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

Day-Ahead Electricity Price Forecasting for Efficient Utility Operation Using Deep Neural Network Approach

Electrical and Electronic Devices, Circuits and Materials ◽

10.1201/9781003097723-14 ◽

2021 ◽

pp. 227-244

Author(s):

K. Arya ◽

K.R.M. Vijaya Chandrakala

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Network Approach ◽

Neural Network Approach ◽

A novel hybrid deep neural network model for short‐term electricity price forecasting

International Journal of Energy Research ◽

10.1002/er.5945 ◽

2020 ◽

Author(s):

Chiou‐Jye Huang ◽

Yamin Shen ◽

Yung‐Hsiang Chen ◽

Hsin‐Chuan Chen

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Deep Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Short Term ◽

2019 20th International Conference on Intelligent System Application to Power Systems (ISAP) ◽

Development of Preconditioned Deep Neural Network for Electricity Price Forecasting

10.1109/isap48318.2019.9065986 ◽

2019 ◽

Author(s):

Kodai Yamada ◽

Hiroyuki Mori

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

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

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 ◽

Cited By ~ 38

Author(s):

Whei-Min Lin ◽

Hong-Jey Gow ◽

Ming-Tang Tsai

Keyword(s):

Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Probability Neural Network

Real-Time Electricity Price Forecasting for Energy Management in Grid-Tied MTDC Microgrids

2018 IEEE Energy Conversion Congress and Exposition (ECCE) ◽

10.1109/ecce.2018.8557478 ◽

2018 ◽

Cited By ~ 2

Author(s):

Md Habib Ullah ◽

Subrata Paul ◽

Jae-Do Park

Keyword(s):

Real Time ◽

Energy Management ◽

Electricity Price ◽

Price Forecasting ◽

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 ◽

Cited By ~ 46

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 ◽

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 ◽

Cited By ~ 42

Author(s):

Jianzhou Wang ◽

Feng Liu ◽

Yiliao Song ◽

Jing Zhao

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Dynamic Choice ◽

Forecasting System ◽

Artificial Neural ◽

Novel Model

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

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

10.1007/978-3-030-44038-1_109 ◽

2020 ◽

pp. 1189-1201 ◽

Cited By ~ 1

Author(s):

Muhammad Adil ◽

Nadeem Javaid ◽

Nazia Daood ◽

Muhammad Asim ◽

Irfan Ullah ◽

...

Keyword(s):

Neural Network ◽

Big Data ◽

Smart Grid ◽

Convolutional Neural Network ◽

Electricity Price ◽

Price Forecasting ◽