Electrical load forecasting

Energy Production and Management in the 21st Century ◽

10.2495/eq140291 ◽

2014 ◽

Author(s):

S. A. Eroshenko ◽

K. V. Vinokurov ◽

A. Y. Smolina

Keyword(s):

Load Forecasting ◽

Electrical Load ◽

Electrical Load Forecasting

Download Full-text

The Evolutionary Deep Learning Model for Electrical Load Forecasting

2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) and IEEE Congress on Cybermatics (Cybermatics) ◽

10.1109/ithings-greencom-cpscom-smartdata-cybermatics50389.2020.00147 ◽

2020 ◽

Author(s):

Fei Peng ◽

Dan Li ◽

Tianyu An ◽

Hanjun Wang ◽

Changyi Tian ◽

...

Keyword(s):

Deep Learning ◽

Load Forecasting ◽

Learning Model ◽

Electrical Load ◽

Electrical Load Forecasting ◽

Deep Learning Model

Download Full-text

Electrical Load Forecasting Using Echo State Network and Optimizing by PSO Algorithm

2017 10th International Conference on Intelligent Computation Technology and Automation (ICICTA) ◽

10.1109/icicta.2017.94 ◽

2017 ◽

Author(s):

Li Wei ◽

Li Haitian

Keyword(s):

Load Forecasting ◽

Pso Algorithm ◽

Echo State Network ◽

Electrical Load ◽

Electrical Load Forecasting

Download Full-text

Long term electrical load forecasting via a neurofuzzy model

2009 14th International CSI Computer Conference ◽

10.1109/csicc.2009.5349440 ◽

2009 ◽

Author(s):

M. Nosrati Maralloo ◽

A. R. Koushki ◽

C. Lucas ◽

A. Kalhor

Keyword(s):

Load Forecasting ◽

Electrical Load ◽

Electrical Load Forecasting

Download Full-text

Optimum input sequence size for a sliding window-based LSTM neural network used in short-term electrical load forecasting

10.1109/telfor52709.2021.9653206 ◽

2021 ◽

Author(s):

Vladimir Urosevic ◽

Sonja Dimitrijevic

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Input Sequence ◽

Sliding Window ◽

Electrical Load ◽

Electrical Load Forecasting ◽

Download Full-text

LSTM-based short-term electrical load forecasting framework with improved input feature space

10.1109/ict-pep53949.2021.9600923 ◽

2021 ◽

Author(s):

Abhishek Sharma ◽

Sachin Kumar Jain

Keyword(s):

Load Forecasting ◽

Feature Space ◽

Electrical Load ◽

Input Feature ◽

Electrical Load Forecasting

Download Full-text

Electrical Load Forecasting

Applications of Neural Networks ◽

10.1007/978-1-4757-2379-3_7 ◽

1995 ◽

pp. 157-189 ◽

Author(s):

Yuan-Yih Hsu ◽

Chien-Chun Yang

Keyword(s):

Load Forecasting ◽

Electrical Load ◽

Electrical Load Forecasting

Download Full-text

Research and Application of Hybrid Forecasting Model Based on an Optimal Feature Selection System—A Case Study on Electrical Load Forecasting

Energies ◽

10.3390/en10040490 ◽

2017 ◽

Vol 10 (4) ◽

pp. 490 ◽

Author(s):

Yunxuan Dong ◽

Jianzhou Wang ◽

Chen Wang ◽

Zhenhai Guo

Keyword(s):

Load Forecasting ◽

Forecasting Model ◽

Selection System ◽

Electrical Load ◽

System A ◽

Hybrid Forecasting ◽

Electrical Load Forecasting ◽

Optimal Feature Selection ◽

Optimal Feature

Download Full-text

Electrical Load Forecasting

2021 International Conference on Intelligent Technologies (CONIT) ◽

10.1109/conit51480.2021.9498349 ◽

2021 ◽

Author(s):

Ujjwal Singh ◽

Aditya Negi ◽

Vaibhav Garg ◽

Rohan Pillai

Keyword(s):

Load Forecasting ◽

Electrical Load ◽

Electrical Load Forecasting

Download Full-text

Probabilistic electrical load forecasting for buildings using Bayesian deep neural networks

Journal of Building Engineering ◽

10.1016/j.jobe.2021.103853 ◽

2021 ◽

pp. 103853

Author(s):

Lei Xu ◽

Maomao Hu ◽

Cheng Fan

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Load Forecasting ◽

Electrical Load ◽

Electrical Load Forecasting

Download Full-text

Accuracy Improvement of Electrical Load Forecasting Against New Cyber-Attack Architectures

Sustainable Cities and Society ◽

10.1016/j.scs.2021.103523 ◽

2021 ◽

pp. 103523

Author(s):

Arshia Aflaki ◽

Mohsen Gitizadeh ◽

Burak Kantarci

Keyword(s):

Load Forecasting ◽

Cyber Attack ◽

Electrical Load ◽

Accuracy Improvement ◽

Electrical Load Forecasting

Download Full-text