Effective Adam-Optimized LSTM Neural Network for Electricity 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 ◽

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

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 ◽

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 ◽

Convolutional Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Short Term ◽

Short-Term Electricity Price Forecasting Based on Grey Prediction GM(1,3) and Wavelet Neural Network

American Journal of Electrical Power and Energy Systems ◽

10.11648/j.epes.20180704.12 ◽

2018 ◽

Vol 7 (4) ◽

pp. 50 ◽

Cited By ~ 1

Author(s):

Dong Jun

Keyword(s):

Neural Network ◽

Wavelet Neural Network ◽

Electricity Price ◽

Price Forecasting ◽

Grey Prediction ◽

Short Term ◽

Electricity Price Forecasting Using Neural Network with Parameter Selection

Intelligent and Interactive Computing - Lecture Notes in Networks and Systems ◽

10.1007/978-981-13-6031-2_33 ◽

2019 ◽

pp. 141-148 ◽

Cited By ~ 1

Author(s):

Nik Nur Atira Nik Ibrahim ◽

Intan Azmira Wan Abdul Razak ◽

Siti Syakirah Mohd Sidin ◽

Zul Hasrizal Bohari

Keyword(s):

Neural Network ◽

Parameter Selection ◽

Electricity Price ◽

Price Forecasting ◽