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ArticlesPeer ReviewedFull Text
Research on Short-Term Load Prediction Based on Seq2seq Model
Author / Creator:Gong, Gangjun ; An, Xiaonan ; Mahato, Nawaraj Kumar ; Sun, Shuyan ; Chen, Si ; Wen, Yafeng
Publisher:Basel: MDPI AG
Journal title:Energies (Basel), 2019-08, Vol.12 (16), p.3199
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ArticlesPeer ReviewedFull Text
Short-term load prediction with LSTM and FCNN models Based on attention mechanisms
Author / Creator:Song, Xiaolei ; Wang, Zhijie ; Wang, Hong
Publisher:Bristol: IOP Publishing
Journal title:Journal of physics. Conference series, 2024-04, Vol.2741 (1), p.12026
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ArticlesPeer ReviewedFull Text
TS2ARCformer: A Multi-Dimensional Time Series Forecasting Framework for Short-Term Load Prediction
Author / Creator:Li, Songjiang ; Zhang, Wenxin ; Wang, Peng
Publisher:Basel: MDPI AG
Journal title:Energies (Basel), 2023-08, Vol.16 (15), p.5825
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ArticlesPeer ReviewedFull Text
Short-term Load Prediction of Electric Vehicle Charging Stations built on GA-BPNN Model
Author / Creator:Li, Quanming ; Xiong, Hongjun
Publisher:Bristol: IOP Publishing
Journal title:Journal of physics. Conference series, 2023-04, Vol.2474 (1), p.12023
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ArticlesPeer ReviewedFull Text
Short-term load prediction of integrated energy system based on neural network
Author / Creator:Wang, Yao ; Li, Xuxia ; Liang, Yan ; Hu, Yingying ; Zheng, Xiaoming ; Deng, Jiaojiao
Publisher:IOP Publishing
Journal title:Journal of physics. Conference series, 2021-11, Vol.2087 (1), p.12016
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ArticlesPeer ReviewedFull Text
Short-term Load Prediction Based on the Combination of K-means and Random Forest
Author / Creator:Chai, Weiwei ; Qin, Lei ; Dong, Haiying ; Sun, Chunshan ; Shen, Wei ; Qiao, Shiyun
Publisher:Bristol: IOP Publishing
Journal title:Journal of physics. Conference series, 2022-01, Vol.2166 (1), p.12027
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ArticlesPeer ReviewedFull Text
Short-term Load Prediction of Cloud Computing Based on Fuzzy Information Granulation SVM
Author / Creator:Wang, Jian ; Zhang, Yuanyuan
Publisher:Bristol: IOP Publishing
Journal title:Journal of physics. Conference series, 2019-10, Vol.1314 (1), p.12170
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ArticlesPeer ReviewedFull Text
Research on energy storage capacity analysis and short-term load prediction method for new energy high penetration system
Author / Creator:Li, Zhiheng ; Yang, Qinchen ; Yin, Shuo ; Zhong, Xinrui ; Zheng, Yongle
Publisher:Les Ulis: EDP Sciences
Journal title:E3S web of conferences, 2024-01, Vol.520, p.3031
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ArticlesPeer ReviewedFull Text
Short-term load prediction model combining FEW and IHS algorithm
Author / Creator:Yu, Mingxing ; Zhu, Jiazheng ; Yang, Li
Publisher:Warsaw: Polish Academy of Sciences
Journal title:Archives of Electrical Engineering (Online), 2019-01, Vol.68 (4), p.907-923
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ArticlesPeer ReviewedFull Text
A multi-task learning framework for multi-location short-term load prediction
Author / Creator:Meng, Zhaorui ; Sun, Jinhua
Publisher:Bristol: IOP Publishing
Journal title:IOP conference series. Earth and environmental science, 2021-02, Vol.651 (2), p.22083
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ArticlesPeer ReviewedFull Text
The Application of Improved Neural Network Algorithm Based on Particle Group in Short-term Load Prediction
Author / Creator:Ning, Yuan ; Zhang, Tianyin ; Zhang, Teng
Publisher:IOP Publishing
Journal title:IOP conference series. Earth and environmental science, 2021-01, Vol.632 (4), p.42045
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ArticlesPeer ReviewedFull Text
Short-term load prediction model combining FEW and IHS algorithm
Author / Creator:Yu, Mingxing ; Zhu, Jiazheng ; Yang, Li
Journal title:Archives of Electrical Engineering (Online), 2024-01
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ArticlesPeer ReviewedFull Text
A Short-Term Load Forecasting Model Based on Crisscross Grey Wolf Optimizer and Dual-Stage Attention Mechanism
Author / Creator:Gong, Renxi ; Li, Xianglong
Publisher:Basel: MDPI AG
Journal title:Energies (Basel), 2023-03, Vol.16 (6), p.2878
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ArticlesPeer ReviewedFull Text
An innovative model for electrical load forecasting: A case study in Australia
Author / Creator:Yang, Wendong ; Wang, Jingyi ; Yang, Sibo ; Zhang, Kai
Publisher:Amsterdam: IOS Press BV
Journal title:Journal of intelligent & fuzzy systems, 2023-01, Vol.45 (1), p.891-909
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ArticlesPeer ReviewedFull Text
Machine Learning-Based Short-Term Prediction of Air-Conditioning Load through Smart Meter Analytics
Author / Creator:Manivannan, Manoj ; Najafi, Behzad ; Rinaldi, Fabio
Publisher:Basel: MDPI AG
Journal title:Energies (Basel), 2017-11, Vol.10 (11), p.1905
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ArticlesPeer ReviewedFull Text
Short-Term Power Load Forecasting Based on an EPT-VMD-TCN-TPA Model
Author / Creator:Zan, Shifa ; Zhang, Qiang
Publisher:Basel: MDPI AG
Journal title:Applied sciences, 2023-04, Vol.13 (7), p.4462
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ArticlesPeer ReviewedFull Text
Short-Term Load Interval Prediction Using a Deep Belief Network
Author / Creator:Zhang, Xiaoyu ; Shu, Zhe ; Wang, Rui ; Zhang, Tao ; Zha, Yabing
Publisher:Basel: MDPI AG
Journal title:Energies (Basel), 2018-10, Vol.11 (10), p.2744
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Newsletter articlesFull Text
INTERNATIONAL PATENT: JIANGSU INTELEVER ENERGY TECHNOLOGY CO., LTD. FILES APPLICATION FOR "SHORT-TERM LOAD PREDICTION METHOD BASED ON ASSOCIATION ANALYSIS AND KALMAN FILTERING METHOD"
Publisher:Washington, D.C: HT Digital Streams Limited
Journal title:US Fed News Service, Including US State News, 2021
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ArticlesPeer ReviewedFull Text
Short-term electricity load time series prediction by machine learning model via feature selection and parameter optimization using hybrid cooperation search algorithm
Author / Creator:Niu, Wen-jing ; Feng, Zhong-kai ; Li, Shu-shan ; Wu, Hui-jun ; Wang, Jia-yang
Publisher:Bristol: IOP Publishing
Journal title:Environmental research letters, 2021-05, Vol.16 (5), p.55032
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ArticlesPeer ReviewedFull Text
Short‐term load interval prediction with unilateral adaptive update strategy and simplified biased convex cost function
Author / Creator:Zheng, Shu ; Long, Huan ; Wu, Zhi ; Gu, Wei ; Zhao, Jingtao ; Geng, Runhao
Publisher:Wiley
Journal title:IET generation, transmission & distribution, 2024-10, Vol.18 (19), p.3108-3119
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Research on Short-Term Load Prediction Based on Seq2seq Model

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Short-term load prediction with LSTM and FCNN models Based on attention mechanisms

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TS2ARCformer: A Multi-Dimensional Time Series Forecasting Framework for Short-Term Load Prediction

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Short-term Load Prediction of Electric Vehicle Charging Stations built on GA-BPNN Model

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Short-term load prediction of integrated energy system based on neural network

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Short-term Load Prediction Based on the Combination of K-means and Random Forest

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Short-term Load Prediction of Cloud Computing Based on Fuzzy Information Granulation SVM

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Research on energy storage capacity analysis and short-term load prediction method for new energy high penetration system

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Short-term load prediction model combining FEW and IHS algorithm

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A multi-task learning framework for multi-location short-term load prediction

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The Application of Improved Neural Network Algorithm Based on Particle Group in Short-term Load Prediction

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Short-term load prediction model combining FEW and IHS algorithm

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A Short-Term Load Forecasting Model Based on Crisscross Grey Wolf Optimizer and Dual-Stage Attention Mechanism

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An innovative model for electrical load forecasting: A case study in Australia

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Machine Learning-Based Short-Term Prediction of Air-Conditioning Load through Smart Meter Analytics

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Short-Term Power Load Forecasting Based on an EPT-VMD-TCN-TPA Model

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Short-Term Load Interval Prediction Using a Deep Belief Network

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INTERNATIONAL PATENT: JIANGSU INTELEVER ENERGY TECHNOLOGY CO., LTD. FILES APPLICATION FOR "SHORT-TERM LOAD PREDICTION METHOD BASED ON ASSOCIATION ANALYSIS AND KALMAN FILTERING METHOD"

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Short-term electricity load time series prediction by machine learning model via feature selection and parameter optimization using hybrid cooperation search algorithm

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Short‐term load interval prediction with unilateral adaptive update strategy and simplified biased convex cost function

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