽

Power Load

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Power Load Prediction Model Based on Long Short Term Memory and Sparrow Search Algorithm

Journal of Physics Conference Series ◽

10.1088/1742-6596/2022/1/012018 ◽

2021 ◽

Vol 2022 (1) ◽

pp. 012018

Author(s):

Weiyue Huo ◽

Jing Zhou

Keyword(s):

Prediction Model ◽

Short Term Memory ◽

Search Algorithm ◽

Load Prediction ◽

Short Term ◽

Term Memory ◽

Model Based ◽

Power Load ◽

Long Short Term Memory

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Climate Change and Power Security: Power Load Prediction for Rural Electrical Microgrids Using Long Short Term Memory and Artificial Neural Networks

Applied Sciences ◽

10.3390/app8050749 ◽

2018 ◽

Vol 8 (5) ◽

pp. 749 ◽

Cited By ~ 5

Author(s):

Martin Cenek ◽

Rocco Haro ◽

Brandon Sayers ◽

Jifeng Peng

Keyword(s):

Climate Change ◽

Neural Networks ◽

Artificial Neural Networks ◽

Short Term Memory ◽

Load Prediction ◽

Short Term ◽

Term Memory ◽

Power Load ◽

Long Short Term Memory ◽

Artificial Neural

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The research on an adaptive rolling load prediction model based on neural networks

2005 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2005.1527654 ◽

2005 ◽

Author(s):

Hai-Tao He ◽

Hong-Min Liu

Keyword(s):

Neural Networks ◽

Prediction Model ◽

Load Prediction ◽

Model Based ◽

Rolling Load

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Time-of-use Short-term Load Prediction Model Based on Variable Step Size Optimized HBMO-LS-SVM Method in Day-head Market

Proceedings of the First International Conference Economic and Business Management 2016 ◽

10.2991/febm-16.2016.49 ◽

2016 ◽

Author(s):

Guo Lei ◽

Xue Song ◽

Liu Yang ◽

Zeng Ming

Keyword(s):

Prediction Model ◽

Variable Step Size ◽

Load Prediction ◽

Short Term ◽

Step Size ◽

Model Based ◽

Variable Step

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Ultra-Short-Term Building Cooling Load Prediction Model Based on Feature Set Construction and Ensemble Machine Learning

IEEE Access ◽

10.1109/access.2020.3027061 ◽

2020 ◽

Vol 8 ◽

pp. 178733-178745

Author(s):

Yan Ding ◽

Hao Su ◽

Xiangfei Kong ◽

Zhenqin Zhang

Keyword(s):

Machine Learning ◽

Prediction Model ◽

Cooling Load ◽

Load Prediction ◽

Short Term ◽

Model Based ◽

Ensemble Machine Learning ◽

Building Cooling

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Short-Term Power Data Prediction Model Based on IA-RBF Neural Networks

2018 5th International Conference on Systems and Informatics (ICSAI) ◽

10.1109/icsai.2018.8599444 ◽

2018 ◽

Author(s):

Jing Li ◽

Longwei Tian ◽

Yanqing Wang

Keyword(s):

Neural Networks ◽

Prediction Model ◽

Rbf Neural Networks ◽

Short Term ◽

Model Based ◽

Data Prediction

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Application for Short-Term Power Load Forecasting Using Improved Wavelet Neural Networks Based on GA

2008 International Conference on Risk Management & Engineering Management ◽

10.1109/icrmem.2008.40 ◽

2008 ◽

Cited By ~ 1

Author(s):

Zheng-yuan Jia ◽

Li Tian ◽

Dan Zhao

Keyword(s):

Neural Networks ◽

Load Forecasting ◽

Wavelet Neural Networks ◽

Short Term ◽

Power Load ◽

Power Load Forecasting

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A Short-term Traffic Speed Prediction Model Based on LSTM Networks

International Journal of Intelligent Transportation Systems Research ◽

10.1007/s13177-021-00260-7 ◽

2021 ◽

Author(s):

Yu-Ling Hsueh ◽

Yu-Ren Yang

Keyword(s):

Prediction Model ◽

Short Term ◽

Model Based ◽

Speed Prediction ◽

Traffic Speed

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Data augmentation strategy for short-term heating load prediction model of residential building

Energy ◽

10.1016/j.energy.2021.121328 ◽

2021 ◽

pp. 121328

Author(s):

Yakai Lu ◽

Zhe Tian ◽

Qiang Zhang ◽

Ruoyu Zhou ◽

Chengshan Chu

Keyword(s):

Prediction Model ◽

Data Augmentation ◽

Residential Building ◽

Load Prediction ◽

Short Term ◽

Augmentation Strategy ◽

Heating Load

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