Individualized Short-Term Electric Load Forecasting With Deep Neural Network Based Transfer Learning and Meta Learning

IEEE Access ◽

10.1109/access.2021.3053317 ◽

2021 ◽

Vol 9 ◽

pp. 15413-15425

Author(s):

Eunjung Lee ◽

Wonjong Rhee

Keyword(s):

Neural Network ◽

Transfer Learning ◽

Deep Neural Network ◽

Load Forecasting ◽

Electric Load ◽

Short Term ◽

Meta Learning ◽

Electric Load Forecasting

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Short-Term Electric Load Forecasting Using Recurrent Neural Network (Study Case of Load Forecasting in Central Java and Special Region of Yogyakarta)

2018 4th International Conference on Science and Technology (ICST) ◽

10.1109/icstc.2018.8528651 ◽

2018 ◽

Author(s):

Muhammad Amri Yahya ◽

Sasongko Pramono Hadi ◽

Lesnanto Multa Putranto

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Load Forecasting ◽

Electric Load ◽

Short Term ◽

Central Java ◽

Study Case ◽

Special Region ◽

Electric Load Forecasting

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BiGRU-CNN neural network applied to short-term electric load forecasting

Production ◽

10.1590/0103-6513.20210087 ◽

2022 ◽

Vol 32 ◽

Author(s):

Lucas Duarte Soares ◽

Edgar Manuel Carreño Franco

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Electric Load ◽

Short Term ◽

Electric Load Forecasting

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Research on short-term electric load forecasting based on fuzzy rules and wavelet neural network

2010 2nd International Conference on Computer Engineering and Technology ◽

10.1109/iccet.2010.5486371 ◽

2010 ◽

Author(s):

Qian Zhang

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Wavelet Neural Network ◽

Fuzzy Rules ◽

Electric Load ◽

Short Term ◽

Electric Load Forecasting

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Research on the Short-term Agricultural Electric Load Forecasting of Wavelet Neural Network

Computer And Computing Technologies In Agriculture, Volume II - The International Federation for Information Processing ◽

10.1007/978-0-387-77253-0_1 ◽

2008 ◽

pp. 737-745 ◽

Cited By ~ 1

Author(s):

Qian Zhang

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Wavelet Neural Network ◽

Electric Load ◽

Short Term ◽

Electric Load Forecasting

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Short Term Electric Load Forecasting Using High Precision Convolutional Neural Network

2020 International Conference on Computer, Electrical & Communication Engineering (ICCECE) ◽

10.1109/iccece48148.2020.9223102 ◽

2020 ◽

Author(s):

Shafiul Hasan Rafi ◽

Nahid-Al-Masood

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

High Precision ◽

Load Forecasting ◽

Electric Load ◽

Short Term ◽

Electric Load Forecasting

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Short-term electric load forecasting using an artificial neural network: case of Northern Vietnam

International Journal of Energy Research ◽

10.1002/er.980 ◽

2004 ◽

Vol 28 (5) ◽

pp. 463-472 ◽

Cited By ~ 9

Author(s):

Subhes C. Bhattacharyya ◽

Le Tien Thanh

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Load Forecasting ◽

Electric Load ◽

Short Term ◽

Northern Vietnam ◽

Artificial Neural ◽

Electric Load Forecasting

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Short-term electric load forecasting using neural network models

Proceedings of the 39th Midwest Symposium on Circuits and Systems ◽

10.1109/mwscas.1996.593237 ◽

2002 ◽

Cited By ~ 4

Author(s):

Y. Al-Rashid ◽

L.D. Paarmann

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Network Models ◽

Electric Load ◽

Short Term ◽

Neural Network Models ◽

Electric Load Forecasting

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Implementation of an adaptive neural network short-term electric load forecasting system in the energy control center

Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94) ◽

10.1109/icnn.1994.374803 ◽

1994 ◽

Cited By ~ 1

Author(s):

O.A. Mohammed ◽

D.C. Park ◽

R.S. Merchant

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Electric Load ◽

Adaptive Neural Network ◽

Short Term ◽

Energy Control ◽

Control Center ◽

Forecasting System ◽

Electric Load Forecasting

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A comparative study of BPNN, RBFNN and ELMAN neural network for short-term electric load forecasting: A case study of Delhi region

2014 9th International Conference on Industrial and Information Systems (ICIIS) ◽

10.1109/iciinfs.2014.7036502 ◽

2014 ◽

Cited By ~ 5

Author(s):

Navneet Kumar Singh ◽

Asheesh Kumar Singh ◽

Manoj Tripathy

Keyword(s):

Neural Network ◽

Comparative Study ◽

Load Forecasting ◽

Electric Load ◽

Short Term ◽

Elman Neural Network ◽

Electric Load Forecasting

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Neural Network Based Short-Term Electric Load Forecasting with Confidence Intervals

10.21528/cbrn1999-002 ◽

2016 ◽

Author(s):

Luciano S. Moulin ◽

Alexandre P. Alves da Silva

Keyword(s):

Neural Network ◽

Confidence Intervals ◽

Load Forecasting ◽

Electric Load ◽

Short Term ◽

Electric Load Forecasting

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