Electricity Price Forecasting Based on Enhanced Convolutional Neural Network in Smart Grid

Advances in Intelligent Systems and Computing - Web, Artificial Intelligence and Network Applications ◽

10.1007/978-3-030-44038-1_111 ◽

2020 ◽

pp. 1212-1226

Author(s):

Nazia Daood ◽

Zahoor Ali Khan ◽

Ashrafullah ◽

Muhammad Jaffar Khan ◽

Muhammad Adil ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Electricity Price Forecasting

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Big Data Based Electricity Price Forecasting Using Enhanced Convolutional Neural Network in the Smart Grid

Advances in Intelligent Systems and Computing - Web, Artificial Intelligence and Network Applications ◽

10.1007/978-3-030-44038-1_109 ◽

2020 ◽

pp. 1189-1201 ◽

Author(s):

Muhammad Adil ◽

Nadeem Javaid ◽

Nazia Daood ◽

Muhammad Asim ◽

Irfan Ullah ◽

...

Keyword(s):

Neural Network ◽

Big Data ◽

Convolutional Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Electricity Price Forecasting

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Short Term Electricity Price Forecasting Through Convolutional Neural Network (CNN)

Advances in Intelligent Systems and Computing - Web, Artificial Intelligence and Network Applications ◽

10.1007/978-3-030-44038-1_108 ◽

2020 ◽

pp. 1181-1188

Author(s):

Zahoor Ali Khan ◽

Sahiba Fareed ◽

Mubbashra Anwar ◽

Afrah Naeem ◽

Hira Gul ◽

...

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Electricity Price Forecasting

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Artificial Neural Network-based electricity price forecasting for smart grid deployment

2012 International Conference on Computer Systems and Industrial Informatics ◽

10.1109/iccsii.2012.6454392 ◽

2012 ◽

Author(s):

Bijay Neupane ◽

Kasun S. Perera ◽

Zeyar Aung ◽

Wei Lee Woon

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Electricity Price Forecasting ◽

Artificial Neural

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Inter-hours rolling scheduling of behind-the-meter storage operating systems using electricity price forecasting based on deep convolutional neural network

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2020.106499 ◽

2021 ◽

Vol 125 ◽

pp. 106499

Author(s):

Zhuofu Deng ◽

Chenxu Liu ◽

Zhiliang Zhu

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Operating Systems ◽

Electricity Price ◽

Deep Convolutional Neural Network ◽

Price Forecasting ◽

Electricity Price Forecasting

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Electricity Price Forecasting Method Based on Quantum Immune Optimization BP Neural Network Algorithm

2021 6th Asia Conference on Power and Electrical Engineering (ACPEE) ◽

10.1109/acpee51499.2021.9436865 ◽

2021 ◽

Author(s):

Xuan Zhang ◽

Qing Hao ◽

Wenjie Qu ◽

Xingquan Ji ◽

Yumin Zhang ◽

...

Keyword(s):

Neural Network ◽

Bp Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Immune Optimization ◽

Network Algorithm ◽

Electricity Price Forecasting ◽

Forecasting Method ◽

Neural Network Algorithm

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A hybrid Elman recurrent neural network, group search optimization, and refined VMD-based framework for multi-step ahead electricity price forecasting

Soft Computing ◽

10.1007/s00500-019-04161-6 ◽

2019 ◽

Vol 23 (18) ◽

pp. 8413-8434 ◽

Author(s):

R. Hannah Jessie Rani ◽

T. Aruldoss Albert Victoire

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Search Optimization ◽

Electricity Price Forecasting ◽

Elman Recurrent Neural Network ◽

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Real-time electricity price forecasting of wind farms with deep neural network transfer learning and hybrid datasets

Applied Energy ◽

10.1016/j.apenergy.2021.117242 ◽

2021 ◽

Vol 299 ◽

pp. 117242

Author(s):

Haolin Yang ◽

Kristen R. Schell

Keyword(s):

Neural Network ◽

Real Time ◽

Transfer Learning ◽

Deep Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Electricity Price Forecasting

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Electricity price forecasting using Enhanced Probability Neural Network

Energy Conversion and Management ◽

10.1016/j.enconman.2010.06.006 ◽

2010 ◽

Vol 51 (12) ◽

pp. 2707-2714 ◽

Author(s):

Whei-Min Lin ◽

Hong-Jey Gow ◽

Ming-Tang Tsai

Keyword(s):

Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Electricity Price Forecasting ◽

Probability Neural Network

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A RBF neural network model with GARCH errors: Application to electricity price forecasting

Electric Power Systems Research ◽

10.1016/j.epsr.2010.07.015 ◽

2011 ◽

Vol 81 (1) ◽

pp. 74-83 ◽

Author(s):

Leandro dos Santos Coelho ◽

André A.P. Santos

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Rbf Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Electricity Price Forecasting

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A novel model: Dynamic choice artificial neural network (DCANN) for an electricity price forecasting system

Applied Soft Computing ◽

10.1016/j.asoc.2016.07.011 ◽

2016 ◽

Vol 48 ◽

pp. 281-297 ◽

Author(s):

Jianzhou Wang ◽

Feng Liu ◽

Yiliao Song ◽

Jing Zhao

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Dynamic Choice ◽

Electricity Price Forecasting ◽

Forecasting System ◽

Artificial Neural ◽

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