Multi-Scale Convolutional Neural Network With Time-Cognition for Multi-Step Short-Term Load Forecasting

IEEE Access ◽

10.1109/access.2019.2926137 ◽

2019 ◽

Vol 7 ◽

pp. 88058-88071 ◽

Cited By ~ 21

Author(s):

Zhuofu Deng ◽

Binbin Wang ◽

Yanlu Xu ◽

Tengteng Xu ◽

Chenxu Liu ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Load Forecasting ◽

Short Term ◽

Multi Scale ◽

Short Term Load Forecasting

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Multiple Wavelet Convolutional Neural Network for Short-term Load Forecasting

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.3026733 ◽

2020 ◽

pp. 1-1

Author(s):

Zhifang Liao ◽

Haihui Pan ◽

Xiaoping Fan ◽

Yan Zhang ◽

Li Kuang

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting

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Short-Term Load Forecasting for Electric Vehicle Charging Station Based on Niche Immunity Lion Algorithm and Convolutional Neural Network

Energies ◽

10.3390/en11051253 ◽

2018 ◽

Vol 11 (5) ◽

pp. 1253 ◽

Cited By ~ 14

Author(s):

Yunyan Li ◽

Yuansheng Huang ◽

Meimei Zhang

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Electric Vehicle ◽

Load Forecasting ◽

Short Term ◽

Charging Station ◽

Electric Vehicle Charging ◽

Lion Algorithm ◽

Short Term Load Forecasting ◽

Vehicle Charging

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OELF: short term load forecasting for an optimal electrical load forecasting using hybrid whale optimization based convolutional neural network

Journal of Ambient Intelligence and Humanized Computing ◽

10.1007/s12652-021-03556-4 ◽

2021 ◽

Author(s):

S. Sam Karthik ◽

A. Kavithamani

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Load Forecasting ◽

Electrical Load ◽

Short Term ◽

Whale Optimization ◽

Short Term Load Forecasting ◽

Electrical Load Forecasting

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A hybrid model based on convolutional neural network and long short-term memory for short-term load forecasting

2019 IEEE Power & Energy Society General Meeting (PESGM) ◽

10.1109/pesgm40551.2019.8973549 ◽

2019 ◽

Cited By ~ 1

Author(s):

Jixiang Lu ◽

Qipei Zhang ◽

Zhihong Yang ◽

Mengfu Tu

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Hybrid Model ◽

Short Term Memory ◽

Load Forecasting ◽

Short Term ◽

Term Memory ◽

Model Based ◽

Short Term Load Forecasting ◽

Long Short Term Memory

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Short-term Load Forecasting using Convolutional Neural Network and Long Short-term Memory

Iranian Electric Industry Journal of Quality and Productivity ◽

10.52547/ieijqp.10.1.35 ◽

2021 ◽

Vol 10 (1) ◽

pp. 35-51

Author(s):

Sina Ghassaei ◽

Reza Ravanmehr ◽

◽

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Short Term Memory ◽

Load Forecasting ◽

Short Term ◽

Term Memory ◽

Short Term Load Forecasting ◽

Long Short Term Memory

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A short-term load forecasting model of multi-scale CNN-LSTM hybrid neural network considering the real-time electricity price

Energy Reports ◽

10.1016/j.egyr.2020.11.078 ◽

2020 ◽

Vol 6 ◽

pp. 1046-1053

Author(s):

Xifeng Guo ◽

Qiannan Zhao ◽

Di Zheng ◽

Yi Ning ◽

Ye Gao

Keyword(s):

Neural Network ◽

Real Time ◽

Load Forecasting ◽

Electricity Price ◽

Forecasting Model ◽

Short Term ◽

Hybrid Neural Network ◽

The Real ◽

Multi Scale ◽

Short Term Load Forecasting

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Typical load profile-supported convolutional neural network for short-term load forecasting in the industrial sector

Energy and AI ◽

10.1016/j.egyai.2021.100104 ◽

2021 ◽

pp. 100104

Author(s):

Thilo Walser ◽

Alexander Sauer

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Load Forecasting ◽

Industrial Sector ◽

Short Term ◽

Load Profile ◽

Short Term Load Forecasting

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The method of short-term load forecasting based on the RBF neural network

18th International Conference and Exhibition on Electricity Distribution (CIRED 2005) ◽

10.1049/cp:20051341 ◽

2005 ◽

Author(s):

Yan Lu ◽

Xin Lin ◽

Weifu Qi

Keyword(s):

Neural Network ◽

Rbf Neural Network ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting

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Research on neural network model based on maximum conditional entropy and its application on short term load forecasting

2006 China International Conference on Electricity Distribution (CICED 2006) ◽

10.1049/cp:20061766 ◽

2006 ◽

Author(s):

Jianchang Lu ◽

Wei Sun ◽

Ming Meng

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Load Forecasting ◽

Conditional Entropy ◽

Short Term ◽

Model Based ◽

Short Term Load Forecasting

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Short Term Load Forecasting Using Neural Network Trained with Genetic Algorithm & Particle Swarm Optimization

2008 First International Conference on Emerging Trends in Engineering and Technology ◽

10.1109/icetet.2008.94 ◽

2008 ◽

Cited By ~ 22

Author(s):

Sanjib Mishra ◽

Sarat Kumar Patra

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Particle Swarm Optimization ◽

Load Forecasting ◽

Particle Swarm ◽

Short Term ◽

Swarm Optimization ◽

Short Term Load Forecasting

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