Load Forecasting Under Concept Drift: Online Ensemble Learning with Recurrent Neural Network and ARIMA

Concept Drift ◽

Load Forecasting

Convolutional and recurrent neural network based model for short-term load forecasting

Electric Power Systems Research ◽

10.1016/j.epsr.2021.107173 ◽

2021 ◽

Vol 195 ◽

pp. 107173

Author(s):

Hosein Eskandari ◽

Maryam Imani ◽

Mohsen Parsa Moghaddam

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Short Term ◽

IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339) ◽

Short term load forecasting using a synchronously operated recurrent neural network

10.1109/ijcnn.1999.836225 ◽

2003 ◽

Cited By ~ 1

Author(s):

M. Costa ◽

E. Pasero ◽

F. Piglione ◽

D. Radasanu

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Short Term ◽

A multiple time series-based recurrent neural network for short-term load forecasting

Soft Computing ◽

10.1007/s00500-017-2624-5 ◽

2017 ◽

Vol 22 (12) ◽

pp. 4099-4112 ◽

Cited By ~ 14

Author(s):

Bing Zhang ◽

Jhen-Long Wu ◽

Pei-Chann Chang

Keyword(s):

Neural Network ◽

Time Series ◽

Load Forecasting ◽

Multiple Time ◽

Multiple Time Series ◽

Short Term ◽

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 ◽

Load Forecasting ◽

Electric Load ◽

Short Term ◽

Central Java ◽

Study Case ◽

Special Region ◽

Electric Load Forecasting

Long-term load forecasting using improved recurrent neural network

Electrical Engineering in Japan ◽

10.1002/eej.4391140804 ◽

1994 ◽

Vol 114 (8) ◽

pp. 41-54 ◽

Cited By ~ 2

Author(s):

Yasuhiro Hayashi ◽

Shinichi Iwamoto

Keyword(s):

Neural Network ◽

Load Forecasting

Short-Term Load Forecasting Using BiLinear Recurrent Neural Network

Advances in Neural Networks – ISNN 2007 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-72395-0_15 ◽

2007 ◽

pp. 111-116 ◽

Cited By ~ 3

Author(s):

Sung Hwan Shin ◽

Dong-Chul Park

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Short Term ◽

Lecture Notes in Computer Science - PRICAI 2006: Trends in Artificial Intelligence ◽

Short-Term Load Forecasting Using Multiscale BiLinear Recurrent Neural Network

10.1007/978-3-540-36668-3_36 ◽

2006 ◽

pp. 329-338 ◽

Cited By ~ 2

Author(s):

Dong-Chul Park ◽

Chung Nguyen Tran ◽

Yunsik Lee

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Short Term ◽

Data Analytics for Short Term Price and Load Forecasting in Smart Grids using Enhanced Recurrent Neural Network

2019 Sixth HCT Information Technology Trends (ITT) ◽

10.1109/itt48889.2019.9075065 ◽

2019 ◽

Author(s):

Muhammad Usman ◽

Zahoor Ali Khan ◽

Inam Ullah Khan ◽

Sakeena Javaid ◽

Nadeem Javaid

Keyword(s):

Neural Network ◽

Smart Grids ◽

Data Analytics ◽

Load Forecasting ◽

Short Term

2019 IEEE 21st International Conference on High Performance Computing and Communications; IEEE 17th International Conference on Smart City; IEEE 5th International Conference on Data Science and Systems (HPCC/SmartCity/DSS) ◽

A New Power Load Forecasting Model (SIndRNN): Independently Recurrent Neural Network Based on Softmax Kernel Function

10.1109/hpcc/smartcity/dss.2019.00320 ◽

2019 ◽

Author(s):

Shaofei Lu ◽

Qian Zeng ◽

Heng Wu ◽

Jinshu Su ◽

Xuchong Liu ◽

...

Keyword(s):

Neural Network ◽

Kernel Function ◽

Load Forecasting ◽

Forecasting Model ◽

Power Load ◽

Power Load Forecasting

11th IET International Conference on Advances in Power System Control, Operation and Management (APSCOM 2018) ◽

Electricity Load Forecasting for Distribution Network Based on Long Short-term Memory Recurrent Neural Network

10.1049/cp.2018.1798 ◽

2018 ◽

Author(s):

L.F. Liu ◽

J. Lang ◽

Q.M. Yue ◽

D. He ◽

K. Sun ◽

...

Keyword(s):

Neural Network ◽

Short Term Memory ◽

Distribution Network ◽

Load Forecasting ◽

Short Term ◽

Term Memory ◽

Electricity Load ◽

Long Short Term Memory ◽

Electricity Load Forecasting