Short term electricity load forecasting using hybrid prophet-LSTM model optimized by BPNN

Energy Reports ◽

10.1016/j.egyr.2021.12.067 ◽

2022 ◽

Vol 8 ◽

pp. 1678-1686

Author(s):

Tasarruf Bashir ◽

Chen Haoyong ◽

Muhammad Faizan Tahir ◽

Zhu Liqiang

Keyword(s):

Load Forecasting ◽

Short Term ◽

Electricity Load ◽

Electricity Load Forecasting

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Analysis of temperature-sensitive on short-term electricity load forecasting

2020 IEEE-HYDCON ◽

10.1109/hydcon48903.2020.9242910 ◽

2020 ◽

Author(s):

Nguyen Xuan Tung ◽

Nguyen Quang Dat ◽

Tran Ngoc Thang ◽

Vijender Kumar Solanki ◽

Nguyen Thi Ngoc Anh

Keyword(s):

Load Forecasting ◽

Temperature Sensitive ◽

Short Term ◽

Electricity Load ◽

Electricity Load Forecasting

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Deep-learning-based short-term electricity load forecasting: A real case application

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2021.104645 ◽

2022 ◽

Vol 109 ◽

pp. 104645

Author(s):

Ibrahim Yazici ◽

Omer Faruk Beyca ◽

Dursun Delen

Keyword(s):

Deep Learning ◽

Load Forecasting ◽

Real Case ◽

Short Term ◽

Electricity Load ◽

Case Application ◽

Electricity Load Forecasting

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ARTIFICIAL NEURAL NETWORK BASE SHORT-TERM ELECTRICITY LOAD FORECASTING: A CASE STUDY OF A 132/33KV TRANSMISSION SUB-STATION

International Journal of Energy Economics and Policy ◽

10.32479/ijeep.8629 ◽

2020 ◽

Vol 10 (2) ◽

pp. 200-205

Author(s):

Isaac Adekunle Samuel ◽

Segun Ekundayo ◽

Ayokunle Awelewa ◽

Tobiloba Emmanuel Somefun ◽

Adeyinka Adewale

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Load Forecasting ◽

Short Term ◽

Electricity Load ◽

Artificial Neural ◽

Electricity Load Forecasting

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Short Term Electricity Load Forecasting with a Nonlinear Autoregressive Neural Network with Exogenous Variables (NarxNet)

Lecture Notes in Management and Industrial Engineering - Industrial Engineering in the Big Data Era ◽

10.1007/978-3-030-03317-0_22 ◽

2019 ◽

pp. 259-270 ◽

Cited By ~ 1

Author(s):

Ibrahim Yazici ◽

Leyla Temizer ◽

Omer Faruk Beyca

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Short Term ◽

Exogenous Variables ◽

Electricity Load ◽

Nonlinear Autoregressive ◽

Electricity Load Forecasting ◽

Autoregressive Neural Network

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Short-term Electricity Load Forecasting Model and Bayesian Estimation for Thailand Data

MATEC Web of Conferences ◽

10.1051/matecconf/20165506003 ◽

2016 ◽

Vol 55 ◽

pp. 06003 ◽

Cited By ~ 4

Author(s):

Kamal Chapagain ◽

Somsak Kittipiyakul

Keyword(s):

Bayesian Estimation ◽

Load Forecasting ◽

Forecasting Model ◽

Short Term ◽

Electricity Load ◽

Electricity Load Forecasting

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A Permutation Importance-Based Feature Selection Method for Short-Term Electricity Load Forecasting Using Random Forest

Energies ◽

10.3390/en9100767 ◽

2016 ◽

Vol 9 (10) ◽

pp. 767 ◽

Cited By ~ 29

Author(s):

Nantian Huang ◽

Guobo Lu ◽

Dianguo Xu

Keyword(s):

Feature Selection ◽

Random Forest ◽

Load Forecasting ◽

Feature Selection Method ◽

Selection Method ◽

Short Term ◽

Electricity Load ◽

Electricity Load Forecasting

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Short-term electricity load forecasting using time series and ensemble learning methods

2015 IEEE Power and Energy Conference at Illinois (PECI) ◽

10.1109/peci.2015.7064913 ◽

2015 ◽

Cited By ~ 13

Author(s):

Sokratis Papadopoulos ◽

Ioannis Karakatsanis

Keyword(s):

Time Series ◽

Ensemble Learning ◽

Load Forecasting ◽

Short Term ◽

Learning Methods ◽

Electricity Load ◽

Electricity Load Forecasting

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Short-Term Electricity Load Forecasting Based on the XGBoost Algorithm

Smart Grid ◽

10.12677/sg.2017.74031 ◽

2017 ◽

Vol 07 (04) ◽

pp. 274-285 ◽

Cited By ~ 2

Author(s):

广野李

Keyword(s):

Load Forecasting ◽

Short Term ◽

Electricity Load ◽

Electricity Load Forecasting

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Short term electricity load forecasting using a hybrid model

Energy ◽

10.1016/j.energy.2018.06.012 ◽

2018 ◽

Vol 158 ◽

pp. 774-781 ◽

Cited By ~ 63

Author(s):

Jinliang Zhang ◽

Yi-Ming Wei ◽

Dezhi Li ◽

Zhongfu Tan ◽

Jianhua Zhou

Keyword(s):

Hybrid Model ◽

Load Forecasting ◽

Short Term ◽

Electricity Load ◽

Electricity Load Forecasting

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The Research on User Short-Term Electricity Load Forecasting for Judging Electric Theft

2019 International Conference on Communications, Information System and Computer Engineering (CISCE) ◽

10.1109/cisce.2019.00050 ◽

2019 ◽

Author(s):

Xianguang Dong ◽

Songhui Zhang ◽

Yanjie Dai ◽

Zhi Zhang ◽

Pingxin Wang ◽

...

Keyword(s):

Load Forecasting ◽

Short Term ◽

Electricity Load ◽

Electricity Load Forecasting

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