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

Electricity Price ◽

Price Forecasting ◽

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

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

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 ◽

Smart Grid ◽

Electricity Price ◽

Price Forecasting ◽

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

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

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 ◽

Electricity Price ◽

Price Forecasting ◽

Short Term ◽

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 ◽

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Author(s):

Bijay Neupane ◽

Kasun S. Perera ◽

Zeyar Aung ◽

Wei Lee Woon

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Smart Grid ◽

Electricity Price ◽

Price Forecasting ◽

Artificial Neural

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 ◽

Operating Systems ◽

Electricity Price ◽

Deep Convolutional Neural Network ◽

Price Forecasting ◽

Robust Big Data Analytics for Electricity Price Forecasting in the Smart Grid

IEEE Transactions on Big Data ◽

10.1109/tbdata.2017.2723563 ◽

2019 ◽

Vol 5 (1) ◽

pp. 34-45 ◽

Cited By ~ 58

Author(s):

Kun Wang ◽

Chenhan Xu ◽

Yan Zhang ◽

Song Guo ◽

Albert Y. Zomaya

Keyword(s):

Big Data ◽

Smart Grid ◽

Data Analytics ◽

Big Data Analytics ◽

Electricity Price ◽

Price Forecasting ◽

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 ◽

Forecasting Method ◽

Neural Network Algorithm

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 ◽

Cited By ~ 5

Author(s):

R. Hannah Jessie Rani ◽

T. Aruldoss Albert Victoire

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Search Optimization ◽

Elman Recurrent Neural Network ◽

Group Search

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 ◽

Wind Farms ◽

Electricity Price ◽

Price Forecasting ◽

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 ◽

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Author(s):

Whei-Min Lin ◽

Hong-Jey Gow ◽

Ming-Tang Tsai

Keyword(s):

Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Probability Neural Network

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 ◽

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Author(s):

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André A.P. Santos

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Rbf Neural Network ◽

Electricity Price ◽

Price Forecasting ◽