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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
Download Full-text
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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
Download Full-text
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
Download Full-text
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
Download Full-text
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
Download Full-text
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
Download Full-text
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
Download Full-text
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
Download Full-text
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
Download Full-text
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
Download Full-text
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